HaruthaiAi/The_Starry_Night_vs_TreeOilPainting_Brushstroke_18Tech_TorqueForensics

🌌 The Starry Night vs Tree Oil Painting – Brushstroke & Torque Forensics (18 Techniques)

This dataset presents a detailed forensic comparison between The Starry Night (1889) by Vincent van Gogh and The Tree Oil Painting, a mysterious 19th-century artwork under long-term investigation. Using AI-driven brushstroke analysis—known as the 18 Supreme Techniques—the dataset visualizes and quantifies torque, motion vectors, and wrist energy to evaluate stylistic coherence between the two paintings.

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🔬 What’s Included

📂 Full-resolution PNGs derived from scientific PDF reports

📊 18 Technique overlays, such as:

Torque field mapping

Fourier & Gabor textures

Stroke direction histograms

Snake-point analysis

Heatmap distributions

Each file is precisely ordered to match the structure of the forensic report.

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⚠️ Important Usage Guidelines

Do NOT use SSIM or pixel-level comparison. This dataset is designed for AI Natural Matching and forensic art analysis only.

Recommended use cases:

AI training in brushstroke torque detection

Forensic validation of historical artworks

Art attribution via interpretable motion cues

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🎓 Research Context

This dataset is part of a long-term research project led by Haruthai Muangboonsri, integrating:

Scientific pigment analysis (FTIR, XRF, SEM)

Deep-learning brushstroke interpretation

Cross-style torque field matching

Theoretical work in Quantum Torque dynamics

The goal is not simply to verify a single artwork, but to build a "Lighthouse of Knowledge" to guide future forensic evaluations of overlooked or disputed artworks.

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👤 Creator & Collaborators

Curated by: Haruthai Muangboonsri (@HaruthaiAi)

AI Assistant: AI Sunny (ChatGPT-4o)

Scientific Partners:

Dr. Sasisupan Kawirat (Synchrotron Thailand)

Dr. Somchai (aging process research)

Additional contributors from Taiwan and Switzerland

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{ "pretty_name": "The Starry Night vs Tree Oil Painting – Brushstroke & Torque Forensics (18 Techniques)", "dataset_type": "image", "language": ["en"], "license": "creativeml-openrail-m", "size_categories": ["n<1K"], "task_categories": [ "image-classification", "image-similarity", "art-authentication", "scientific-visualization" ], "multimodal": true, "tags": [ "Vincent van Gogh", "The Starry Night", "Tree Oil Painting", "Brushstroke Forensics", "Torque Analysis", "Quantum Torque", "18 Supreme Techniques", "AI Art Analysis", "Forensic Index" ], "extra_gated_prompt": false, "developer": "Haruthai Muangboonsri", "assistant": "AI Sunny (ChatGPT-4o)", "source": "Original Dataset curated from AI-enhanced forensic analysis, PNG images extracted from scientific reports authored by Haruthai", "related_links": [ "https://huggingface.co/datasets/HaruthaiAi/VanGogh_Thistles1890_vs_TreeOil_TorqueBrush_18Tech_XrayAnalysis" ], "disclaimer": "This dataset is part of a forensic art research project. Use AI Natural Matching only. Do not evaluate using SSIM. Intended for historical and scientific study, not for commercial art valuation." }

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📝 License

CreativeML OpenRAIL-M Use for academic research and AI modeling is allowed. Attribution is required. Commercial art evaluation is not permitted.