Update README.md

README.md

@@ -1,3 +1,92 @@
----
-license: mit
----
+---
+license: mit
+language:
+- en
+size_categories:
+- n<1K
+tags:
+- art
+---
+# Nexora Vision Dataset v1
+
+A high-quality, multi-genre image dataset created for training and research in generative AI and computer vision.  
+Developed and curated by **ArkDevelopmentLabs / ArkAiLab (ADL)**.
+
+---
+
+## Overview
+Nexora Vision Dataset v1 contains a diverse collection of AI-generated cinematic, realistic, anime, sci-fi, and artistic images.  
+Each entry is paired with prompt metadata and a structured Parquet file for efficient machine learning pipeline integration.
+
+This dataset is intended for:
+- Training diffusion models (LoRA, DreamBooth, SDXL, etc.)
+- Fine-tuning multimodal models
+- Research in vision representation learning
+- Benchmarking generative models
+
+---
+
+## Key Features
+- High-resolution images (up to 8K)
+- Multiple artistic and realistic categories
+- Structured `prompts.json` and Parquet metadata
+- Dataset licensed under MIT for open usage
+- Organized for scalable and repeatable training
+- Consistent naming and category structure
+
+---
+
+## Dataset Structure
+```
+Nexora-vision-dataset-v1/
+├─ images/
+│ ├─ anime/
+│ ├─ cinematic/
+│ ├─ realistic/
+│ ├─ sci-fi/
+│ └─ artistic/
+├─ metadata/
+│ ├─ prompts.json
+│ ├─ prompts.parquet
+├─ previews/
+├─ LICENSE
+└─ README.md
+```
+```json
+{
+  "id": "00001",
+  "file_name": "anime/00001.png",
+  "prompt": "anime girl cherry blossoms, soft lighting, 4k highly detailed",
+  "negative_prompt": "blurry, watermark, distorted face",
+}
+```
+## License
+
+The dataset is released under the MIT License, permitting academic, research, and commercial usage.
+Attribution is appreciated where possible.
+
+## How to Use (Hugging Face Example)
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("ArkAiLab-Adl/Nexora-vision-dataset-v1")
+print(dataset)
+```
+## Download
+
+**Hugging Face**
+https://huggingface.co/datasets/ArkAiLab-Adl/Nexora-vision-dataset-v1
+
+**GitHub**
+https://github.com/ArkDevelopmentLabs/Nexora-vision-dataset-v1
+
+## Credits
+
+Developed by **ArkDevelopmentLabs (ADL)**
+Dataset creator: **JackMa and Ari (ArkDevelopmentLab / ArkAiLab)**
+
+If you build a model using this dataset, citing **Nexora Vision Dataset v1** is appreciated.
+
+## Future Releases
+- v2 Coming soon with additional 50K+ curated high-resolution images
+- Planned support for COCO-style annotations