| --- |
| license: other |
| task_categories: |
| - image-classification |
| - image-to-image |
| tags: |
| - physics |
| - reflections |
| - clear-act-2026 |
| - optics |
| - cyberpunk |
| - raw-data |
| pretty_name: Hitch Hiker - Mirrored Cyberpunk Reflection Physics |
| size_categories: |
| - n<1K |
| --- |
| |
| # 📸 Hitch Hiker: Mirrored Cyberpunk Reflection Physics (Sample) |
|
|
| **Provider:** Brett Williams Studios LLC (Florida) |
| **Compliance:** 100% CLEAR Act (2026) Compliant |
| **Commercial License:** $2,000.00 USD (Non-exclusive) |
|
|
| ## 🚀 Dataset Overview |
| The **Hitch Hiker Collection** is a specialized, human-centric dataset designed for training foundation models on **complex reflection physics** and **geometric light-path tracing**. This set contains 470 high-fidelity proprietary images. |
|
|
| ### 🤖 Technical Specifications |
| * **Subject:** Japanese performer in a custom mirrored polygonal suit on the LA riverbed. |
| * **Hardware:** Nikon D2X shooting 12-bit RAW with f/1.2 L-series optics for maximum light-path accuracy. |
| * **Environment:** Controlled on-location shoot using dual-source lighting (Natural Golden Hour + Softbox studio fills). |
| * **Metadata:** Python-indexed sidecar manifests (JSON/CSV) including focal length, aperture, and forensic tagging. |
|
|
| ## ⚖️ Legal & CLEAR Act Compliance |
| This dataset is **not scraped content**. Brett Williams Studios holds 100% Chain of Title ownership. |
| * **CLEAR Act 2026:** We provide the "Sufficiently Detailed Summary" required for mandatory federal reporting, protecting buyers from $5,000-per-instance fines. |
| * **Risk Mitigation:** Purchasing this licensed data creates a legal audit trail that satisfies federal transparency requirements. |
|
|
| ## 📩 Commercial Inquiry |
| This repository contains a **Technical Teaser/Sample**. For access to the full 470-image high-bitrate archive (RAW/JPEG) and full Python manifests, contact: |
|
|
| **Email:** bwfotos@me.com |
| **Website:** Brett Williams Studios LLC |
| **Kaggle Proof:** [Kaggle Usability 10.0 Page](https://www.kaggle.com/datasets/createphotos/robots-mirrored-cyberpunk-reflection-physics) |
| ## Provenance & integrity verification |
|
|
| All assets in this collection are documented in the |
| **[BWS Forensic Manifest Repository](https://github.com/BWS-Data-Solutions/BWS-Forensic-Manifests-2026)**. |
|
|
| Each file entry proves: |
| - **Authorship** — `rights_holder: Brett Williams Studios LLC` / `Ownership_Type: 100% Chain of Title`. Shot directly by Brett Williams. No scraping, no third-party content. Copyright reg. VA 2-196-154. |
| - **Integrity** — MD5 hash (`File_Hash`) generated at audit. Run `md5sum <filename>` to verify your download is unmodified. |
| - **Compliance** — `CLEAR Act 2026 Compliant` / `Pre-Vetted Disclosure Ready` status on every record. |
| - **License** — `Perpetual AI Training (Non-Exclusive)`. No exclusivity constraints on the buyer. |
|
|
| Full master manifest: `BWS_CLEAR_MASTER_MANIFEST_2026.csv` |
