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Update README.md
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README.md
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# UCF-Crime: Precomputed I3D Features with Temporal Annotations
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---
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language:
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- en
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license: apache-2.0
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tags:
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- video-anomaly-detection
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- computer-vision
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- temporal-action-localization
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- ucf-crime
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- i3d-features
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datasets:
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- sultani/real-world-anomaly-detection-in-surveillance-videos
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task_categories:
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- video-classification
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size_categories:
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- 1GB<n
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pretty_name: UCF-Crime I3D Features
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pipeline_tag: video-classification
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widget:
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- example_title: Example Video Features
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example_code: |
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import h5py
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import numpy as np
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with h5py.File('ucf_crime_features_labeled.h5', 'r') as f:
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features = np.array(f['Abuse/Abuse001_x264/features'][:10])
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labels = np.array(f['Abuse/Abuse001_x264/labels'][:10])
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print("Features shape:", features.shape)
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print("Labels:", labels)
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subdir_list:
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- abuse
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- arrest
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- assault
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- arrest_features
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- arson_features
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- assault_features
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- burglary_features
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- explosion_features
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- fighting_features
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- normal_features
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- roadaccidents_features
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- robbery_features
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- shooting_features
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- shoplifting_features
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- stealing_features
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- vandalism_features
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data_files:
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- train: ucf_crime_features_labeled.h5 # Single file with splits via metadata
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- validation: ucf_crime_features_labeled.h5
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- test: ucf_crime_features_labeled.h5
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---
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# UCF-Crime: Precomputed I3D Features with Temporal Annotations
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