text:
Hao training practice

Dear Chang,
Could you please merge the Hao-training_practice branch to the Main branch? Everything in this branch should be organized to match our CNN paper. Also, you can delete any other documents in the main branch.
Please let me know if you have any questions.
Thank you!
Hao

Dear Hao,
Will do it now.
Best,
From: whitehand110 @.>
Sent: Friday, April 9, 2021 12:04 PM
To: neclipse/Metal_defects_detection @.>
Cc: Subscribed @.***>
Subject: [neclipse/Metal_defects_detection] Hao training practice (#5)
Dear Chang,
Could you please merge the Hao-training_practice branch to the Main branch? Everything in this branch should be organized to match our CNN paper. Also, you can delete any other documents in the main branch.
Please let me know if you have any questions.
Thank you!
Hao

You can view, comment on, or merge this pull request online at:
https://github.com/neclipse/Metal_defects_detection/pull/5
Commit Summary

Create training_dataset2.zip
Update training_dataset2.zip
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Add files via upload
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete YOLOv4 LR0.001 Scale 0.2.ipynb
Delete YOLOv4 LR0.001 scale 0.3.ipynb
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete testing using R50_DC5_3x 15000 iterations.ipynb
Delete testing using R50_DC5_3x 5000 iterations.ipynb
Delete testing using R50_DC5_3x maxdets.ipynb
Created using Colaboratory
Create testing using R101_DC5_3x 10000 iter maxdets1000.ipynb
Create testing using R101_DC5_3x 5000 iter maxdets1000.ipynb
Delete testing using R50_DC5_3x 10000 iter maxdets1000.ipynb
Delete testing using R50_DC5_3x 5000 iter maxdets1000.ipynb
Delete testing using R50_FPN_3X 5000ITER.ipynb
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete YOLOv4 test on video.ipynb
Delete Pilot_run_with_Detectron2_Data_Success.ipynb
Delete Pilot_run_with_Detectron2.ipynb
Delete pilot_dataset_new.zip
Delete pilot_dataset.zip
Created using Colaboratory
reorganized files
Merge branch 'Hao-training-practice' of https://github.com/neclipse/Metal_defects_detection into Hao-training-practice
Create testing using rcnn x101-32x model 5000 iter maxdets 1000.ipynb
Delete testing using rcnn x101-32x model 5000 iter maxdets 1000.ipynb
Delete testing using rcnn x101-32x model .ipynb
Delete testing using rcnn x101-32x model 15000 iterations.ipynb
Delete testing using updated dataset2.ipynb
Added CNN data and codes
Created using Colaboratory

File Changes

A Detectron2/test1.jpg https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0dc9376cc0be5108b7dc9a218f15ceb307167f255e7b82c78cdb03fc81db4081  (0)
A Detectron2/test2.jpg https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1fe9b8317fd559bd597a07349c941b96bdb2550ef30d262d13c907cc62d0143d  (0)
A Detectron2/testing using R101_DC5_3x 10000 iter maxdets1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-afd2d2b990df806cace5d282e1b75cb22d4629d30730893d443593485f288a90  (3204)
A Detectron2/testing using R101_DC5_3x 5000 iter maxdets1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-db956e4e58c2b8712e442b7502e625ffbc38241b751cdcd78e2c39b24f058b65  (2919)
A Detectron2/testing using R50_FPN_3x 10000 iter maxdets1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-412ef4a7d58f41051fa3e0cb7f89ad6aaf5814d3e13d40a8199e04e17e2a6a25  (2989)
A Detectron2/testing using R50_FPN_3x 5000 iter maxdets1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b9c1b31a0b8ea8ed04c00a9bb1dbd7e7a8f1830f0a064d3ff887432ae237883f  (2739)
A Detectron2/testing using rcnn x101-32x model 10000 iter maxdets 1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3bb66fb148e7566b96b2a2aee3a0febb018ef48bc817bffcd887483594895716  (3157)
A Detectron2/testing using rcnn x101-32x model 5000 iter maxdets 1000.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4b2e6ca4dccf5e4b21d17c4760982a46c5581022046e6368573e6ce397b7352d  (2907)
A Detectron2/testing using updated dataset2 15000 iterations.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c4a7dcff26a042487beebdc24d36144917189c5636e3d7171d3963eecde979ba  (2023)
R Detectron2/training_dataset2.zip https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f11e8edffc74acabc9089a197e73a6f33e48a89c2442a2f4d8ade634ba5bc8e  (0)
D Pilot_run_with_Detectron2_Data_Success.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc903148ea794500c0be02d90f0db21ecef8b6f8ae69aaefa0577852a2e9b422  (515)
M README.md https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5  (15)
A Simple CNN/Simple CNN Model.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a03cd89f23e2991d3fbee258e4fc7f1589191d1850c943e3d2812857145a896c  (591)
A Simple CNN/Test/Cracks/1.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b4d1a7405f0b0947316efbecd61bb2688c113f618fb4b433bc60ce8eaec8cc75  (0)
A Simple CNN/Test/Cracks/2.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fb31f50d92cac8ad4b5b115837c5df2dd5cca0dc275342ba569c4b64d9783d78  (0)
A Simple CNN/Test/Cracks/3.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4c46a13761ca722739b966eaf71a7a32ffe917fa02df1df2047644ffb5055035  (0)
A Simple CNN/Test/Cracks/7.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a1036680598573fe45762b33ae842d773bece3d376e72701554b31e7cd474822  (0)
A Simple CNN/Test/Cracks/9.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2ceffd707daa224af87c32e957151a3f0f9c70bf8051c421ef6899a51a626006  (0)
A Simple CNN/Test/Pores/10.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f047d198c1b4dab1cf7261795c261f894def4fc214f7c7e6bc5412fdb31a60be  (0)
A Simple CNN/Test/Pores/4.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a859a35e7cbd93c223d896d316cce21cec961a7972499c06ef0ee666c41d99c2  (0)
A Simple CNN/Test/Pores/5.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc91ad306ab7ec45931c2b0638b9ad8b14e67cf77f565d9211d947d5a7af4d5e  (0)
A Simple CNN/Test/Pores/6.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7f25dbdb6b3722f8dc6f3d43e9a991d3c253b7784299b0b6845f391e8f13533c  (0)
A Simple CNN/Test/Pores/8.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7e8b5766a50073c6a4f0b2d6a917d20da1f6d20b3169f46068fe98e27f7d7bfc  (0)
A Simple CNN/Train/Cracks/c1.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c847346d92f9d1d22b1d886b54ba0ab5298c353fbc4d0f12645bacda8ad6f8d0  (0)
A Simple CNN/Train/Cracks/c10.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bf83e3435c2232e7484c7deeaea6fd0ed78d06b193f8f8f10c4212c88e7a474d  (0)
A Simple CNN/Train/Cracks/c100.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c3adfa32212ba814911cba3fe8db9fa6a282ece51841f15cf35f90645ef205a6  (0)
A Simple CNN/Train/Cracks/c11.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3dfc2f55777bf089f5230202cadebffd26fba126fdb84bd362bd340692b4ded2  (0)
A Simple CNN/Train/Cracks/c12.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4b724a1cec9be9625d23491c4b4fe0ad49a2169375251e6722282fe6ba026041  (0)
A Simple CNN/Train/Cracks/c13.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c46273cf5e973296dd2909cbba31bb71f87b184cc039cea11bbf00aca503923d  (0)
A Simple CNN/Train/Cracks/c14.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2d0f25bb31ee7704e70974a05a9f26ea50c562d479b9bbee46e649f560ad284e  (0)
A Simple CNN/Train/Cracks/c15.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-aff2ea96b8e43e4982d2bc768caacf8a5b6d994945476003be15388614eaf663  (0)
A Simple CNN/Train/Cracks/c16.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b10d8e4fddb3494255feaa808b8b285f277b05fed85a4fc0ee87d5ea89e4e2d8  (0)
A Simple CNN/Train/Cracks/c17.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-255a34964dafdde3f4d63960292b59fa9308adbcf5bd1da5c38d657130ef9b5a  (0)
A Simple CNN/Train/Cracks/c18.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5fbb7868345a224bd6d8389e733477546cba2e815e644713e290d50244dc1192  (0)
A Simple CNN/Train/Cracks/c19.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b6f545d6f471ed87dade1ca975b5eedfc18dc84954ced864e4e9cb02e2a99e1d  (0)
A Simple CNN/Train/Cracks/c2.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-069b10cad4c711a2fcab1f84fab8cf82beefef6816e2b17940187829d8a0bd99  (0)
A Simple CNN/Train/Cracks/c20.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c3d42143a0c7b2abc3b38bf7fab5d32d696877baa1bf842df279881d47fbcde3  (0)
A Simple CNN/Train/Cracks/c21.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7939b20886a5ee31494da4afe05e47e0799604d92e5cb088f7951725836140d0  (0)
A Simple CNN/Train/Cracks/c22.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-9cd287bce382b7c8231978497748cc81279ca1d00f4a104762618f38a0cbed1d  (0)
A Simple CNN/Train/Cracks/c23.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3d13976e7dc6256bf79d51c8631f287ec6eb83a542a8862315a91b67e6455e6a  (0)
A Simple CNN/Train/Cracks/c24.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-84d0759a0550492d6e6ce6c6eb59f6bcd913546609e8cb415b0fe1ca4fd6a816  (0)
A Simple CNN/Train/Cracks/c25.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-df079aae74e41c2b9972d64c88598c7f57d3b64c1da00902f23ef11a76b8c974  (0)
A Simple CNN/Train/Cracks/c26.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bbcd6cafbcc3406080b07dc2a6d641742aea7d494264e8ed41d0cbb824056a56  (0)
A Simple CNN/Train/Cracks/c27.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-81e4d5b3e648089e983ea46ee02468ec8ca11266464fc9edbcccd000b43d8ab4  (0)
A Simple CNN/Train/Cracks/c28.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b1e14511c0d7e450daaf15fb9f5a0ef59a99de9ed6b0415c5b52b977a9411303  (0)
A Simple CNN/Train/Cracks/c29.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-86eb2d1dcdfa03f0c4e26000c7c2dc0d1df6a8a1c9d470d563f7ee82d8966592  (0)
A Simple CNN/Train/Cracks/c3.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7bc5b7b57b8f96a9859fe508977388e638d34dd5092eb7da7f9495a2c1313062  (0)
A Simple CNN/Train/Cracks/c30.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3b2b3bac1c7195bc56022a0177f0ab7b803df1db0de9ff9e20155099b9706795  (0)
A Simple CNN/Train/Cracks/c31.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90ee5cafde795d941badf53d23302ad7a83ed087ab5b4ddcd3a04c550ab6751e  (0)
A Simple CNN/Train/Cracks/c32.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-9c06614f3870a787ca96e367e5d75bd246e6fed37ab11f96c7bb1b85530caba5  (0)
A Simple CNN/Train/Cracks/c33.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-07710554871f440bb6ed3a3088ceeeb20bd2b7cb003a41b196c194da6cb3b517  (0)
A Simple CNN/Train/Cracks/c34.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8a5f09fe239a7f760381e270fa49799246ba71a2621706193f2ca950c021d447  (0)
A Simple CNN/Train/Cracks/c35.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-216827cc37b14ed6fa52b57645b7e76a122a7bea55269ef828723a6964aa3187  (0)
A Simple CNN/Train/Cracks/c36.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b3e05f3ff2346515e675830d80f5f36b5f09510fcf8e61eea610ef20a583058d  (0)
A Simple CNN/Train/Cracks/c37.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4683c6978b1241a98a75decd70b44da8f45cce6c2d1e6aa31eed78c676bb46b1  (0)
A Simple CNN/Train/Cracks/c38.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-eda3d3b6ac86740add1e891a0d1b84e56b1e6468f18d450413e470a78ca51dc2  (0)
A Simple CNN/Train/Cracks/c39.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-37c610c36eb4ed6dd8950466bd8ec37ff069feb2f50b798aa991ec58a14e707e  (0)
A Simple CNN/Train/Cracks/c4.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1b31c5f3454de53cb84bc84d88cf2ab8eeb4fa4bd1270c232b5a95798166f63c  (0)
A Simple CNN/Train/Cracks/c40.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b5d06149deb0cf74901f1e8e77d3e54bad41d0ae114eb6daae4c73d8278dfb91  (0)
A Simple CNN/Train/Cracks/c41.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2e5d26f5a90ea374d5f31cbf3768931256ccc7cbce9fee82c714870909a06fc7  (0)
A Simple CNN/Train/Cracks/c42.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a152b2aff3a0b5a15c2c717fb2824ad52c77fa57abeb5e9cdbc0c78612f50801  (0)
A Simple CNN/Train/Cracks/c43.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5661387e2ed63cc87fd8d30113b0fb7a754dcee3679630239171f146523efc11  (0)
A Simple CNN/Train/Cracks/c44.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f3c06a9b6b84cf43ac108f9b0258984d786ce36ec784d5eb41645ea5f906cb23  (0)
A Simple CNN/Train/Cracks/c45.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90299ce742acda0ffdd941ae5e4506e4415ca6894a4d3603b5e04d4ecd7967ff  (0)
A Simple CNN/Train/Cracks/c46.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90a5a307b9ed1e117b53e2c98a8fb328c6f1b10c67481a9032cb1beafa25dbb7  (0)
A Simple CNN/Train/Cracks/c47.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fe090e111787deeb131e7feb4592b5d594df53ffc2b701952d36369364443351  (0)
A Simple CNN/Train/Cracks/c48.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6846af39f7bc6808cf3bc6ce059fb05f89e1b802784570d28d79c0b0acec0f68  (0)
A Simple CNN/Train/Cracks/c49.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0516d6be72fbd94d3936326dec4130cb7ec9841f2c028a144feee1493f9484e6  (0)
A Simple CNN/Train/Cracks/c5.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-32c3956b0f7ebcfab31c384915fd0414b433ee965d088af4004caae88ebad4ab  (0)
A Simple CNN/Train/Cracks/c50.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0bc5d6e933cdcc364189d9b691e4436b5a1c30066bc4880f4bf6e14cdd8251ed  (0)
A Simple CNN/Train/Cracks/c51.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fc85c471f44a2f49e5ff8a540b71db7cc83ac6b8016ea66fe9de4e21f2c38f3c  (0)
A Simple CNN/Train/Cracks/c52.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c58fa4d8376308833add1c76d2a9467f7b44b8e8fe07548ac526c8130ea2e367  (0)
A Simple CNN/Train/Cracks/c53.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5e8656a48f04b66d3ef0afcf6af7d42443ac8394bfb2dd176409733e11ce6061  (0)
A Simple CNN/Train/Cracks/c54.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfd8c191486558f65d5aba26069df00ed2fdf641005d3fd09bec74960ab603e4  (0)
A Simple CNN/Train/Cracks/c55.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5531e02ce9fa50e63e08d4b6fe588b96052a9805aa16c4f3b71bea8b48ce8231  (0)
A Simple CNN/Train/Cracks/c56.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-103a48d7190f1b999041eefbe7b3fd341afc2f7300bf938f0d8ee9084f6eba1f  (0)
A Simple CNN/Train/Cracks/c57.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-af30485ee780d7d12b92d55d48f1b6557d5106b46660fe2f4ea83e283eb3c091  (0)
A Simple CNN/Train/Cracks/c58.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-62e46953f170c774c30d072cc929d71763211d22b550449ecf1ea253b4ac026d  (0)
A Simple CNN/Train/Cracks/c59.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-72abd1a009c13a4139bca805e70925fb40ba5939f879d1c7c4be2b4ee88dbe09  (0)
A Simple CNN/Train/Cracks/c6.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b985f8c325063dc93ec0e38ed2a2592e249723d1f39f0f82bf5a5fd8a014012b  (0)
A Simple CNN/Train/Cracks/c60.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d3336625f06ba1f05b74857b2743033a6eb0d32ec60fe8bbee70dbd98c9509bb  (0)
A Simple CNN/Train/Cracks/c61.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2f6fe4d78f044a2a233a4a3b4226107e4ce9682f4ed1ebfd577f75db3df9ec93  (0)
A Simple CNN/Train/Cracks/c62.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-99f8665f5c017da271e554299c785ee6957270f5ad2aab7d9ee3c697a3ac6284  (0)
A Simple CNN/Train/Cracks/c63.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4e0af3ac6b68d0eabd959fb7552c894a89a7eb35d24d0abb7e12e9668ffc0321  (0)
A Simple CNN/Train/Cracks/c64.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-73fbe5543e3d8e6ab7cecb6148f957296b15786c75ed7eabf60ac9b4345c8071  (0)
A Simple CNN/Train/Cracks/c65.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6d69d9b2bb8547f46b9031af346674711464fce44f71a94aec8b1aa565163f6d  (0)
A Simple CNN/Train/Cracks/c66.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7251cb47c7891f66243b1fd851fc125a2218ab597d56a6ee3b5cdc16ea006b5c  (0)
A Simple CNN/Train/Cracks/c67.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f05b11ecc15a5d6408bc384d5531afc74f330c7ca28a6cde3a4b2c89dc1e8ea  (0)
A Simple CNN/Train/Cracks/c68.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4a2e05a08f9a9eccfaf07bd23efcfb1c098fad165d9c61c8724058994e86573b  (0)
A Simple CNN/Train/Cracks/c69.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5364b8922c17fe922e5805a97f4b1460dd967e377363ee6b879f7dcd8d3e8efa  (0)
A Simple CNN/Train/Cracks/c7.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-282011acf91b1564c2baeb4eaa388b64f18ae877dc4f1a01d299000efc0ba907  (0)
A Simple CNN/Train/Cracks/c70.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-494f48ad01a0b00f7bc9ae157713aaed35169f313115b78bae820389cd2e749a  (0)
A Simple CNN/Train/Cracks/c71.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4719a9cb60e1030bfa795d5e9e7cd6bccac838bf4eeb23f177ec3065e8a47a36  (0)
A Simple CNN/Train/Cracks/c72.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c269b2b2f94f062c9eac073ccbd6d926bcd1abe8da347fefec88724013267c7e  (0)
A Simple CNN/Train/Cracks/c73.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4cc4787c265ff1e5ad35215adaa27015f7fafcf7a308d85370d7ab66d1364f8f  (0)
A Simple CNN/Train/Cracks/c74.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-18f8f3ce7d7d28fa698f433c54337e1351b23835ad9e3fbc8a51dd68156e8956  (0)
A Simple CNN/Train/Cracks/c75.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a63aaf57973f46a74c361318e35ef70ff9709added2f0d7e336f210341327a2f  (0)
A Simple CNN/Train/Cracks/c76.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-80e3374c099bcf353f47799757a946484a40210dab22bc137a10bb99e4a20011  (0)
A Simple CNN/Train/Cracks/c77.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4f465e16f6cdd2c0fa7016f51260da39752e19a8b0eac4288ab556ff46d02163  (0)
A Simple CNN/Train/Cracks/c78.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-67e87135b0a0ddc1e90eec6b7ede33fef02fd4d361b87cfa9348406817420386  (0)
A Simple CNN/Train/Cracks/c79.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-56ddf538533a8413bff4a5c03dd713677c3a598d3c91172b6558d11b735cffbe  (0)
A Simple CNN/Train/Cracks/c8.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-24a2cecf211d478556e70b27ab15410095418036bb7b0b1b86775bb660fd57c3  (0)
A Simple CNN/Train/Cracks/c80.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-784e6f8067b50178d927839b7f50af48fbdb32fa025b37cfe6dc3c9698b9190b  (0)
A Simple CNN/Train/Cracks/c81.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8872567670b9597629cf68e0c9ef7676fd71140cc106437dc59b9fe6f46fe498  (0)
A Simple CNN/Train/Cracks/c82.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-54716de4543c91cc5065ec52ffe2b5254f0c8f0816a9e51a946a83595fbb2402  (0)
A Simple CNN/Train/Cracks/c83.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-96e03115c06e7cba9d12b791cbd1fb53f53d952f91dd00317bed5daf47c9fd93  (0)
A Simple CNN/Train/Cracks/c84.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8e97e2f4ba6aa8570947e98e9e4e3611e3667c13739103db3865a9349b86daa2  (0)
A Simple CNN/Train/Cracks/c85.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3bbc2f660d57c8365fd833ea6329a96973e9103b490f1978104b7fd05fc7a63a  (0)
A Simple CNN/Train/Cracks/c86.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ef5bd22793d6be9688a3e3bef01b37b2b7298541ec69a838ce3e272b6a29bcbc  (0)
A Simple CNN/Train/Cracks/c87.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fc4eedbc07db57c0087bcabfc3fdd6fa3b19d985e40a2ee244234b527e373d7c  (0)
A Simple CNN/Train/Cracks/c88.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1b71ac55472c74327e9b9f514b9d0edea9e6c0f45542b62a7f90a5b3c8f64a50  (0)
A Simple CNN/Train/Cracks/c89.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-988befdcc531cf43e4f5bd073ea44180e6ab3cd5fb958ad7ca11f097d970a50f  (0)
A Simple CNN/Train/Cracks/c9.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bf14d7423b568512f80a5286e514e5eadac04171775d1f6d7a91720dd13171bf  (0)
A Simple CNN/Train/Cracks/c90.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c71d976699d858cb92d6b2da6ac44cc33058c16279226850cec22db86999717f  (0)
A Simple CNN/Train/Cracks/c91.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-be762d3ac081684f922d088afdbb89dda9bd9e4c9853dae42b95c61d63751abc  (0)
A Simple CNN/Train/Cracks/c92.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-48e3d739efc2729a71dd442200f0e6326e206d766443d1e4ffbf560fec98a722  (0)
A Simple CNN/Train/Cracks/c93.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f2b22e527d324d319dca3042c54a7fa3cbceb4995b52b2fecfa2f96f8c1f8b7  (0)
A Simple CNN/Train/Cracks/c94.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30a4be34ec6e23c7b5d0928c7863788e045a7b000397dc6c877375e73a8842a9  (0)
A Simple CNN/Train/Cracks/c95.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d5a4f96ca988e82af180fbd29dd70508a9aacb23e7a105ccdfd9b3b1b63f7140  (0)
A Simple CNN/Train/Cracks/c96.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-23ea9c10f70f280a131c289f0ef60b114829ddd0ac3751f2723081813a8bbc56  (0)
A Simple CNN/Train/Cracks/c97.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3534d073027e78ce7868e25c9ac00d8f7d6ff40cc9276aae930568e7c2420cfb  (0)
A Simple CNN/Train/Cracks/c98.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-676b9b3c66b777cc321be37fbf0f8e4aacb79d41c7ab65d642c17223bb4e4cae  (0)
A Simple CNN/Train/Cracks/c99.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ad59291c4f385edc222de886dc948535d907bc9dd63efafbc54a9c1433b95572  (0)
A Simple CNN/Train/Pores/p1.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-54f4cbbdf9a77fc286598f7344d0bbe8e84aa5f6afcc9a3bddd8bd8356228165  (0)
A Simple CNN/Train/Pores/p10.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f7d0594eeb74cd9bf257cf2b70098c67939ca3db79358ecac54f8b350901b3d4  (0)
A Simple CNN/Train/Pores/p100.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1d70a59441270216ad99bd022fbfec575fa0a2b8b44d36197e5a575cfb246707  (0)
A Simple CNN/Train/Pores/p11.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1074250f645f3418f32d3b91dd6ada35755bd508e6cf29840bd41b314b54f851  (0)
A Simple CNN/Train/Pores/p12.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e64a646b9f3037bc6da3f7c9d5a1f1b556c42b3d1cf4950d808e8f0c322c443a  (0)
A Simple CNN/Train/Pores/p13.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-47187c6c6f509e62344cc779992fff51d79c9d51e20131f192b72d9d42f1b5e8  (0)
A Simple CNN/Train/Pores/p14.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-890c3777535c9bbbb8061634ef7ef26ad771e28b781e65839c709f5cf4fc0253  (0)
A Simple CNN/Train/Pores/p15.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-33c5d4616119136b5c041619ce1b8928d17311c98607c49ea881a6a1b60de1bc  (0)
A Simple CNN/Train/Pores/p16.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7a2154b242963e51f485ef659163b95962c0f16df247ea35e4a79c383baf3ef4  (0)
A Simple CNN/Train/Pores/p17.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ee3aa572025d8e218f972e2d1f07b020ca14d6226c1bc63432bef779ea8111a1  (0)
A Simple CNN/Train/Pores/p18.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d7e404a1b9ba6333ed43c302aaad61589aef30c2ee9d8f44fd02b3496c101c8c  (0)
A Simple CNN/Train/Pores/p19.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-67591d3e30c0252e347a103e78fd6b7e1be521a905dc20778cea0aab9545b9c1  (0)
A Simple CNN/Train/Pores/p2.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-99518923aecd47a1b5194565ba9babdb78d30cad3e8b6e2d57604fffbc5edf10  (0)
A Simple CNN/Train/Pores/p20.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-32f467b212311cff27ad23ad102c0ca89bd8733ad6f0e0faa6d40ca94b0730c7  (0)
A Simple CNN/Train/Pores/p21.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfffaff4c6e94b855d4325e7829010d6effe9ae62cbe8ffe7ccf37310d858c72  (0)
A Simple CNN/Train/Pores/p22.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6fb861d7705d7f215fa63e21764f545c86354cdf8d78db4bf9b64f0a9ba06b07  (0)
A Simple CNN/Train/Pores/p23.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7e1ffe8095d8947ef8546291d245966cbae70870469eff3992769b49a18ff985  (0)
A Simple CNN/Train/Pores/p24.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a1848fc020d7173110636f0d908cf0a81787837fe2de2bcb2ad7361815dd4cc0  (0)
A Simple CNN/Train/Pores/p25.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-53d4a586af0224a36ecf2e9f2f2f99f407e694aac5cdbb16eba3036289e939e6  (0)
A Simple CNN/Train/Pores/p26.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-64db9fa183b83d654e2569394ce0d1c5d0b1122dcb3eb219130ec832041ad139  (0)
A Simple CNN/Train/Pores/p27.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-472563f4a25a126165ae4d34de742a31bbf71e99d5c002386c49622ca5f15b5d  (0)
A Simple CNN/Train/Pores/p28.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3382dee6e108a7b8d80e8bab66a5822b1250e4331f0f6672f125c962f77da2e3  (0)
A Simple CNN/Train/Pores/p29.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-04ee72132047f92208af29d59c70f8ca1eda610416f5484a5c8df5394982d18b  (0)
A Simple CNN/Train/Pores/p3.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-127a3c930107a1b2f47a42e77913192c3bbed5730e4f8b774aadba19aaba1239  (0)
A Simple CNN/Train/Pores/p30.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fde2e954b1e323fded1e76b393cb8657587e8819af4e15104f378357c2aad416  (0)
A Simple CNN/Train/Pores/p31.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-03f11d989097faee89defdd8bfc56dd31c5f18e6325c1396198d21d2fcf5540b  (0)
A Simple CNN/Train/Pores/p32.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-167ad5b06c1dca162fed398c4e72baabe80e59137bdea52abc0c449f838b7506  (0)
A Simple CNN/Train/Pores/p33.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-61daa86d8db16ce6047e09559157c6cc7b2c3fc12b6466ac91dc977dba0d1f26  (0)
A Simple CNN/Train/Pores/p34.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e7cc8db240d81580b54a63eb89e2609e8583ca342d85176351df277bfc8d62a7  (0)
A Simple CNN/Train/Pores/p35.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fddfc7ad0c5093b96fcf7bfd3e600db6c351f03fc1fad27702299afcac581679  (0)
A Simple CNN/Train/Pores/p36.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-82422cb7715c2751213cfc0b3d24cbc169c6bde4371492b948b2cae9b8ee06a0  (0)
A Simple CNN/Train/Pores/p37.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f687a7cd81d10dcf66fc6d4db8ae8a225f58b056110bcd6f71b2111bdedd11bb  (0)
A Simple CNN/Train/Pores/p38.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5a607724f3db2e5837cc23d8470091c35bc161b6cd72e284f97ee6cb81380db3  (0)
A Simple CNN/Train/Pores/p39.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-51f86f5d71b44084a496d3fa9ca2423867987ca451d496de8596408361bf4bd3  (0)
A Simple CNN/Train/Pores/p4.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-06db19ac062a96d08972b8fc9c4f396b27be0a19c8886a0cb894644920c5fbd0  (0)
A Simple CNN/Train/Pores/p40.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a9818377fc51af30ca6d069b607f2dad6291519999a5b93a70999afa7f1e86f0  (0)
A Simple CNN/Train/Pores/p41.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-703addf58fcc14d33cd180b9ecbdcc27678145a28d7f2cf9fcf0a477282c7601  (0)
A Simple CNN/Train/Pores/p42.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3ff72e667c4a0b446bf20425109276c1b20c58ab4cb06f85921c0218e5190446  (0)
A Simple CNN/Train/Pores/p43.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c5fc42bab7d5c474d09345870c2ce154617a973f7805d80b8554849e975f16cb  (0)
A Simple CNN/Train/Pores/p44.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b5f36c20fadfd27fadcba23bf04a32eaa510220902a36b6be4c56f699f3e170a  (0)
A Simple CNN/Train/Pores/p45.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0e978d9a36186ca9f9049ed92dedde867911bfd225dbc4b48fe5ddce57026da9  (0)
A Simple CNN/Train/Pores/p46.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c7d1f57ede1392124362ab81f81873770a1cc8a18d256f5374f3d2e9474d3569  (0)
A Simple CNN/Train/Pores/p47.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-159dce9d7751ab25c569b00b214b635a8563bd28997b00b21ece3c3691a3893c  (0)
A Simple CNN/Train/Pores/p48.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5de90c43638b62d6ab02b641787b08b138364a006497793a789ca8b38a1b6d9c  (0)
A Simple CNN/Train/Pores/p49.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0abe9cebc34d120745cce5cf5c5af6f0c34678858f3d91dcba447b065897cd0a  (0)
A Simple CNN/Train/Pores/p5.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-978736d70b740f29c5872328d607b82cd8bfe4d15eabc298d65a6157e88160bd  (0)
A Simple CNN/Train/Pores/p50.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-45e6cbd140e262827c4776b3163aa1f1479521fe2bacdae30e528440b1b78581  (0)
A Simple CNN/Train/Pores/p51.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-900b548603413b012581461ea7ad562068c0a693fa8d900372349dd575d62541  (0)
A Simple CNN/Train/Pores/p52.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-41fadf84212cf649003811c6a0f15c44fbf166cea25b7b27101b00e41b64460a  (0)
A Simple CNN/Train/Pores/p53.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-94c0adf81d070db1c65580236e9518469b41986f90d462a358cd76c229e4f72d  (0)
A Simple CNN/Train/Pores/p54.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-16cd70b9e3cbfa71c928566bc9e9e1d74e02967410ef170fc15bb9921bf29780  (0)
A Simple CNN/Train/Pores/p55.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-82b7f85887c1d6e34d4b7ee9e19a90d3b38d0f67faf22eed35853503dc43c2fa  (0)
A Simple CNN/Train/Pores/p56.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-69ca6ca6c3dd914d10c0cf627c15798e0d400aaaab9efcd7942bef9100f80d24  (0)
A Simple CNN/Train/Pores/p57.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8f5006a9295634c1b11fae98e4474ac03318226997077d581e133ae36a0ab1df  (0)
A Simple CNN/Train/Pores/p58.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-02c90f9d5cea00758f81e96f98d20eae4305640df7c22a6629a07d4b9f0ec8a6  (0)
A Simple CNN/Train/Pores/p59.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3dbb658448b653012dc00f56b6b46e72b2f6f3deea9e25e2c102b2f0992f0779  (0)
A Simple CNN/Train/Pores/p6.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7602ee8fd37e472adea704a5dd9ef240b4d4d27e85aadf9d7d077329035023a9  (0)
A Simple CNN/Train/Pores/p60.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-33e294e393fe7089436f9efca77df5bae6de1c7a47bab1a2010eb289df2a6ff8  (0)
A Simple CNN/Train/Pores/p61.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-493561dbf2cf8f8e04b6ad11a468c26abc58fbb799d05b843ee81e076ca0326f  (0)
A Simple CNN/Train/Pores/p62.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b824d2faa81d8f8bd33bb3a9989f2e9e1481d6c6f1957cbcbb815eda92d406d7  (0)
A Simple CNN/Train/Pores/p63.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bcb2aa780b28014550a25662cb6220d9297304cf73e037fa7e42e861f735b180  (0)
A Simple CNN/Train/Pores/p64.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-feab5a9deef5b35c6d4dd4b3d9fad3a77fc3892359f7e654ee07c397e56067f9  (0)
A Simple CNN/Train/Pores/p65.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8961c869fff3eeab7471112ef2c86fea344543e191b613c92c224d05abb5c429  (0)
A Simple CNN/Train/Pores/p66.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-264a1834b6abfb3c12088c7c7a6413c8cd7ab72e0387301c0db97f7c22a5155f  (0)
A Simple CNN/Train/Pores/p67.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-daaf2f7660c8f3f6753d0674383e89847f93cf1f28dfbcf35ff32677f6735fca  (0)
A Simple CNN/Train/Pores/p68.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b1598091ea63011b3dddad4af76bdc523c8ceacd97558d2194cfeb63b28bfbd8  (0)
A Simple CNN/Train/Pores/p69.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0eb1829acf47f7220825945c72c42af4a1bb1bb976e5a715749e32d560dfa602  (0)
A Simple CNN/Train/Pores/p7.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30253964fd9ba2268a8110864a53df77430076bfcd8030624f05b180886b2ead  (0)
A Simple CNN/Train/Pores/p70.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a03f4635a854ff993a0e43ec277149d92d15f8740d36d8741865d20f8706ee65  (0)
A Simple CNN/Train/Pores/p71.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1f9532fc89bc658f9571c9b4ed45611b4423bdd4c8a9f4609c949f9a2ab2ac3b  (0)
A Simple CNN/Train/Pores/p72.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fb64adbdbdb43b547ee45a5691569957dc908d6f1f73ca034a546776786d0d9  (0)
A Simple CNN/Train/Pores/p73.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2304fde5038144276d6ba454eb541eb55f2d7a87db19cb9334b4de26b92676d2  (0)
A Simple CNN/Train/Pores/p74.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d4e0b805a0cad905a2218d4763268188acf5dfa5080cd884fd77cb7e088e69cf  (0)
A Simple CNN/Train/Pores/p75.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfedd2df8edbe4c41b6b01fd369f58e29a91f7303858e03f281a93115b860203  (0)
A Simple CNN/Train/Pores/p76.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c7d4a81da1f53048e9a0b6a378c86cb65d793c0587f8e02988c7782184bad239  (0)
A Simple CNN/Train/Pores/p77.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f0052c2b84fd9493bcb2724cd00df55ae23f46b066521e6976ab0aef6cc25384  (0)
A Simple CNN/Train/Pores/p78.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1a4010f311d9b545c21ed3a743a8699a3a29a06d63c2c20a37c34db946d67885  (0)
A Simple CNN/Train/Pores/p79.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-86dc011ace4632bd9fb75768037e357097f3b667a11ecf5f2ae9e54cb6599c3a  (0)
A Simple CNN/Train/Pores/p8.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-896e55e279d51c01d162a9006128397e64e3b0f45c1196b8a00bfb9a44ec160e  (0)
A Simple CNN/Train/Pores/p80.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fef256ae0fa1504b9fc00f2ef656a8c808976f6b5489c35eccc5383a3d4b78f7  (0)
A Simple CNN/Train/Pores/p81.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-45ac6159a2b5c2e9fe82a4cee0156b1a76e16d63264474f9a66ca2b42e33c3f7  (0)
A Simple CNN/Train/Pores/p82.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-17905a908d2aaea89dbe5d66a996407bc874c781724ed0f19291a921e1e34294  (0)
A Simple CNN/Train/Pores/p83.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-47f18ac320fc225c7bd8101219b6152a0e8df54bc4e6132fadccb677088ab213  (0)
A Simple CNN/Train/Pores/p84.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-238d893085891ee4e0d342aaef250cc6dd325e18e15043257bb721f8ae720597  (0)
A Simple CNN/Train/Pores/p85.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-529b34cb9810902726b6fc4b1b5df540b4434dd857cc72fd8f09dccfa4ef5041  (0)
A Simple CNN/Train/Pores/p86.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6d443691973c58ba69e136312930d927d8f3e3bbc08639b9e9a907fe38e91baa  (0)
A Simple CNN/Train/Pores/p87.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-aee80e092e5bcb247c2ba7fcfcdf8e99d4a2dfd0774e883321f9339f1124f73d  (0)
A Simple CNN/Train/Pores/p88.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6cd856e52b95a9c5772dd2dd90b29e59469830165b03973e1f61b99f952e9339  (0)
A Simple CNN/Train/Pores/p89.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8f1034923039f5283061dfff6448466863b8dd6bdd4769ff4b4174409c272941  (0)
A Simple CNN/Train/Pores/p9.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6c5e31976907d1d1f053545468c59e83c6466df3f59cca6a874875b92245262c  (0)
A Simple CNN/Train/Pores/p90.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f4899bbcfa886f35514fbdf5a2ed5f19b79266b126572057549eaf6cde3057a8  (0)
A Simple CNN/Train/Pores/p91.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-092b4f54fed6f10e642a67ea6fd03a9d24baac9f50066bf431ddb2bdf58373ec  (0)
A Simple CNN/Train/Pores/p92.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-257c0036e168aab3084aa87f03cd81ec55f4b10c122847f0b2fb5f261d71a066  (0)
A Simple CNN/Train/Pores/p93.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7d8e29339816d18762038e677bafcd8d7d81a47ca48ce5720d7732b2292e974e  (0)
A Simple CNN/Train/Pores/p94.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-362886f9d74942daea73e33cb01e97bf44662517e7edd03c2cdf2210bc6fadde  (0)
A Simple CNN/Train/Pores/p95.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-65ab0a14a7ba37e8bc5034357340b2f80853cf07e88118b0d35c3bc3c0ab36a4  (0)
A Simple CNN/Train/Pores/p96.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f81274affe4d91b8393b0f36fa41f9fbc8815b792e70459e1a2f61d9097d0381  (0)
A Simple CNN/Train/Pores/p97.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fefbcb9d926e61691093903aec2e202812b290d2a0a7d2986ff506dfc92e275  (0)
A Simple CNN/Train/Pores/p98.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ab4da63cc352dbbac5467ff481183a83be9002f4ec5330e70bc8f130b60c0ac8  (0)
A Simple CNN/Train/Pores/p99.PNG https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7ff405a2fc2cf191188f604ef472d0f797413f0bce099b497ee868585f495b1a  (0)
A Simple CNN/Validation_data/1.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2265981365bf125de93f9d0695c8602be618d1990e25feaf2bbeaa729110c6d6  (0)
A Simple CNN/Validation_data/2.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-20a82c31ac41d09bc1cd33851ea8baa0b369e266c4a8ead964d041bc7d0b7dad  (0)
A Simple CNN/Validation_data/3.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d8a952b7c41aab9e9ffad658177a7ded274dc8729c440599a8392da38b53fd4c  (0)
A Simple CNN/Validation_data/4.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f0f53b406b38f8e293ba1084d29c6f190084a00daea9731f0395e7c9a0842de  (0)
A Simple CNN/Validation_data/5.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4da958b47779d8d47e2071c0cb21c5b8a70c3f2484275b4c520e6507f9d20890  (0)
A Simple CNN/Validation_data/6.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8efd670c93a3839a01b514958d5c64e6bb0df146930dd33f847e1ec151ddadcc  (0)
A Video test/Detectron2_Video_out.mp4 https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5567c8d37ea5c9cc629f56e16b6827a68f50569d5d9475dcaefb8804896c8196  (0)
A Video test/Detectron2_video_test.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0ea59dfa41cfe0bbd6c1870ee4940a2ce22916476f866c155bd428db8010ab6b  (1845)
A Video test/test.avi https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e23b54d85be51bfd50f694a97091fe089718b3da92f81cd0495330d90d757b63  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0041.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8a8484d5ac60a7b2884de2671b2cd54ba707cd9399c4e41a8b902cbbcbcf62e0  (2782)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0041.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b208d019c4c66a8de94f7a3b927ae327b77aa3ea618cfd19b1436899423aeb1e  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0151.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8012079302c5f004d8bf6b5c9e15728f2bf0575d8b2910de14362b187c32e062  (4190)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0151.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e6d4811a995999bd92ff720193959142561e282e5c8560d3e4ab937687b85513  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0271.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-923dceaa6e996dfc70c1d2d8669ec7f15c3c410937b789ce816caf7a9a5ec84e  (4150)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0271.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f99b7f3a3dcc97867fa2cb811c362df679166d1f8a24b76eb8f85346da4d7269  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0951.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5cfffbb2d7a0318b364d5d69dea0558be3f45b98d50807f30eaa62c0079ffe76  (3742)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0951.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-18f741270f615d091023857234ec9f10fb2c49b54a1365c25a650d9a6134073c  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif1141.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f8b8ce2be589b8f24573b8dc923c3f7b37498148179d2bad2386b80bc6df560  (7006)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif1141.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3ddf38ed45c216d5cc138b2c6f72a259f164ea5d6645e5b3a3f54b8098981993  (0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif1221.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7c33f60035167a5aef8bcf00c8a3f0de690568551b084e65d459da6f20b61811  (2110)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif1221.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7453a56f7537a759324e62ccf28d1afba28e430cc0eec7daae918fbce7691435  (0)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0331.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-69059c2415ee2dcf5d04b9bdf534bdc3d5c246c934af3cdbd68875bb9c448675  (2030)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0331.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-584f5555f64f558b7855449e43914a796204eaee3175ff219aaccf4256498373  (0)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0721.json https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fbbd200e726017b57b24c2eea895bcc06946125b900ac5f8ac62a41592ef845  (2046)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620 Versa_LSU_Sample1_HR_0p7um_.tif0721.png https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f5a56518d834ef70e2b7b35247c79546eaedee71ffdba0dd826570e3fdc78fcf  (0)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.1.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc6e4abe0e93193eeee09e7ba32b7e166f70db99d1b9ae4792a48004d1121976  (6711)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.2.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ddf225d32ec4837b3edf4426554879c6ce967e270d0e8cc498578320bec1fada  (6735)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.3.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-93be940e8562ce9e1e2ed290b91d80341ee35fb7689b89b35a0e2e581fe29943  (6725)
A YOLOv4/YOLOv4 LR 0.001 scale 0.1.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-05117551a59685784908760e9346cec7784b806006f0daec35ca57272f1dae21  (6682)
A YOLOv4/YOLOv4 LR 0.001 scale 0.2.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e582867966218fee970df1f785aebbc089cccd35eb0df2e013a17ded4ce14abe  (6743)
A YOLOv4/YOLOv4 LR 0.001 scale 0.3.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-622982508e13a69e06fcadf96a8e81889a962bd4dae725d7a89821cd2182e6a2  (6736)
A YOLOv4/YOLOv4 with 3600 iter training.ipynb https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e5a3b01d7fa4632cf18401c8abf32afe811210b1f241ad53e8c5615a6f919f82  (6787)
A YOLOv4/generate_test.py https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b835bff358c86f16ea8b305c1ab61a3aaffb753b181505bb8eacf5c07d229c2a  (21)
A YOLOv4/generate_train.py https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-46e0aac9bd4c0a5ccc91a217b0337e22c747dc8121fd70cd10f7b66ece8ad30b  (21)
A YOLOv4/obj.zip https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0da5d0430ce80b65a8e3d3d0a19be4cbdf683a04c9f7a8feb60155e73cfc1a35  (0)
A YOLOv4/test.zip https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1614b9c9861df2545266456a5e84da786c4859d1918f704c6e5915002492dbd3  (0)
A YOLOv4/test1.jpg https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b6d671005a136b58e288819cb6dc88fdb5d6d5dc0bc9ce93fbcd9e20ffc69901  (0)
A YOLOv4/test2.jpg https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8fc888b233b0d05fb34fd621dbc921107f432ced4bc54a38b371ff76a20671ff  (0)
A YOLOv4/yolov4-obj.cfg https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30231400243ea196e1a2622ec13db9f4962bb86d43bd70d6a0bb2a8d17938f15  (1160)
D pilot_dataset.zip https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f69f04599a74bad3ab52388ff9c3c343a49fa49a81f26e67f66388463067b42b  (0)
D pilot_dataset_new.zip https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-498bc9e642760cab2502cddae2e3813a1156b5bf0cf9786b9872a8b2cd2e29a2  (0)

Patch Links:

https://github.com/neclipse/Metal_defects_detection/pull/5.patch
https://github.com/neclipse/Metal_defects_detection/pull/5.diff

—
You are receiving this because you are subscribed to this thread.
Reply to this email directly, view it on GitHub https://github.com/neclipse/Metal_defects_detection/pull/5 , or unsubscribe https://github.com/notifications/unsubscribe-auth/AL3EMJJDSS4NXJOEPJGOMBTTH4XODANCNFSM42VK3ANA .

Thanks a lot!
On Fri, Apr 9, 2021 at 12:05 PM Chang Huang @.***>
wrote:

Dear Hao,
Will do it now.
Best,
From: whitehand110 @.>
Sent: Friday, April 9, 2021 12:04 PM
To: neclipse/Metal_defects_detection @.>
Cc: Subscribed @.***>
Subject: [neclipse/Metal_defects_detection] Hao training practice (#5)
Dear Chang,
Could you please merge the Hao-training_practice branch to the Main
branch? Everything in this branch should be organized to match our CNN
paper. Also, you can delete any other documents in the main branch.
Please let me know if you have any questions.
Thank you!
Hao

You can view, comment on, or merge this pull request online at:
https://github.com/neclipse/Metal_defects_detection/pull/5
Commit Summary

Create training_dataset2.zip
Update training_dataset2.zip
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Add files via upload
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete YOLOv4 LR0.001 Scale 0.2.ipynb
Delete YOLOv4 LR0.001 scale 0.3.ipynb
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete testing using R50_DC5_3x 15000 iterations.ipynb
Delete testing using R50_DC5_3x 5000 iterations.ipynb
Delete testing using R50_DC5_3x maxdets.ipynb
Created using Colaboratory
Create testing using R101_DC5_3x 10000 iter maxdets1000.ipynb
Create testing using R101_DC5_3x 5000 iter maxdets1000.ipynb
Delete testing using R50_DC5_3x 10000 iter maxdets1000.ipynb
Delete testing using R50_DC5_3x 5000 iter maxdets1000.ipynb
Delete testing using R50_FPN_3X 5000ITER.ipynb
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Created using Colaboratory
Delete YOLOv4 test on video.ipynb
Delete Pilot_run_with_Detectron2_Data_Success.ipynb
Delete Pilot_run_with_Detectron2.ipynb
Delete pilot_dataset_new.zip
Delete pilot_dataset.zip
Created using Colaboratory
reorganized files
Merge branch 'Hao-training-practice' of
https://github.com/neclipse/Metal_defects_detection into
Hao-training-practice
Create testing using rcnn x101-32x model 5000 iter maxdets 1000.ipynb
Delete testing using rcnn x101-32x model 5000 iter maxdets 1000.ipynb
Delete testing using rcnn x101-32x model .ipynb
Delete testing using rcnn x101-32x model 15000 iterations.ipynb
Delete testing using updated dataset2.ipynb
Added CNN data and codes
Created using Colaboratory

File Changes

A Detectron2/test1.jpg <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0dc9376cc0be5108b7dc9a218f15ceb307167f255e7b82c78cdb03fc81db4081>
(0)
A Detectron2/test2.jpg <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1fe9b8317fd559bd597a07349c941b96bdb2550ef30d262d13c907cc62d0143d>
(0)
A Detectron2/testing using R101_DC5_3x 10000 iter maxdets1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-afd2d2b990df806cace5d282e1b75cb22d4629d30730893d443593485f288a90>
(3204)
A Detectron2/testing using R101_DC5_3x 5000 iter maxdets1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-db956e4e58c2b8712e442b7502e625ffbc38241b751cdcd78e2c39b24f058b65>
(2919)
A Detectron2/testing using R50_FPN_3x 10000 iter maxdets1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-412ef4a7d58f41051fa3e0cb7f89ad6aaf5814d3e13d40a8199e04e17e2a6a25>
(2989)
A Detectron2/testing using R50_FPN_3x 5000 iter maxdets1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b9c1b31a0b8ea8ed04c00a9bb1dbd7e7a8f1830f0a064d3ff887432ae237883f>
(2739)
A Detectron2/testing using rcnn x101-32x model 10000 iter maxdets
1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3bb66fb148e7566b96b2a2aee3a0febb018ef48bc817bffcd887483594895716>
(3157)
A Detectron2/testing using rcnn x101-32x model 5000 iter maxdets
1000.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4b2e6ca4dccf5e4b21d17c4760982a46c5581022046e6368573e6ce397b7352d>
(2907)
A Detectron2/testing using updated dataset2 15000 iterations.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c4a7dcff26a042487beebdc24d36144917189c5636e3d7171d3963eecde979ba>
(2023)
R Detectron2/training_dataset2.zip <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f11e8edffc74acabc9089a197e73a6f33e48a89c2442a2f4d8ade634ba5bc8e>
(0)
D Pilot_run_with_Detectron2_Data_Success.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc903148ea794500c0be02d90f0db21ecef8b6f8ae69aaefa0577852a2e9b422>
(515)
M README.md <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5>
(15)
A Simple CNN/Simple CNN Model.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a03cd89f23e2991d3fbee258e4fc7f1589191d1850c943e3d2812857145a896c>
(591)
A Simple CNN/Test/Cracks/1.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b4d1a7405f0b0947316efbecd61bb2688c113f618fb4b433bc60ce8eaec8cc75>
(0)
A Simple CNN/Test/Cracks/2.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fb31f50d92cac8ad4b5b115837c5df2dd5cca0dc275342ba569c4b64d9783d78>
(0)
A Simple CNN/Test/Cracks/3.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4c46a13761ca722739b966eaf71a7a32ffe917fa02df1df2047644ffb5055035>
(0)
A Simple CNN/Test/Cracks/7.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a1036680598573fe45762b33ae842d773bece3d376e72701554b31e7cd474822>
(0)
A Simple CNN/Test/Cracks/9.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2ceffd707daa224af87c32e957151a3f0f9c70bf8051c421ef6899a51a626006>
(0)
A Simple CNN/Test/Pores/10.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f047d198c1b4dab1cf7261795c261f894def4fc214f7c7e6bc5412fdb31a60be>
(0)
A Simple CNN/Test/Pores/4.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a859a35e7cbd93c223d896d316cce21cec961a7972499c06ef0ee666c41d99c2>
(0)
A Simple CNN/Test/Pores/5.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc91ad306ab7ec45931c2b0638b9ad8b14e67cf77f565d9211d947d5a7af4d5e>
(0)
A Simple CNN/Test/Pores/6.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7f25dbdb6b3722f8dc6f3d43e9a991d3c253b7784299b0b6845f391e8f13533c>
(0)
A Simple CNN/Test/Pores/8.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7e8b5766a50073c6a4f0b2d6a917d20da1f6d20b3169f46068fe98e27f7d7bfc>
(0)
A Simple CNN/Train/Cracks/c1.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c847346d92f9d1d22b1d886b54ba0ab5298c353fbc4d0f12645bacda8ad6f8d0>
(0)
A Simple CNN/Train/Cracks/c10.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bf83e3435c2232e7484c7deeaea6fd0ed78d06b193f8f8f10c4212c88e7a474d>
(0)
A Simple CNN/Train/Cracks/c100.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c3adfa32212ba814911cba3fe8db9fa6a282ece51841f15cf35f90645ef205a6>
(0)
A Simple CNN/Train/Cracks/c11.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3dfc2f55777bf089f5230202cadebffd26fba126fdb84bd362bd340692b4ded2>
(0)
A Simple CNN/Train/Cracks/c12.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4b724a1cec9be9625d23491c4b4fe0ad49a2169375251e6722282fe6ba026041>
(0)
A Simple CNN/Train/Cracks/c13.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c46273cf5e973296dd2909cbba31bb71f87b184cc039cea11bbf00aca503923d>
(0)
A Simple CNN/Train/Cracks/c14.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2d0f25bb31ee7704e70974a05a9f26ea50c562d479b9bbee46e649f560ad284e>
(0)
A Simple CNN/Train/Cracks/c15.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-aff2ea96b8e43e4982d2bc768caacf8a5b6d994945476003be15388614eaf663>
(0)
A Simple CNN/Train/Cracks/c16.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b10d8e4fddb3494255feaa808b8b285f277b05fed85a4fc0ee87d5ea89e4e2d8>
(0)
A Simple CNN/Train/Cracks/c17.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-255a34964dafdde3f4d63960292b59fa9308adbcf5bd1da5c38d657130ef9b5a>
(0)
A Simple CNN/Train/Cracks/c18.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5fbb7868345a224bd6d8389e733477546cba2e815e644713e290d50244dc1192>
(0)
A Simple CNN/Train/Cracks/c19.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b6f545d6f471ed87dade1ca975b5eedfc18dc84954ced864e4e9cb02e2a99e1d>
(0)
A Simple CNN/Train/Cracks/c2.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-069b10cad4c711a2fcab1f84fab8cf82beefef6816e2b17940187829d8a0bd99>
(0)
A Simple CNN/Train/Cracks/c20.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c3d42143a0c7b2abc3b38bf7fab5d32d696877baa1bf842df279881d47fbcde3>
(0)
A Simple CNN/Train/Cracks/c21.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7939b20886a5ee31494da4afe05e47e0799604d92e5cb088f7951725836140d0>
(0)
A Simple CNN/Train/Cracks/c22.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-9cd287bce382b7c8231978497748cc81279ca1d00f4a104762618f38a0cbed1d>
(0)
A Simple CNN/Train/Cracks/c23.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3d13976e7dc6256bf79d51c8631f287ec6eb83a542a8862315a91b67e6455e6a>
(0)
A Simple CNN/Train/Cracks/c24.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-84d0759a0550492d6e6ce6c6eb59f6bcd913546609e8cb415b0fe1ca4fd6a816>
(0)
A Simple CNN/Train/Cracks/c25.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-df079aae74e41c2b9972d64c88598c7f57d3b64c1da00902f23ef11a76b8c974>
(0)
A Simple CNN/Train/Cracks/c26.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bbcd6cafbcc3406080b07dc2a6d641742aea7d494264e8ed41d0cbb824056a56>
(0)
A Simple CNN/Train/Cracks/c27.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-81e4d5b3e648089e983ea46ee02468ec8ca11266464fc9edbcccd000b43d8ab4>
(0)
A Simple CNN/Train/Cracks/c28.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b1e14511c0d7e450daaf15fb9f5a0ef59a99de9ed6b0415c5b52b977a9411303>
(0)
A Simple CNN/Train/Cracks/c29.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-86eb2d1dcdfa03f0c4e26000c7c2dc0d1df6a8a1c9d470d563f7ee82d8966592>
(0)
A Simple CNN/Train/Cracks/c3.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7bc5b7b57b8f96a9859fe508977388e638d34dd5092eb7da7f9495a2c1313062>
(0)
A Simple CNN/Train/Cracks/c30.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3b2b3bac1c7195bc56022a0177f0ab7b803df1db0de9ff9e20155099b9706795>
(0)
A Simple CNN/Train/Cracks/c31.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90ee5cafde795d941badf53d23302ad7a83ed087ab5b4ddcd3a04c550ab6751e>
(0)
A Simple CNN/Train/Cracks/c32.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-9c06614f3870a787ca96e367e5d75bd246e6fed37ab11f96c7bb1b85530caba5>
(0)
A Simple CNN/Train/Cracks/c33.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-07710554871f440bb6ed3a3088ceeeb20bd2b7cb003a41b196c194da6cb3b517>
(0)
A Simple CNN/Train/Cracks/c34.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8a5f09fe239a7f760381e270fa49799246ba71a2621706193f2ca950c021d447>
(0)
A Simple CNN/Train/Cracks/c35.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-216827cc37b14ed6fa52b57645b7e76a122a7bea55269ef828723a6964aa3187>
(0)
A Simple CNN/Train/Cracks/c36.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b3e05f3ff2346515e675830d80f5f36b5f09510fcf8e61eea610ef20a583058d>
(0)
A Simple CNN/Train/Cracks/c37.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4683c6978b1241a98a75decd70b44da8f45cce6c2d1e6aa31eed78c676bb46b1>
(0)
A Simple CNN/Train/Cracks/c38.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-eda3d3b6ac86740add1e891a0d1b84e56b1e6468f18d450413e470a78ca51dc2>
(0)
A Simple CNN/Train/Cracks/c39.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-37c610c36eb4ed6dd8950466bd8ec37ff069feb2f50b798aa991ec58a14e707e>
(0)
A Simple CNN/Train/Cracks/c4.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1b31c5f3454de53cb84bc84d88cf2ab8eeb4fa4bd1270c232b5a95798166f63c>
(0)
A Simple CNN/Train/Cracks/c40.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b5d06149deb0cf74901f1e8e77d3e54bad41d0ae114eb6daae4c73d8278dfb91>
(0)
A Simple CNN/Train/Cracks/c41.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2e5d26f5a90ea374d5f31cbf3768931256ccc7cbce9fee82c714870909a06fc7>
(0)
A Simple CNN/Train/Cracks/c42.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a152b2aff3a0b5a15c2c717fb2824ad52c77fa57abeb5e9cdbc0c78612f50801>
(0)
A Simple CNN/Train/Cracks/c43.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5661387e2ed63cc87fd8d30113b0fb7a754dcee3679630239171f146523efc11>
(0)
A Simple CNN/Train/Cracks/c44.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f3c06a9b6b84cf43ac108f9b0258984d786ce36ec784d5eb41645ea5f906cb23>
(0)
A Simple CNN/Train/Cracks/c45.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90299ce742acda0ffdd941ae5e4506e4415ca6894a4d3603b5e04d4ecd7967ff>
(0)
A Simple CNN/Train/Cracks/c46.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-90a5a307b9ed1e117b53e2c98a8fb328c6f1b10c67481a9032cb1beafa25dbb7>
(0)
A Simple CNN/Train/Cracks/c47.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fe090e111787deeb131e7feb4592b5d594df53ffc2b701952d36369364443351>
(0)
A Simple CNN/Train/Cracks/c48.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6846af39f7bc6808cf3bc6ce059fb05f89e1b802784570d28d79c0b0acec0f68>
(0)
A Simple CNN/Train/Cracks/c49.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0516d6be72fbd94d3936326dec4130cb7ec9841f2c028a144feee1493f9484e6>
(0)
A Simple CNN/Train/Cracks/c5.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-32c3956b0f7ebcfab31c384915fd0414b433ee965d088af4004caae88ebad4ab>
(0)
A Simple CNN/Train/Cracks/c50.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0bc5d6e933cdcc364189d9b691e4436b5a1c30066bc4880f4bf6e14cdd8251ed>
(0)
A Simple CNN/Train/Cracks/c51.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fc85c471f44a2f49e5ff8a540b71db7cc83ac6b8016ea66fe9de4e21f2c38f3c>
(0)
A Simple CNN/Train/Cracks/c52.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c58fa4d8376308833add1c76d2a9467f7b44b8e8fe07548ac526c8130ea2e367>
(0)
A Simple CNN/Train/Cracks/c53.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5e8656a48f04b66d3ef0afcf6af7d42443ac8394bfb2dd176409733e11ce6061>
(0)
A Simple CNN/Train/Cracks/c54.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfd8c191486558f65d5aba26069df00ed2fdf641005d3fd09bec74960ab603e4>
(0)
A Simple CNN/Train/Cracks/c55.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5531e02ce9fa50e63e08d4b6fe588b96052a9805aa16c4f3b71bea8b48ce8231>
(0)
A Simple CNN/Train/Cracks/c56.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-103a48d7190f1b999041eefbe7b3fd341afc2f7300bf938f0d8ee9084f6eba1f>
(0)
A Simple CNN/Train/Cracks/c57.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-af30485ee780d7d12b92d55d48f1b6557d5106b46660fe2f4ea83e283eb3c091>
(0)
A Simple CNN/Train/Cracks/c58.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-62e46953f170c774c30d072cc929d71763211d22b550449ecf1ea253b4ac026d>
(0)
A Simple CNN/Train/Cracks/c59.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-72abd1a009c13a4139bca805e70925fb40ba5939f879d1c7c4be2b4ee88dbe09>
(0)
A Simple CNN/Train/Cracks/c6.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b985f8c325063dc93ec0e38ed2a2592e249723d1f39f0f82bf5a5fd8a014012b>
(0)
A Simple CNN/Train/Cracks/c60.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d3336625f06ba1f05b74857b2743033a6eb0d32ec60fe8bbee70dbd98c9509bb>
(0)
A Simple CNN/Train/Cracks/c61.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2f6fe4d78f044a2a233a4a3b4226107e4ce9682f4ed1ebfd577f75db3df9ec93>
(0)
A Simple CNN/Train/Cracks/c62.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-99f8665f5c017da271e554299c785ee6957270f5ad2aab7d9ee3c697a3ac6284>
(0)
A Simple CNN/Train/Cracks/c63.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4e0af3ac6b68d0eabd959fb7552c894a89a7eb35d24d0abb7e12e9668ffc0321>
(0)
A Simple CNN/Train/Cracks/c64.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-73fbe5543e3d8e6ab7cecb6148f957296b15786c75ed7eabf60ac9b4345c8071>
(0)
A Simple CNN/Train/Cracks/c65.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6d69d9b2bb8547f46b9031af346674711464fce44f71a94aec8b1aa565163f6d>
(0)
A Simple CNN/Train/Cracks/c66.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7251cb47c7891f66243b1fd851fc125a2218ab597d56a6ee3b5cdc16ea006b5c>
(0)
A Simple CNN/Train/Cracks/c67.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f05b11ecc15a5d6408bc384d5531afc74f330c7ca28a6cde3a4b2c89dc1e8ea>
(0)
A Simple CNN/Train/Cracks/c68.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4a2e05a08f9a9eccfaf07bd23efcfb1c098fad165d9c61c8724058994e86573b>
(0)
A Simple CNN/Train/Cracks/c69.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5364b8922c17fe922e5805a97f4b1460dd967e377363ee6b879f7dcd8d3e8efa>
(0)
A Simple CNN/Train/Cracks/c7.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-282011acf91b1564c2baeb4eaa388b64f18ae877dc4f1a01d299000efc0ba907>
(0)
A Simple CNN/Train/Cracks/c70.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-494f48ad01a0b00f7bc9ae157713aaed35169f313115b78bae820389cd2e749a>
(0)
A Simple CNN/Train/Cracks/c71.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4719a9cb60e1030bfa795d5e9e7cd6bccac838bf4eeb23f177ec3065e8a47a36>
(0)
A Simple CNN/Train/Cracks/c72.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c269b2b2f94f062c9eac073ccbd6d926bcd1abe8da347fefec88724013267c7e>
(0)
A Simple CNN/Train/Cracks/c73.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4cc4787c265ff1e5ad35215adaa27015f7fafcf7a308d85370d7ab66d1364f8f>
(0)
A Simple CNN/Train/Cracks/c74.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-18f8f3ce7d7d28fa698f433c54337e1351b23835ad9e3fbc8a51dd68156e8956>
(0)
A Simple CNN/Train/Cracks/c75.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a63aaf57973f46a74c361318e35ef70ff9709added2f0d7e336f210341327a2f>
(0)
A Simple CNN/Train/Cracks/c76.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-80e3374c099bcf353f47799757a946484a40210dab22bc137a10bb99e4a20011>
(0)
A Simple CNN/Train/Cracks/c77.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4f465e16f6cdd2c0fa7016f51260da39752e19a8b0eac4288ab556ff46d02163>
(0)
A Simple CNN/Train/Cracks/c78.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-67e87135b0a0ddc1e90eec6b7ede33fef02fd4d361b87cfa9348406817420386>
(0)
A Simple CNN/Train/Cracks/c79.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-56ddf538533a8413bff4a5c03dd713677c3a598d3c91172b6558d11b735cffbe>
(0)
A Simple CNN/Train/Cracks/c8.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-24a2cecf211d478556e70b27ab15410095418036bb7b0b1b86775bb660fd57c3>
(0)
A Simple CNN/Train/Cracks/c80.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-784e6f8067b50178d927839b7f50af48fbdb32fa025b37cfe6dc3c9698b9190b>
(0)
A Simple CNN/Train/Cracks/c81.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8872567670b9597629cf68e0c9ef7676fd71140cc106437dc59b9fe6f46fe498>
(0)
A Simple CNN/Train/Cracks/c82.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-54716de4543c91cc5065ec52ffe2b5254f0c8f0816a9e51a946a83595fbb2402>
(0)
A Simple CNN/Train/Cracks/c83.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-96e03115c06e7cba9d12b791cbd1fb53f53d952f91dd00317bed5daf47c9fd93>
(0)
A Simple CNN/Train/Cracks/c84.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8e97e2f4ba6aa8570947e98e9e4e3611e3667c13739103db3865a9349b86daa2>
(0)
A Simple CNN/Train/Cracks/c85.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3bbc2f660d57c8365fd833ea6329a96973e9103b490f1978104b7fd05fc7a63a>
(0)
A Simple CNN/Train/Cracks/c86.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ef5bd22793d6be9688a3e3bef01b37b2b7298541ec69a838ce3e272b6a29bcbc>
(0)
A Simple CNN/Train/Cracks/c87.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fc4eedbc07db57c0087bcabfc3fdd6fa3b19d985e40a2ee244234b527e373d7c>
(0)
A Simple CNN/Train/Cracks/c88.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1b71ac55472c74327e9b9f514b9d0edea9e6c0f45542b62a7f90a5b3c8f64a50>
(0)
A Simple CNN/Train/Cracks/c89.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-988befdcc531cf43e4f5bd073ea44180e6ab3cd5fb958ad7ca11f097d970a50f>
(0)
A Simple CNN/Train/Cracks/c9.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bf14d7423b568512f80a5286e514e5eadac04171775d1f6d7a91720dd13171bf>
(0)
A Simple CNN/Train/Cracks/c90.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c71d976699d858cb92d6b2da6ac44cc33058c16279226850cec22db86999717f>
(0)
A Simple CNN/Train/Cracks/c91.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-be762d3ac081684f922d088afdbb89dda9bd9e4c9853dae42b95c61d63751abc>
(0)
A Simple CNN/Train/Cracks/c92.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-48e3d739efc2729a71dd442200f0e6326e206d766443d1e4ffbf560fec98a722>
(0)
A Simple CNN/Train/Cracks/c93.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f2b22e527d324d319dca3042c54a7fa3cbceb4995b52b2fecfa2f96f8c1f8b7>
(0)
A Simple CNN/Train/Cracks/c94.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30a4be34ec6e23c7b5d0928c7863788e045a7b000397dc6c877375e73a8842a9>
(0)
A Simple CNN/Train/Cracks/c95.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d5a4f96ca988e82af180fbd29dd70508a9aacb23e7a105ccdfd9b3b1b63f7140>
(0)
A Simple CNN/Train/Cracks/c96.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-23ea9c10f70f280a131c289f0ef60b114829ddd0ac3751f2723081813a8bbc56>
(0)
A Simple CNN/Train/Cracks/c97.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3534d073027e78ce7868e25c9ac00d8f7d6ff40cc9276aae930568e7c2420cfb>
(0)
A Simple CNN/Train/Cracks/c98.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-676b9b3c66b777cc321be37fbf0f8e4aacb79d41c7ab65d642c17223bb4e4cae>
(0)
A Simple CNN/Train/Cracks/c99.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ad59291c4f385edc222de886dc948535d907bc9dd63efafbc54a9c1433b95572>
(0)
A Simple CNN/Train/Pores/p1.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-54f4cbbdf9a77fc286598f7344d0bbe8e84aa5f6afcc9a3bddd8bd8356228165>
(0)
A Simple CNN/Train/Pores/p10.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f7d0594eeb74cd9bf257cf2b70098c67939ca3db79358ecac54f8b350901b3d4>
(0)
A Simple CNN/Train/Pores/p100.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1d70a59441270216ad99bd022fbfec575fa0a2b8b44d36197e5a575cfb246707>
(0)
A Simple CNN/Train/Pores/p11.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1074250f645f3418f32d3b91dd6ada35755bd508e6cf29840bd41b314b54f851>
(0)
A Simple CNN/Train/Pores/p12.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e64a646b9f3037bc6da3f7c9d5a1f1b556c42b3d1cf4950d808e8f0c322c443a>
(0)
A Simple CNN/Train/Pores/p13.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-47187c6c6f509e62344cc779992fff51d79c9d51e20131f192b72d9d42f1b5e8>
(0)
A Simple CNN/Train/Pores/p14.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-890c3777535c9bbbb8061634ef7ef26ad771e28b781e65839c709f5cf4fc0253>
(0)
A Simple CNN/Train/Pores/p15.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-33c5d4616119136b5c041619ce1b8928d17311c98607c49ea881a6a1b60de1bc>
(0)
A Simple CNN/Train/Pores/p16.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7a2154b242963e51f485ef659163b95962c0f16df247ea35e4a79c383baf3ef4>
(0)
A Simple CNN/Train/Pores/p17.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ee3aa572025d8e218f972e2d1f07b020ca14d6226c1bc63432bef779ea8111a1>
(0)
A Simple CNN/Train/Pores/p18.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d7e404a1b9ba6333ed43c302aaad61589aef30c2ee9d8f44fd02b3496c101c8c>
(0)
A Simple CNN/Train/Pores/p19.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-67591d3e30c0252e347a103e78fd6b7e1be521a905dc20778cea0aab9545b9c1>
(0)
A Simple CNN/Train/Pores/p2.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-99518923aecd47a1b5194565ba9babdb78d30cad3e8b6e2d57604fffbc5edf10>
(0)
A Simple CNN/Train/Pores/p20.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-32f467b212311cff27ad23ad102c0ca89bd8733ad6f0e0faa6d40ca94b0730c7>
(0)
A Simple CNN/Train/Pores/p21.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfffaff4c6e94b855d4325e7829010d6effe9ae62cbe8ffe7ccf37310d858c72>
(0)
A Simple CNN/Train/Pores/p22.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6fb861d7705d7f215fa63e21764f545c86354cdf8d78db4bf9b64f0a9ba06b07>
(0)
A Simple CNN/Train/Pores/p23.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7e1ffe8095d8947ef8546291d245966cbae70870469eff3992769b49a18ff985>
(0)
A Simple CNN/Train/Pores/p24.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a1848fc020d7173110636f0d908cf0a81787837fe2de2bcb2ad7361815dd4cc0>
(0)
A Simple CNN/Train/Pores/p25.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-53d4a586af0224a36ecf2e9f2f2f99f407e694aac5cdbb16eba3036289e939e6>
(0)
A Simple CNN/Train/Pores/p26.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-64db9fa183b83d654e2569394ce0d1c5d0b1122dcb3eb219130ec832041ad139>
(0)
A Simple CNN/Train/Pores/p27.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-472563f4a25a126165ae4d34de742a31bbf71e99d5c002386c49622ca5f15b5d>
(0)
A Simple CNN/Train/Pores/p28.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3382dee6e108a7b8d80e8bab66a5822b1250e4331f0f6672f125c962f77da2e3>
(0)
A Simple CNN/Train/Pores/p29.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-04ee72132047f92208af29d59c70f8ca1eda610416f5484a5c8df5394982d18b>
(0)
A Simple CNN/Train/Pores/p3.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-127a3c930107a1b2f47a42e77913192c3bbed5730e4f8b774aadba19aaba1239>
(0)
A Simple CNN/Train/Pores/p30.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fde2e954b1e323fded1e76b393cb8657587e8819af4e15104f378357c2aad416>
(0)
A Simple CNN/Train/Pores/p31.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-03f11d989097faee89defdd8bfc56dd31c5f18e6325c1396198d21d2fcf5540b>
(0)
A Simple CNN/Train/Pores/p32.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-167ad5b06c1dca162fed398c4e72baabe80e59137bdea52abc0c449f838b7506>
(0)
A Simple CNN/Train/Pores/p33.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-61daa86d8db16ce6047e09559157c6cc7b2c3fc12b6466ac91dc977dba0d1f26>
(0)
A Simple CNN/Train/Pores/p34.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e7cc8db240d81580b54a63eb89e2609e8583ca342d85176351df277bfc8d62a7>
(0)
A Simple CNN/Train/Pores/p35.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fddfc7ad0c5093b96fcf7bfd3e600db6c351f03fc1fad27702299afcac581679>
(0)
A Simple CNN/Train/Pores/p36.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-82422cb7715c2751213cfc0b3d24cbc169c6bde4371492b948b2cae9b8ee06a0>
(0)
A Simple CNN/Train/Pores/p37.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f687a7cd81d10dcf66fc6d4db8ae8a225f58b056110bcd6f71b2111bdedd11bb>
(0)
A Simple CNN/Train/Pores/p38.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5a607724f3db2e5837cc23d8470091c35bc161b6cd72e284f97ee6cb81380db3>
(0)
A Simple CNN/Train/Pores/p39.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-51f86f5d71b44084a496d3fa9ca2423867987ca451d496de8596408361bf4bd3>
(0)
A Simple CNN/Train/Pores/p4.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-06db19ac062a96d08972b8fc9c4f396b27be0a19c8886a0cb894644920c5fbd0>
(0)
A Simple CNN/Train/Pores/p40.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a9818377fc51af30ca6d069b607f2dad6291519999a5b93a70999afa7f1e86f0>
(0)
A Simple CNN/Train/Pores/p41.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-703addf58fcc14d33cd180b9ecbdcc27678145a28d7f2cf9fcf0a477282c7601>
(0)
A Simple CNN/Train/Pores/p42.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3ff72e667c4a0b446bf20425109276c1b20c58ab4cb06f85921c0218e5190446>
(0)
A Simple CNN/Train/Pores/p43.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c5fc42bab7d5c474d09345870c2ce154617a973f7805d80b8554849e975f16cb>
(0)
A Simple CNN/Train/Pores/p44.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b5f36c20fadfd27fadcba23bf04a32eaa510220902a36b6be4c56f699f3e170a>
(0)
A Simple CNN/Train/Pores/p45.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0e978d9a36186ca9f9049ed92dedde867911bfd225dbc4b48fe5ddce57026da9>
(0)
A Simple CNN/Train/Pores/p46.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c7d1f57ede1392124362ab81f81873770a1cc8a18d256f5374f3d2e9474d3569>
(0)
A Simple CNN/Train/Pores/p47.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-159dce9d7751ab25c569b00b214b635a8563bd28997b00b21ece3c3691a3893c>
(0)
A Simple CNN/Train/Pores/p48.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5de90c43638b62d6ab02b641787b08b138364a006497793a789ca8b38a1b6d9c>
(0)
A Simple CNN/Train/Pores/p49.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0abe9cebc34d120745cce5cf5c5af6f0c34678858f3d91dcba447b065897cd0a>
(0)
A Simple CNN/Train/Pores/p5.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-978736d70b740f29c5872328d607b82cd8bfe4d15eabc298d65a6157e88160bd>
(0)
A Simple CNN/Train/Pores/p50.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-45e6cbd140e262827c4776b3163aa1f1479521fe2bacdae30e528440b1b78581>
(0)
A Simple CNN/Train/Pores/p51.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-900b548603413b012581461ea7ad562068c0a693fa8d900372349dd575d62541>
(0)
A Simple CNN/Train/Pores/p52.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-41fadf84212cf649003811c6a0f15c44fbf166cea25b7b27101b00e41b64460a>
(0)
A Simple CNN/Train/Pores/p53.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-94c0adf81d070db1c65580236e9518469b41986f90d462a358cd76c229e4f72d>
(0)
A Simple CNN/Train/Pores/p54.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-16cd70b9e3cbfa71c928566bc9e9e1d74e02967410ef170fc15bb9921bf29780>
(0)
A Simple CNN/Train/Pores/p55.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-82b7f85887c1d6e34d4b7ee9e19a90d3b38d0f67faf22eed35853503dc43c2fa>
(0)
A Simple CNN/Train/Pores/p56.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-69ca6ca6c3dd914d10c0cf627c15798e0d400aaaab9efcd7942bef9100f80d24>
(0)
A Simple CNN/Train/Pores/p57.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8f5006a9295634c1b11fae98e4474ac03318226997077d581e133ae36a0ab1df>
(0)
A Simple CNN/Train/Pores/p58.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-02c90f9d5cea00758f81e96f98d20eae4305640df7c22a6629a07d4b9f0ec8a6>
(0)
A Simple CNN/Train/Pores/p59.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3dbb658448b653012dc00f56b6b46e72b2f6f3deea9e25e2c102b2f0992f0779>
(0)
A Simple CNN/Train/Pores/p6.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7602ee8fd37e472adea704a5dd9ef240b4d4d27e85aadf9d7d077329035023a9>
(0)
A Simple CNN/Train/Pores/p60.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-33e294e393fe7089436f9efca77df5bae6de1c7a47bab1a2010eb289df2a6ff8>
(0)
A Simple CNN/Train/Pores/p61.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-493561dbf2cf8f8e04b6ad11a468c26abc58fbb799d05b843ee81e076ca0326f>
(0)
A Simple CNN/Train/Pores/p62.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b824d2faa81d8f8bd33bb3a9989f2e9e1481d6c6f1957cbcbb815eda92d406d7>
(0)
A Simple CNN/Train/Pores/p63.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bcb2aa780b28014550a25662cb6220d9297304cf73e037fa7e42e861f735b180>
(0)
A Simple CNN/Train/Pores/p64.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-feab5a9deef5b35c6d4dd4b3d9fad3a77fc3892359f7e654ee07c397e56067f9>
(0)
A Simple CNN/Train/Pores/p65.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8961c869fff3eeab7471112ef2c86fea344543e191b613c92c224d05abb5c429>
(0)
A Simple CNN/Train/Pores/p66.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-264a1834b6abfb3c12088c7c7a6413c8cd7ab72e0387301c0db97f7c22a5155f>
(0)
A Simple CNN/Train/Pores/p67.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-daaf2f7660c8f3f6753d0674383e89847f93cf1f28dfbcf35ff32677f6735fca>
(0)
A Simple CNN/Train/Pores/p68.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b1598091ea63011b3dddad4af76bdc523c8ceacd97558d2194cfeb63b28bfbd8>
(0)
A Simple CNN/Train/Pores/p69.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0eb1829acf47f7220825945c72c42af4a1bb1bb976e5a715749e32d560dfa602>
(0)
A Simple CNN/Train/Pores/p7.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30253964fd9ba2268a8110864a53df77430076bfcd8030624f05b180886b2ead>
(0)
A Simple CNN/Train/Pores/p70.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-a03f4635a854ff993a0e43ec277149d92d15f8740d36d8741865d20f8706ee65>
(0)
A Simple CNN/Train/Pores/p71.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1f9532fc89bc658f9571c9b4ed45611b4423bdd4c8a9f4609c949f9a2ab2ac3b>
(0)
A Simple CNN/Train/Pores/p72.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fb64adbdbdb43b547ee45a5691569957dc908d6f1f73ca034a546776786d0d9>
(0)
A Simple CNN/Train/Pores/p73.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2304fde5038144276d6ba454eb541eb55f2d7a87db19cb9334b4de26b92676d2>
(0)
A Simple CNN/Train/Pores/p74.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d4e0b805a0cad905a2218d4763268188acf5dfa5080cd884fd77cb7e088e69cf>
(0)
A Simple CNN/Train/Pores/p75.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-bfedd2df8edbe4c41b6b01fd369f58e29a91f7303858e03f281a93115b860203>
(0)
A Simple CNN/Train/Pores/p76.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-c7d4a81da1f53048e9a0b6a378c86cb65d793c0587f8e02988c7782184bad239>
(0)
A Simple CNN/Train/Pores/p77.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f0052c2b84fd9493bcb2724cd00df55ae23f46b066521e6976ab0aef6cc25384>
(0)
A Simple CNN/Train/Pores/p78.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1a4010f311d9b545c21ed3a743a8699a3a29a06d63c2c20a37c34db946d67885>
(0)
A Simple CNN/Train/Pores/p79.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-86dc011ace4632bd9fb75768037e357097f3b667a11ecf5f2ae9e54cb6599c3a>
(0)
A Simple CNN/Train/Pores/p8.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-896e55e279d51c01d162a9006128397e64e3b0f45c1196b8a00bfb9a44ec160e>
(0)
A Simple CNN/Train/Pores/p80.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-fef256ae0fa1504b9fc00f2ef656a8c808976f6b5489c35eccc5383a3d4b78f7>
(0)
A Simple CNN/Train/Pores/p81.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-45ac6159a2b5c2e9fe82a4cee0156b1a76e16d63264474f9a66ca2b42e33c3f7>
(0)
A Simple CNN/Train/Pores/p82.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-17905a908d2aaea89dbe5d66a996407bc874c781724ed0f19291a921e1e34294>
(0)
A Simple CNN/Train/Pores/p83.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-47f18ac320fc225c7bd8101219b6152a0e8df54bc4e6132fadccb677088ab213>
(0)
A Simple CNN/Train/Pores/p84.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-238d893085891ee4e0d342aaef250cc6dd325e18e15043257bb721f8ae720597>
(0)
A Simple CNN/Train/Pores/p85.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-529b34cb9810902726b6fc4b1b5df540b4434dd857cc72fd8f09dccfa4ef5041>
(0)
A Simple CNN/Train/Pores/p86.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6d443691973c58ba69e136312930d927d8f3e3bbc08639b9e9a907fe38e91baa>
(0)
A Simple CNN/Train/Pores/p87.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-aee80e092e5bcb247c2ba7fcfcdf8e99d4a2dfd0774e883321f9339f1124f73d>
(0)
A Simple CNN/Train/Pores/p88.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6cd856e52b95a9c5772dd2dd90b29e59469830165b03973e1f61b99f952e9339>
(0)
A Simple CNN/Train/Pores/p89.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8f1034923039f5283061dfff6448466863b8dd6bdd4769ff4b4174409c272941>
(0)
A Simple CNN/Train/Pores/p9.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-6c5e31976907d1d1f053545468c59e83c6466df3f59cca6a874875b92245262c>
(0)
A Simple CNN/Train/Pores/p90.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f4899bbcfa886f35514fbdf5a2ed5f19b79266b126572057549eaf6cde3057a8>
(0)
A Simple CNN/Train/Pores/p91.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-092b4f54fed6f10e642a67ea6fd03a9d24baac9f50066bf431ddb2bdf58373ec>
(0)
A Simple CNN/Train/Pores/p92.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-257c0036e168aab3084aa87f03cd81ec55f4b10c122847f0b2fb5f261d71a066>
(0)
A Simple CNN/Train/Pores/p93.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7d8e29339816d18762038e677bafcd8d7d81a47ca48ce5720d7732b2292e974e>
(0)
A Simple CNN/Train/Pores/p94.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-362886f9d74942daea73e33cb01e97bf44662517e7edd03c2cdf2210bc6fadde>
(0)
A Simple CNN/Train/Pores/p95.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-65ab0a14a7ba37e8bc5034357340b2f80853cf07e88118b0d35c3bc3c0ab36a4>
(0)
A Simple CNN/Train/Pores/p96.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f81274affe4d91b8393b0f36fa41f9fbc8815b792e70459e1a2f61d9097d0381>
(0)
A Simple CNN/Train/Pores/p97.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fefbcb9d926e61691093903aec2e202812b290d2a0a7d2986ff506dfc92e275>
(0)
A Simple CNN/Train/Pores/p98.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ab4da63cc352dbbac5467ff481183a83be9002f4ec5330e70bc8f130b60c0ac8>
(0)
A Simple CNN/Train/Pores/p99.PNG <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7ff405a2fc2cf191188f604ef472d0f797413f0bce099b497ee868585f495b1a>
(0)
A Simple CNN/Validation_data/1.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-2265981365bf125de93f9d0695c8602be618d1990e25feaf2bbeaa729110c6d6>
(0)
A Simple CNN/Validation_data/2.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-20a82c31ac41d09bc1cd33851ea8baa0b369e266c4a8ead964d041bc7d0b7dad>
(0)
A Simple CNN/Validation_data/3.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-d8a952b7c41aab9e9ffad658177a7ded274dc8729c440599a8392da38b53fd4c>
(0)
A Simple CNN/Validation_data/4.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f0f53b406b38f8e293ba1084d29c6f190084a00daea9731f0395e7c9a0842de>
(0)
A Simple CNN/Validation_data/5.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-4da958b47779d8d47e2071c0cb21c5b8a70c3f2484275b4c520e6507f9d20890>
(0)
A Simple CNN/Validation_data/6.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8efd670c93a3839a01b514958d5c64e6bb0df146930dd33f847e1ec151ddadcc>
(0)
A Video test/Detectron2_Video_out.mp4 <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5567c8d37ea5c9cc629f56e16b6827a68f50569d5d9475dcaefb8804896c8196>
(0)
A Video test/Detectron2_video_test.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0ea59dfa41cfe0bbd6c1870ee4940a2ce22916476f866c155bd428db8010ab6b>
(1845)
A Video test/test.avi <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e23b54d85be51bfd50f694a97091fe089718b3da92f81cd0495330d90d757b63>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0041.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8a8484d5ac60a7b2884de2671b2cd54ba707cd9399c4e41a8b902cbbcbcf62e0>
(2782)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0041.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b208d019c4c66a8de94f7a3b927ae327b77aa3ea618cfd19b1436899423aeb1e>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0151.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8012079302c5f004d8bf6b5c9e15728f2bf0575d8b2910de14362b187c32e062>
(4190)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0151.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e6d4811a995999bd92ff720193959142561e282e5c8560d3e4ab937687b85513>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0271.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-923dceaa6e996dfc70c1d2d8669ec7f15c3c410937b789ce816caf7a9a5ec84e>
(4150)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0271.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f99b7f3a3dcc97867fa2cb811c362df679166d1f8a24b76eb8f85346da4d7269>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0951.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5cfffbb2d7a0318b364d5d69dea0558be3f45b98d50807f30eaa62c0079ffe76>
(3742)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0951.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-18f741270f615d091023857234ec9f10fb2c49b54a1365c25a650d9a6134073c>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif1141.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-5f8b8ce2be589b8f24573b8dc923c3f7b37498148179d2bad2386b80bc6df560>
(7006)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif1141.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-3ddf38ed45c216d5cc138b2c6f72a259f164ea5d6645e5b3a3f54b8098981993>
(0)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif1221.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7c33f60035167a5aef8bcf00c8a3f0de690568551b084e65d459da6f20b61811>
(2110)
A Video test/video_train_data/video_train_data/train/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif1221.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7453a56f7537a759324e62ccf28d1afba28e430cc0eec7daae918fbce7691435>
(0)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0331.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-69059c2415ee2dcf5d04b9bdf534bdc3d5c246c934af3cdbd68875bb9c448675>
(2030)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0331.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-584f5555f64f558b7855449e43914a796204eaee3175ff219aaccf4256498373>
(0)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0721.json <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-7fbbd200e726017b57b24c2eea895bcc06946125b900ac5f8ac62a41592ef845>
(2046)
A Video test/video_train_data/video_train_data/validate/ZEISS XRM 620
Versa_LSU_Sample1_HR_0p7um_.tif0721.png <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f5a56518d834ef70e2b7b35247c79546eaedee71ffdba0dd826570e3fdc78fcf>
(0)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.1.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-cc6e4abe0e93193eeee09e7ba32b7e166f70db99d1b9ae4792a48004d1121976>
(6711)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.2.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-ddf225d32ec4837b3edf4426554879c6ce967e270d0e8cc498578320bec1fada>
(6735)
A YOLOv4/YOLOv4 LR 0.0005 scale 0.3.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-93be940e8562ce9e1e2ed290b91d80341ee35fb7689b89b35a0e2e581fe29943>
(6725)
A YOLOv4/YOLOv4 LR 0.001 scale 0.1.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-05117551a59685784908760e9346cec7784b806006f0daec35ca57272f1dae21>
(6682)
A YOLOv4/YOLOv4 LR 0.001 scale 0.2.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e582867966218fee970df1f785aebbc089cccd35eb0df2e013a17ded4ce14abe>
(6743)
A YOLOv4/YOLOv4 LR 0.001 scale 0.3.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-622982508e13a69e06fcadf96a8e81889a962bd4dae725d7a89821cd2182e6a2>
(6736)
A YOLOv4/YOLOv4 with 3600 iter training.ipynb <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-e5a3b01d7fa4632cf18401c8abf32afe811210b1f241ad53e8c5615a6f919f82>
(6787)
A YOLOv4/generate_test.py <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b835bff358c86f16ea8b305c1ab61a3aaffb753b181505bb8eacf5c07d229c2a>
(21)
A YOLOv4/generate_train.py <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-46e0aac9bd4c0a5ccc91a217b0337e22c747dc8121fd70cd10f7b66ece8ad30b>
(21)
A YOLOv4/obj.zip <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-0da5d0430ce80b65a8e3d3d0a19be4cbdf683a04c9f7a8feb60155e73cfc1a35>
(0)
A YOLOv4/test.zip <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-1614b9c9861df2545266456a5e84da786c4859d1918f704c6e5915002492dbd3>
(0)
A YOLOv4/test1.jpg <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-b6d671005a136b58e288819cb6dc88fdb5d6d5dc0bc9ce93fbcd9e20ffc69901>
(0)
A YOLOv4/test2.jpg <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-8fc888b233b0d05fb34fd621dbc921107f432ced4bc54a38b371ff76a20671ff>
(0)
A YOLOv4/yolov4-obj.cfg <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-30231400243ea196e1a2622ec13db9f4962bb86d43bd70d6a0bb2a8d17938f15>
(1160)
D pilot_dataset.zip <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-f69f04599a74bad3ab52388ff9c3c343a49fa49a81f26e67f66388463067b42b>
(0)
D pilot_dataset_new.zip <
https://github.com/neclipse/Metal_defects_detection/pull/5/files#diff-498bc9e642760cab2502cddae2e3813a1156b5bf0cf9786b9872a8b2cd2e29a2>
(0)

Patch Links:

https://github.com/neclipse/Metal_defects_detection/pull/5.patch
https://github.com/neclipse/Metal_defects_detection/pull/5.diff

—
You are receiving this because you are subscribed to this thread.
Reply to this email directly, view it on GitHub <
https://github.com/neclipse/Metal_defects_detection/pull/5> , or
unsubscribe <
https://github.com/notifications/unsubscribe-auth/AL3EMJJDSS4NXJOEPJGOMBTTH4XODANCNFSM42VK3ANA>
.
—
You are receiving this because you authored the thread.
Reply to this email directly, view it on GitHub
https://github.com/neclipse/Metal_defects_detection/pull/5#issuecomment-816824210,
or unsubscribe
https://github.com/notifications/unsubscribe-auth/ANUN5EH25QUL5FTHRKQIF43TH4XXHANCNFSM42VK3ANA
.