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| title: BWS Data Solutions | |
| license: other | |
| emoji: π | |
| short_description: CLEAR Act 2026 Compliant Human-Subject Photography Assets** | |
| # BWS Data Solutions | |
| **Enterprise Provider of 534,651+ CLEAR Act 2026 Compliant Human-Subject Photography Assets** | |
| High-quality, **creator-owned** studio and lifestyle photography optimized for **VLM, Diffusion Models, and Multimodal AI Training**. | |
| ### Why Choose BWS? | |
| - β 100% Proprietary β Zero third-party scraping | |
| - β Full Chain of Title & Forensic MD5 Hashes | |
| - β CLEAR Act 2026 Ready (detailed manifests provided) | |
| - β Rich, localized metadata for ethnicity, garments, lighting & context | |
| - β Professional studio quality (RAW + JPEG) | |
| **Proof of Concept (POC) Packs** | |
| **$500** for 25β100 curated images (48-hour delivery via USDC/USDT) | |
| ### Important Links | |
| - **Full Forensic Manifests** β [GitHub Repository](https://github.com/bwphotography-arch/BWS-Forensic-Manifests-2026) | |
| - **Python Loader Example** included in GitHub | |
| - **All POC Datasets** β [View Datasets](https://huggingface.co/BWS-Data-Solutions/datasets) | |
| **Contact** | |
| - Email: info@brettwilliams.org | |
| - WeChat: **Createphotos99** | |
| - Phone: (213) 924-3428 | |
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