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- license: cc-by-nc-sa-4.0
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- I'm curious, would these 2 images be too complicated for llm training? I'm a photographer and new to datasets.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # 📸 Hitch Hiker: Mirrored Cyberpunk Reflection Physics (Sample)
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+ [cite_start]**Provider:** Brett Williams Studios LLC (Florida) [cite: 5]
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+ [cite_start]**Compliance:** 100% CLEAR Act (2026) Compliant [cite: 1, 6]
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+ [cite_start]**Commercial License:** $2,000.00 USD (Non-exclusive) [cite: 2, 13]
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+ ## 🚀 Dataset Overview
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+ The **Hitch Hiker Collection** is a specialized, human-centric dataset designed for training foundation models on **complex reflection physics** and **geometric light-path tracing**. [cite_start]This set contains 470 high-fidelity proprietary images.
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+ ### 🤖 Technical Specifications
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+ * [cite_start]**Subject:** Japanese performer in a custom mirrored polygonal suit on the LA riverbed[cite: 12].
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+ * [cite_start]**Hardware:** Nikon D2X shooting 12-bit RAW with f/1.2 L-series optics for maximum light-path accuracy[cite: 12, 13].
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+ * [cite_start]**Environment:** Controlled on-location shoot using dual-source lighting (Natural Golden Hour + Softbox studio fills)[cite: 12].
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+ * [cite_start]**Metadata:** Python-indexed sidecar manifests (JSON/CSV) including focal length, aperture, and forensic tagging.
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+ ## ⚖️ Legal & CLEAR Act Compliance
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+ This dataset is **not scraped content**. [cite_start]Brett Williams Studios holds 100% Chain of Title ownership[cite: 5].
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+ * [cite_start]**CLEAR Act 2026:** We provide the "Sufficiently Detailed Summary" required for mandatory federal reporting, protecting buyers from $5,000-per-instance fines[cite: 1].
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+ * [cite_start]**Risk Mitigation:** Purchasing this licensed data creates a legal audit trail that satisfies federal transparency requirements[cite: 1].
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+ ## 📩 Commercial Inquiry
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+ This repository contains a **Technical Teaser/Sample**. For access to the full 470-image high-bitrate archive (RAW/JPEG) and full Python manifests, contact:
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+ **Email:** bwfotos@me.com
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+ **Website:** Brett Williams Studios LLC
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+ [cite_start]**Kaggle Proof:** [Kaggle Usability 10.0 Page](https://www.kaggle.com/datasets/createphotos/robots-mirrored-cyberpunk-reflection-physics)