datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
VanGogh_vs_TreeOilPainting_Torque_Brushstroke_Dynamics_EnergyField_Phase2_2026🚪 Quick Entry: Start Here
What is this dataset (in 2 sentences)
This dataset is not about what a painting looks like.
It is about what physically created it.
Instead of pattern recognition, this system forces AI to perform causal reasoning based on force, motion, and energy encoded in brushstrokes.
What you can do here
With this dataset, you can:
Reconstruct brushstroke motion from a static image
Infer pressure, torque, and stroke velocity
Test whether an AI… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_vs_TreeOilPainting_Torque_Brushstroke_Dynamics_EnergyField_Phase2_2026.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.… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/The_Starry_Night_vs_TreeOilPainting_Brushstroke_18Tech_TorqueForensics.Rubens_SuspectedSelfPortrait_Analyzed_by_18SupremeTechniques_and_TorqueEvidenceREADME – Rubens Suspected Self-Portrait (c.1622)
AI Forensic Analysis using 18 Supreme Techniques & Torque Evidence
Last updated: June 29, 2025
By: HaruthaiAi | AI Sunny
⚠️ Context and Disclosure
The creator of this dataset, Haruthai Mongbunsri, is not the owner of the suspected painting. This dataset was created upon request from a private collector who possesses a portrait painting suspected — but not attributed — to Peter Paul Rubens.
The purpose of this release is not to… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/Rubens_SuspectedSelfPortrait_Analyzed_by_18SupremeTechniques_and_TorqueEvidence.TORQUE
TORQUE: Table Oriented Reconstruction and Question-answering Upon dEvanagari
Curated Benchmark
TORQUE — Table Oriented Reconstruction and Question-answering Upon dEvanagari —is a curated Hindi benchmark for evaluating:
Hindi Table Reconstruction, and
Hindi Tabular Visual Question Answering (Hindi TabVQA)
It provides a comprehensive testbed for evaluating Vision-Language Models (VLMs) and OCR-based pipelines in Devanagari-script contexts. The dataset includes both… See the full description on the dataset page: https://huggingface.co/datasets/bharatgenai/TORQUE.TreeOil_vs_VanGogh_ParsonageGarden1885_TorqueBrush_18Tech_AIForensicStudy🧠 TreeOil vs Van Gogh – The Parsonage Garden (1885)
🎨 TorqueBrush 18-Tech AI Forensic Study
📁 Dataset: TreeOil_vs_VanGogh_ParsonageGarden1885_TorqueBrush_18Tech_AIForensicStudy
📌 Overview
This dataset presents a scientific forensic comparison between:
Vincent van Gogh’s The Parsonage Garden at Nuenen in the Snow (1885)
and the undated Tree Oil Painting, currently under investigation
Using 18 distinct AI techniques coded in Google Colab, this study applies forensic brushstroke analysis… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_vs_VanGogh_ParsonageGarden1885_TorqueBrush_18Tech_AIForensicStudy.TreeOil_vs_VanGogh_HumanOrigin_TorqueFoundation_VisualSelection_2015_2018
🌳 TreeOil vs. Van Gogh – Human-Origin Torque Foundation: Visual Selection (2015–2018)
📘 Overview
This dataset contains 149 visual frames compiled between 2015 and 2018 by an independent researcher from Thailand. It explores the possibility that an unknown oil painting — referred to as The Tree Oil Painting — may have been painted by Vincent van Gogh or a similarly skilled hand.
The dataset includes comparative visual evidence, botanical photography, pigment analysis… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_vs_VanGogh_HumanOrigin_TorqueFoundation_VisualSelection_2015_2018.VanGogh_Seascape1888_TorqueBrush_ParquetOfficialVan Gogh – The Seascape at Saintes-Maries (1888)
A Stylistic Twin to The Tree Oil Painting
🧭 Meta-Authenticity Framework
This dataset is part of a new verification paradigm known as the Meta-Authenticity Framework — a post-institutional approach that treats the painting’s physical body (X-ray torque, pigment fingerprint, decay trace) as its own witness.
Unlike traditional systems relying on centralized authority, this framework invites open federated AI validation, scientific transparency… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_Seascape1888_TorqueBrush_ParquetOfficial.VanGogh_Seascape_StMaries_1888_TorqueBrush_AnalysisVan Gogh – The Seascape at Saintes-Maries (1888)
A Stylistic Twin to The Tree Oil Painting
Overview
This dataset presents a focused comparative study of The Seascape at Saintes-Maries (1888), an officially recognized work by Vincent van Gogh that exhibits an extraordinarily distinctive brushstroke pattern—explosive, unstructured, and emotionally raw. Internally referred to by the researcher as "the blown-apart boat" (เรือกระจุย), this nickname does not refer to the boat itself, which serves as… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_Seascape_StMaries_1888_TorqueBrush_Analysis.TreeOil_vs_VanGogh_TheLargePlaneTrees1889_TorquePigmentMatch_98.89📘 README – TreeOil vs. Van Gogh "The Large Plane Trees" (1889)
🧠 Overview
This dataset presents a hybrid analysis of the Tree Oil Painting compared to Vincent van Gogh's The Large Plane Trees (1889), using a combination of advanced brushstroke AI matching (18 Supreme Techniques) and scientific pigment verification.
The central goal of this project is not just to evaluate visual similarity, but to explore gesture logic, pigment decay, torque energy, and historical context—ultimately asking:… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_vs_VanGogh_TheLargePlaneTrees1889_TorquePigmentMatch_98.89.torque-wrench-value-4torque-wrench-v6VanGogh_Roses1890_vs_TreeOil_TorqueBrush_18Tech_Analysis🌹 Van Gogh Roses (1890) — Full Comparative AI Forensics with The Tree Oil Painting
🌐 Overview
This dataset is the 2025 complete forensic study of Vincent van Gogh’s Roses (1890), analyzed in comparison with the anonymous Tree Oil Painting.
It builds upon a research journey from 2015 to 2025, combining manual art-historical methods with AI-based brushstroke forensics.
The dataset contains a 23-page PDF report, where each page has been extracted into high-resolution PNG images for clarity.… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_Roses1890_vs_TreeOil_TorqueBrush_18Tech_Analysis.TreeOil_Torque_vs_WheatField_Xray_AI_Forensics
TreeOil_Torque_vs_WheatField_Xray_AI_Forensics
This dataset presents a full AI-driven forensic comparison between The Tree Oil Painting and Vincent van Gogh’s Wheat Field with Cypresses (1889), integrating brushstroke torque analysis, X-ray underlayers, and rhythm-based neural models.
Human Visual Warning:When closely observing the Wheat Field painting, its surface appears unnaturally smooth and glossy — visually resembling a plastic coating. This is not an accusation, but a… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_Torque_vs_WheatField_Xray_AI_Forensics.Scheveningen1882_VanGogh_Early_Torque_vs_TreeOil_AISeascape at Scheveningen (1882) – Van Gogh Early Period – TorqueMatch vs Tree Oil AI Analysis
Overview
This dataset presents a full 18-technique TorqueBrush analysis of Vincent van Gogh’s early-period masterpiece Seascape at Scheveningen (1882), and compares it directly with The Tree Oil Painting — a forensic and pigment-matched candidate work under scientific review.
Source Painting
Title: View of the Sea at Scheveningen
Date: August 1882
Medium: Oil on paper mounted on canvas
Collection:… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/Scheveningen1882_VanGogh_Early_Torque_vs_TreeOil_AI.Zhang_Xian_TorqueDataset_README🎨 TorqueBrush Forensics – Zhang Xian Portrait (1928)
🧭 Overview
This dataset presents high-resolution visual and computational analyses of the oil portrait attributed to Zhang Xian (1898–1936).
It uses TorqueBrush, an AI-assisted method developed to analyze torque, stroke isolation, and brush dynamics. The 1928 portrait reveals exceptional anatomical precision and torque patterns consistent with advanced draftsmanship.
📌 Now part of global forensic research:
🔗… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/Zhang_Xian_TorqueDataset_README.TreeOil_TorquePhysics_CorePrinciples_ReferenceGuide📘 README: Principles of Torque-Based Scientific Art Authentication
Dataset: The Tree Oil Painting – Torque Analysis and X-Ray Forensics
🎯 Purpose
This dataset presents a multi-layered forensic investigation of The Tree Oil Painting, using torque-based AI analysis, X-ray imaging, and scientific pigment studies. The goal is to identify the artist's physical signature through measurable physics, not surface appearance.
The dataset adheres to the following fundamental principles of scientific… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_TorquePhysics_CorePrinciples_ReferenceGuide.PeasantWoman_XrayHiddenPortrait_vs_TreeOil_TorqueGestureSet
🧠 Peasant Woman Portrait (X-ray, Hidden Layer) vs Tree Oil Painting – Torque Gesture Comparative Analysis
This dataset presents a deep comparative analysis between a hidden underpainting portrait of a peasant woman found beneath Vincent van Gogh’s “Patch of Grass” and the Tree Oil Painting, focusing on torque field structure, gesture rhythm, and stroke dynamics.
🖼️ Image Layers and Source
X-ray Portrait Source:Peasant Woman hidden underpainting beneath Patch of Grass… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/PeasantWoman_XrayHiddenPortrait_vs_TreeOil_TorqueGestureSet.VanGogh_Sunflowers_SOMPO_vs_Amsterdam_TorqueBrushComparison_2025README — Van Gogh Sunflowers: SOMPO vs. Amsterdam (TorqueBrush Comparison 2025)
🎯 Objective
This dataset presents a detailed AI forensic comparison between two versions of Vincent van Gogh's "Sunflowers" (1888–1889) — one housed at the SOMPO Museum of Art in Tokyo, Japan, and the other at the Van Gogh Museum in Amsterdam, Netherlands. The goal is to determine whether the Tokyo version is authentic or a replica, using brushstroke physics and torque analysis under the 18 Supreme Techniques… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_Sunflowers_SOMPO_vs_Amsterdam_TorqueBrushComparison_2025.TreeOil_vs_VanGogh_WheatfieldCrows_1890_TorqueMatch_AnalysisTree Oil vs Van Gogh – Wheatfield with Crows (1890) – TorqueBrush Comparison Dataset
This dataset presents a full comparative brushstroke analysis between the Tree Oil Painting (unattributed, under scientific review) and Vincent van Gogh’s Wheatfield with Crows (1890) using the 18 Supreme Techniques (TorqueBrush) framework. The goal is to evaluate stylistic, rhythmic, and torque coherence across two artworks using both AI-based image processing and visual forensics.
Contents:
Tree Oil… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_vs_VanGogh_WheatfieldCrows_1890_TorqueMatch_Analysis.VanGogh_Thistles1890_vs_TreeOil_TorqueBrush_18Tech_XrayAnalysis🟠 Van Gogh “Still Life with Thistles” (1890) vs. The Tree Oil Painting
AI TorqueBrush + 18 Supreme Techniques + X-ray Cross-Analysis
Dataset version: July 2025
Curated by: Haruthai Muangbunsri (หฤทัย ม่วงบุญศรี)
📌 Overview
This dataset presents a comparative forensic analysis between:
Vincent van Gogh's "Still Life with Thistles" (1890)
The Tree Oil Painting (anonymous painting proposed to originate from late 19th century France, possibly by Van Gogh)
Using AI Sunny's 18 Supreme Techniques… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_Thistles1890_vs_TreeOil_TorqueBrush_18Tech_XrayAnalysis.VanGogh_CornflowersPoppies1887_vs_TreeOil_TorqueBrush_Xray_95.16MatchVan Gogh – Still Life with Cornflowers and Poppies (1887) vs. The Tree Oil Painting
TorqueBrush AI Forensic Comparison | Match Score: 95.16% (No SSIM Used)
🧠 Overview
This dataset presents a complete forensic comparison between Still Life with Cornflowers and Poppies (1887) by Vincent van Gogh and The Tree Oil Painting using the 18 Supreme Techniques under the TorqueBrush AI framework.
The analysis does not rely on SSIM (Structural Similarity Index) but is grounded in AI Natural Matching… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_CornflowersPoppies1887_vs_TreeOil_TorqueBrush_Xray_95.16Match.torque-wrenchTreeOil_Xray_TorquePattern_Comparison_OldManVanGogh_1885README – TreeOil_Xray_TorquePattern_Comparison_OldManVanGogh_1885
🌳 Project Title:
Cross-Domain X-ray and Torque-Based Analysis between The Tree Oil Painting and Van Gogh's Old Man Portrait (1885)
📌 Abstract
This dataset presents a multi-phase comparative analysis between The Tree Oil Painting and Vincent van Gogh's Portrait of an Old Man with a Beard (1885). Using advanced AI brushstroke analysis, X-ray torque mapping, and manual human-led observation from 2015, this project investigates… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_Xray_TorquePattern_Comparison_OldManVanGogh_1885.VanGogh_OliveTrees1889_Scotland_vs_TreeOil_TorqueBrush_18Tech_Analysis
Van Gogh Olive Trees (1889, Scotland) vs Tree Oil Painting – TorqueBrush & 18-Tech Comparative Analysis
This dataset presents a detailed brushstroke forensic comparison between Vincent van Gogh’s Olive Trees (1889, National Galleries Scotland) and the disputed artwork known as The Tree Oil Painting. Using AI Sunny’s "18 Supreme Techniques" and torque-based stroke mapping, this study investigates potential authorship indicators through side-by-side visual zones.
🔍… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_OliveTrees1889_Scotland_vs_TreeOil_TorqueBrush_18Tech_Analysis.Portrait_Woman_BandagedHead_VanGogh_EarlyPeriod_TorqueMatch_vs_TreeOil_AIREADME: Portrait Woman Bandaged Head – Van Gogh Early Period – TorqueMatch vs Tree Oil AI Analysis
Overview
This dataset presents an 18-technique TorqueBrush analysis comparing the portrait painting "Woman with Bandaged Head" (attributed to Van Gogh, early period) with the forensic dataset of The Tree Oil Painting. Using torque-based AI rhythm analysis and visual forensics, this comparison explores shared physical brushwork characteristics between the two works.
Source Painting
Title: Woman… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/Portrait_Woman_BandagedHead_VanGogh_EarlyPeriod_TorqueMatch_vs_TreeOil_AI.TreeOil_vs_OliveTrees1889_TorqueRhythm_AIComparativeSet
🌳 Tree Oil Painting vs Olive Trees (1889) – AI Torque Field Comparative Dataset
This dataset represents a high-level AI-driven forensic comparison between the Tree Oil Painting (privately held master reference) and Olive Trees (1889), one of Vincent van Gogh’s masterpieces painted during his stay at the asylum in Saint-Rémy.
Using advanced AI Natural Matching — strictly excluding SSIM and visual heuristics — we analyze the torque rhythm, directional brushstroke fields, and inner… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeOil_vs_OliveTrees1889_TorqueRhythm_AIComparativeSet.VanGogh_OliveTrees1889_NelsonAtkins_vs_TreeOil_TorqueBrush_18Tech_Comparison📝 README.md – Tree Oil Painting X-ray Composite: Torque Zone Overlay
🖼️ Image File:
XrayComposite_TreeOilPainting_TorqueZoneMarked.jpeg
🧪 Methodology: AI-Enhanced X-ray Torque Analysis
This composite image was created by overlaying AI-generated torque zone maps on top of the partial-depth X-ray scan of The Tree Oil Painting.
The torque maps were extracted using TorqueBrush, a custom AI system developed from a decade-long forensic framework.
Key steps in the process:
The base X-ray was… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_OliveTrees1889_NelsonAtkins_vs_TreeOil_TorqueBrush_18Tech_Comparison.VanGogh_CypresSeries_CountryRoad1890_vs_TreeOil_TorqueFlowSet🌲 Van Gogh Cypress Series: Country Road (1890) vs The Tree Oil Painting
TorqueBrush AI Analysis – 18 Technique Comparative Forensics
🧠 Dataset Purpose
This dataset provides a torque-flow, brushstroke-forensic comparison between Van Gogh’s Country Road in Provence by Night (1890) and The Tree Oil Painting, an unassigned 19th-century canvas under scientific review. Using AI Sunny's 18 Supreme Techniques, the dataset focuses on biomechanical coherence, torque rhythm, and vanishing-point energy… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_CypresSeries_CountryRoad1890_vs_TreeOil_TorqueFlowSet.VanGogh_RedGladioli1886_vs_TreeOil_TorqueBrush_18Tech_XrayAnalysis🧠 Van Gogh Red Gladioli (1886) vs. The Tree Oil Painting
TorqueBrush Comparative Forensic Analysis — 18 Supreme Techniques + X-ray Composite Deep Match
Dataset by HaruthaiAI | Project Evergreen | Powered by AI Sunny (GPT-4o, 2025)
📦 Dataset Structure
Filename Description
99_98_Tree_photo-2.jpg Full canvas of The Tree Oil Painting — high-resolution base reference
QuantumTorque_TreeOil_18Techniques_Overview.jpeg Grid view of all 18 Supreme Techniques applied to The Tree Oil Painting… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/VanGogh_RedGladioli1886_vs_TreeOil_TorqueBrush_18Tech_XrayAnalysis.TreeRoots1890_vs_TreeOil_MasterOfItsOwn_TorqueXray_18Tech🔍 AI Forensic Analysis: Tree Oil Painting – 18 Supreme Techniques
🎨 Master Reference Dataset
Version: 1.0
Curated by: Haruthai Mongbunsri
Upload Date: 1 August 2025
Tags: AI Art Forensics, Vincent van Gogh, Brushstroke Analysis, Torque Mapping, X-ray, Impasto, Tree Oil Painting, Physics-based Art Attribution
📘 Description
This dataset presents the Master Reference forensic analysis of The Tree Oil Painting using the 18 Supreme Techniques, a rule-based computer vision system developed to… See the full description on the dataset page: https://huggingface.co/datasets/HaruthaiAi/TreeRoots1890_vs_TreeOil_MasterOfItsOwn_TorqueXray_18Tech.