ArkAiLab-Adl/Nexora-vision-dataset-v1-medium

Nexora Vision Dataset v1 Medium

The Nexora Vision Dataset v1 Medium is an expanded release of the Nexora Vision Dataset, containing 5,231 high-quality AI-generated images built for serious research, training, and evaluation of generative AI systems.
Developed and curated by ArkDevelopmentLabs / ArkAiLab (ADL).

---

Dataset Summary

Nexora Vision Dataset v1 Medium delivers a large-scale curated collection of cinematic, realistic, anime, sci-fi, and artistic images optimized for AI research.

This version significantly expands upon the Mini release by offering:

• Higher content diversity
• Better visual balance across styles
• Larger training potential for diffusion and multimodal models

It is ideal for developers who want more meaningful training volume without jumping directly to very large datasets.

---

Use Cases

This dataset is suitable for:

• Training diffusion models (SDXL, LoRA, DreamBooth)
• Style extraction and aesthetic learning
• Computer vision experiments
• Dataset benchmarking and evaluation
• Visual consistency and coherence testing
• Pipeline and infrastructure stress-testing

---

Supported Tasks

Task	Description
Image Generation	Training and evaluation of generative models
Diffusion Models	SDXL, LoRA, DreamBooth workflows
Multimodal Learning	Vision-language research
Representation Learning	Feature and embedding generation
Benchmarking	Image quality and aesthetic analysis

---

Dataset Structure

Nexora-vision-dataset-v1-medium/
├─ images/
├─ parquet/
├─ LICENSE
└─ README.md

---

Dataset Size

• Total images: 5,231
• Resolution: High-resolution (portrait-optimized)
• Formats: JPG

---

License

Released under the MIT License for repository structure, scripts, and dataset layout.

Images License

All images in this dataset were obtained via the official Pixabay API
and remain subject to the Pixabay License:

https://pixabay.com/service/license/

Image rights remain with their original creators on Pixabay.

---

Attribution

If you use this dataset in research, training, or publications,
attribution is appreciated:

JackMa — ArkDevelopmentLab / ArkAiLab (ADL)

---

How to Load

from datasets import load_dataset

dataset = load_dataset("ArkAiLab-Adl/Nexora-vision-dataset-v1-medium")
print(dataset)

---

Download Links

Hugging Face https://huggingface.co/datasets/ArkAiLab-Adl/Nexora-vision-dataset-v1-medium

GitHub https://github.com/ArkDevelopmentLabs/Nexora-vision-dataset-v1-medium

---

Credits

Developed by ArkDevelopmentLabs (ADL) Dataset creators: JackMa (ArkDevelopmentLab / ArkAiLab)

If you build or fine-tune a model using this dataset, citing Nexora Vision Dataset v1 Medium is appreciated.