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README.md

@@ -1,17 +1,49 @@
-# HSR100_10by10
+---
+license: "cc-by-4.0"
+task_categories:
+- 3d-modeling
+- computer-vision
+- pose-estimation
+- human-pose-estimation
+- image-classification
+language:
+- en
+tags:
+- 3d-models
+- human-scans
+- poses
+- computer-vision
+- machine-learning
+- 3d
+- human-pose
+- demographics
+- photogrammetry
+- reality-capture
+size_categories:
+- 1K<n<10K
+configs:
+- config_name: default
+  data_files:
+    manifest/persons.jsonl
+    manifest/poses.jsonl
+    manifest/files.parquet
+pretty_name: "HSR100_10by10: High-Quality 3D Human Scan Dataset"
+---
 
 # HSR100_10by10: High-Quality 3D Human Scan Dataset
 
-
-## Dataset Overview
-
+## Dataset Summary
 
 **HSR100_10by10** is a comprehensive 3D human scan dataset featuring 100 high-quality poses from 10 diverse individuals. This dataset provides a balanced representation of human demographics and poses, making it ideal for computer vision, machine learning, and 3D modeling applications.
 
+## Dataset Details
 
-## Dataset Statistics
-
+### Dataset Description
+- **Homepage**: [https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10](https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10)
+- **Repository**: [digitalrealitylab/HSR100_10by10](https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10)
+- **Point of Contact**: DigitalRealityLab
 
+### Dataset Statistics
 - **Total Poses**: 100
 - **Unique Individuals**: 10
 - **Poses per Person**: 10
@@ -23,46 +55,102 @@
   - Hispanic: 20%
   - Asian: 20%
 
+## Dataset Structure
 
-## Pose Diversity
-
-
-The dataset includes a wide variety of natural human poses:
-
-
-### Primary Poses
-- **Standing** (53 poses): Various standing positions including relaxed, formal, and casual stances
-- **Walking** (28 poses): Natural walking movements and gait variations
-- **Hand in pocket** (8 poses): Casual poses with hands in pockets
-- **Crossed Arms** (4 poses): Defensive and casual arm positions
-- **Hands on hips** (2 poses): Confident and assertive stances
-
-
-### Activities Captured
-- Relaxed standing (16 poses)
-- Mobile phone interactions (25 poses): Looking at, texting, and talking on mobile phones
-- Walking and movement (9 poses)
-- Photography activities (12 poses): Taking photos and selfies
-- Carrying objects (14 poses): Suitcases, bags, and other items
-- Pointing and gesturing (4 poses)
-
-
-## Clothing and Style Diversity
-
-
-The dataset features diverse clothing styles:
-- **Casual wear** (77 poses): Everyday clothing including jeans, t-shirts, hoodies
-- **Outerwear** (15 poses): Jackets, coats, and seasonal clothing
-- **Business casual** (2 poses): Professional attire
-- **Formal wear** (2 poses): Suits and formal clothing
-- **Activewear** (2 poses): Sports and exercise clothing
-- **Swimwear** (1 pose): Beach and pool attire
-- **Sportswear** (1 pose): Athletic clothing
-
+### Data Instances
+Each data instance contains:
+- **3D Model Files**: Multiple LOD (Level of Detail) versions
+  - `{PoseID}-Scan.zip`: High-resolution original scan
+  - `{PoseID}-Scan-LOD0.zip`: Highest quality mesh
+  - `{PoseID}-Scan-LOD1.zip`: Medium quality mesh
+  - `{PoseID}-Scan-LOD2.zip`: Lower quality mesh for performance
+- **Source Files**:
+  - `{PoseID}-RealityCapture.zip`: Source photogrammetry data
+  - `{PoseID}-Photos.zip`: Source photographs used for scanning
+- **Metadata Files**:
+  - `person_meta.json`: Individual demographic information
+  - `pose_meta.json`: Pose-specific metadata
+- **Preview Images**:
+  - `cover.jpg`: Beauty image for dataset browsing
+
+### Data Fields
+- **Person ID**: Unique identifier for each individual
+- **Pose ID**: Unique identifier for each pose
+- **Demographics**: Age, sex, ethnicity, height, weight
+- **Pose Information**: Pose type, activity, clothing style
+- **Technical Data**: File paths, scan parameters, quality metrics
+
+### Data Splits
+The dataset is organized by person and pose:
+- **Person-based organization**: 10 individuals with 10 poses each
+- **Pose diversity**: Various standing, walking, and activity poses
+- **Clothing variety**: Casual, business, formal, and activewear
+
+## Dataset Creation
+
+### Curation Rationale
+This dataset was created to provide a balanced representation of human diversity in 3D scanning applications. The selection criteria included:
+- **Demographic balance**: Equal gender representation and diverse ethnicities
+- **Age diversity**: Representation across adult age ranges
+- **Pose variety**: Natural human poses and activities
+- **Clothing diversity**: Various styles and contexts
+
+### Source Data
+- **3D Scanning**: Professional high-end 3D scanning equipment
+- **Photogrammetry**: RealityCapture software for 3D reconstruction
+- **Quality Control**: Consistent lighting and capture conditions
+- **Post-processing**: Professional optimization and LOD generation
+
+### Preprocessing
+- **File Organization**: Structured by Person ID and Pose ID
+- **LOD Generation**: Multiple quality levels for different use cases
+- **Metadata Extraction**: Comprehensive demographic and technical data
+- **Preview Generation**: Beauty images for dataset browsing
+
+## Uses
+
+### Direct Use
+This dataset can be used directly for:
+- **3D Character Modeling**: Reference poses for character creation
+- **Pose Estimation Training**: Training data for pose recognition models
+- **Demographic Analysis**: Studies on human representation in 3D data
+- **Animation Reference**: Pose libraries for animation workflows
+
+### Downstream Use
+Potential downstream applications include:
+- **Computer Vision**: Human pose estimation, activity recognition
+- **Machine Learning**: Training models for human behavior analysis
+- **Virtual Reality**: Avatar creation and pose libraries
+- **Research**: Human-computer interaction, accessibility studies
+
+### Out-of-Scope Use
+This dataset should not be used for:
+- **Biometric identification**: Not designed for person identification
+- **Medical diagnosis**: Not intended for medical applications
+- **Surveillance**: Not suitable for surveillance or tracking purposes
+
+## Data Considerations
+
+### Potential Biases
+- **Geographic bias**: Scans may be limited to specific geographic regions
+- **Cultural bias**: Clothing and pose choices may reflect specific cultural contexts
+- **Temporal bias**: Data collected at a specific time period
+- **Equipment bias**: All scans use the same scanning equipment and setup
+
+### Known Limitations
+- **Sample size**: Limited to 100 poses from 10 individuals
+- **Pose variety**: May not cover all possible human poses
+- **Demographic representation**: While diverse, may not represent all populations
+- **Temporal factors**: Clothing and styles may become dated over time
+
+### Ethical Considerations
+- **Consent**: All participants provided informed consent for data collection
+- **Privacy**: Personal identifiers have been removed from the dataset
+- **Representation**: Efforts made to include diverse demographics
+- **Responsible use**: Dataset intended for research and development purposes
 
 ## Technical Specifications
 
-
 ### 3D Model Quality
 - **Format**: OBJ (Wavefront OBJ)
 - **Average Polycount**: 5,000,000 polygons per model
@@ -70,77 +158,7 @@ The dataset features diverse clothing styles:
 - **Texture Resolution**: 16,384 pixels (4K+ resolution)
 - **File Structure**: Organized by Person ID and Pose ID
 
-
 ### File Organization
-Each pose includes multiple LOD (Level of Detail) versions:
-- **Scan**: High-resolution original scan
-- **LOD0**: Highest quality mesh
-- **LOD1**: Medium quality mesh
-- **LOD2**: Lower quality mesh for performance
-- **RealityCapture**: Source photogrammetry data
-- **Images**: Source photographs used for scanning
-
-
-## Demographic Representation
-
-
-### Age Distribution
-- **21-30**: Young adults
-- **31-40**: Early middle age
-- **41-50**: Middle age
-- **51-64**: Mature adults
-
-
-### Body Types
-- Various body types represented including different heights, weights, and builds
-- Height range: 164-180 cm
-- Weight range: 78-92 kg (for visible samples)
-
-
-### Physical Characteristics
-- **Hair**: Multiple colors and styles (blonde, gray, various browns)
-- **Skin Types**: Diverse skin tones and conditions
-- **Accessories**: Glasses, jewelry, watches, and other personal items
-- **Facial Features**: Different eye colors, expressions, and facial characteristics
-
-
-## Use Cases
-
-
-This dataset is ideal for:
-
-
-### Computer Vision
-- Human pose estimation
-- Activity recognition
-- Gesture analysis
-- Mobile phone interaction studies
-
-
-### Machine Learning
-- Training pose classification models
-- Demographic analysis
-- Clothing recognition
-- Human behavior modeling
-
-
-### 3D Graphics and Animation
-- Character modeling
-- Pose library creation
-- Animation reference
-- Virtual human generation
-
-
-### Research Applications
-- Human-computer interaction
-- Behavioral studies
-- Demographic research
-- Accessibility and inclusive design
-
-
-## Dataset Structure
-
-
 ```
 HSR100_10by10/
 ├── manifest/
@@ -152,101 +170,42 @@ HSR100_10by10/
 └── data/                      # 3D model files
     └── {PersonID}/{PoseID}/
         ├── {PoseID}-Scan.zip
-        ├── {PoseID}-LOD0.zip
-        ├── {PoseID}-LOD1.zip
-        ├── {PoseID}-LOD2.zip
+        ├── {PoseID}-Scan-LOD0.zip
+        ├── {PoseID}-Scan-LOD1.zip
+        ├── {PoseID}-Scan-LOD2.zip
         ├── {PoseID}-RealityCapture.zip
-        └── {PoseID}-Images.zip
+        └── {PoseID}-Photos.zip
 ```
 
-
-## Quality Assurance
-
-
-- All models are professionally scanned using high-end 3D scanning equipment
-- Consistent lighting and capture conditions
-- Professional post-processing and optimization
-- Multiple quality levels for different use cases
-- Comprehensive metadata for each pose and person
-
-
-## Licensing
-
-
-This dataset is provided for research and commercial use. Please refer to the license terms for specific usage rights and restrictions.
-
-
 ## Citation
 
-
-If you use this dataset in your research, please cite:
-
-
 ```bibtex
 @dataset{hsr100_10by10_2025,
   title={HSR100_10by10: High-Quality 3D Human Scan Dataset},
   author={DigitalRealityLab},
   year={2025},
-  url={https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10}
+  url={https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10},
+  license={cc-by-4.0}
 }
 ```
 
+## License
 
-## Contact
+This dataset is licensed under [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).
 
+### What this means:
+- ✅ **Commercial use allowed** - Companies can use this dataset in commercial products
+- ✅ **Personal use allowed** - Individuals can use it for personal projects
+- ✅ **Modification allowed** - Users can modify and adapt the dataset
+- ✅ **Distribution allowed** - Users can share and redistribute the dataset
+- 📝 **Attribution required** - Users must give appropriate credit and cite the dataset
+- 🔗 **Link to license** - Users must provide a link to the license
+- ⚠️ **No additional restrictions** - Users cannot apply additional restrictions
 
-For questions about this dataset, please contact DigitalRealityLab or open an issue in the repository.
+## Contact
 
+For questions about this dataset, please contact DigitalRealityLab or open an issue in the repository.
 
 ---
 
-
-*This dataset represents a carefully curated collection of 3D human scans designed to support diverse research and development needs in computer vision, machine learning, and 3D graphics.*
-
-
-
-## Dataset Structure
-
-This dataset contains 3D human scan models with the following structure:
-
-```
-data/
-├── {PersonID}/
-│   └── {PoseID}/
-│       ├── scans/
-│       │   ├── {PoseID}-Scan.zip
-│       │   ├── {PoseID}-LOD0.zip
-│       │   ├── {PoseID}-LOD1.zip
-│       │   └── {PoseID}-LOD2.zip
-│       ├── source/
-│       │   ├── {PoseID}-RealityCapture.zip
-│       │   └── {PoseID}-Images.zip
-│       └── metadata/
-│           ├── person_meta.json
-│           └── pose_meta.json
-```
-
-## Usage
-
-This dataset can be used for:
-- 3D human modeling research
-- Machine learning model training
-- Computer vision applications
-- Animation and game development
-
-## License
-
-Commercial License - See individual model files for specific licensing terms.
-
-## Citation
-
-If you use this dataset in your research, please cite:
-
-```bibtex
-@dataset{hsr_sample_dataset,
-  title={HSR100_10by10},
-  author={HSR Team},
-  year={2025},
-  url={https://huggingface.co/datasets/digitalrealitylab/HSR100_10by10}
-}
-```
+*This dataset represents a carefully curated collection of 3D human scans designed to support diverse research and development needs in computer vision, machine learning, and 3D graphics.*

data/HSR0015/HSR0015-Body-009/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-009/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-009",
+  "person_id": "HSR0015",
   "pose_type": "Standing",
   "activity": "Looking at mobile phone",
-  "clothing": "Casual wear"
+  "clothing": "Casual wear",
+  "upper_clothing": "Jacket",
+  "lower_clothing": "Jeans",
+  "footwear": "Boots",
+  "accessories": {
+    "head": "Beanie",
+    "hand": "None",
+    "neck": "None",
+    "waist": "Belt",
+    "wrist": "None",
+    "face": "None"
+  },
+  "outfit_type": "Casual",
+  "primary_color": "Black",
+  "secondary_color": "Blue",
+  "season": "Winter",
+  "profession": "None",
+  "status": "Online",
+  "price_commercial": "70",
+  "price_personal": "35",
+  "polycount": "5000000",
+  "texture_format": "PNG",
+  "texture_resolution": "16384 px",
+  "file_format": "OBJ",
+  "created_date": "",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-009/scans/HSR0015-Body-009-Scan-LOD2.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52bb322f9a50577a13bdeb888e4bbf37295e92b4d03e510531d611911120645a
+size 18412365

data/HSR0015/HSR0015-Body-015/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-015/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-015",
+  "person_id": "HSR0015",
   "pose_type": "Walking",
   "activity": "Removing clothing",
-  "clothing": "Casual wear"
+  "clothing": "Casual wear",
+  "upper_clothing": "Jacket",
+  "lower_clothing": "Jeans",
+  "footwear": "Boots",
+  "accessories": {
+    "head": "Beanie",
+    "hand": "None",
+    "neck": "None",
+    "waist": "Belt",
+    "wrist": "None",
+    "face": "None"
+  },
+  "outfit_type": "Casual",
+  "primary_color": "Black",
+  "secondary_color": "Blue",
+  "season": "Winter",
+  "profession": "None",
+  "status": "Online",
+  "price_commercial": "70",
+  "price_personal": "35",
+  "polycount": "5000000",
+  "texture_format": "PNG",
+  "texture_resolution": "16384 px",
+  "file_format": "OBJ",
+  "created_date": "",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-023/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-023/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-023",
+  "person_id": "HSR0015",
   "pose_type": "Standing",
   "activity": "Walking",
-  "clothing": "Casual wear"
+  "clothing": "Casual wear",
+  "upper_clothing": "Sweater",
+  "lower_clothing": "Jeans",
+  "footwear": "Boots",
+  "accessories": {
+    "head": "None",
+    "hand": "None",
+    "neck": "None",
+    "waist": "Belt",
+    "wrist": "None",
+    "face": "None"
+  },
+  "outfit_type": "Casual",
+  "primary_color": "Green",
+  "secondary_color": "Blue",
+  "season": "Autumn",
+  "profession": "None",
+  "status": "Online",
+  "price_commercial": "70",
+  "price_personal": "35",
+  "polycount": "5000000",
+  "texture_format": "PNG",
+  "texture_resolution": "16384 px",
+  "file_format": "OBJ",
+  "created_date": "",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-032/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-032/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-032",
+  "person_id": "HSR0015",
   "pose_type": "Walking",
   "activity": "Carrying a bag",
-  "clothing": "Casual wear"
+  "clothing": "Casual wear",
+  "upper_clothing": "Sweater",
+  "lower_clothing": "Jeans",
+  "footwear": "Boots",
+  "accessories": {
+    "head": "None",
+    "hand": "None",
+    "neck": "None",
+    "waist": "None",
+    "wrist": "None",
+    "face": "None"
+  },
+  "outfit_type": "Casual",
+  "primary_color": "Green",
+  "secondary_color": "Blue",
+  "season": "Autumn",
+  "profession": "None",
+  "status": "Online",
+  "price_commercial": "70",
+  "price_personal": "35",
+  "polycount": "5000000",
+  "texture_format": "PNG",
+  "texture_resolution": "16384 px",
+  "file_format": "OBJ",
+  "created_date": "",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-035/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-035/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-035",
+  "person_id": "HSR0015",
   "pose_type": "Walking",
   "activity": "Pulling a suitcase",
-  "clothing": "Casual wear"
+  "clothing": "Casual wear",
+  "upper_clothing": "Sweater",
+  "lower_clothing": "Jeans",
+  "footwear": "Boots",
+  "accessories": {
+    "head": "None",
+    "hand": "None",
+    "neck": "None",
+    "waist": "None",
+    "wrist": "None",
+    "face": "None"
+  },
+  "outfit_type": "Casual",
+  "primary_color": "Green",
+  "secondary_color": "Blue",
+  "season": "Autumn",
+  "profession": "None",
+  "status": "Online",
+  "price_commercial": "70",
+  "price_personal": "35",
+  "polycount": "5000000",
+  "texture_format": "PNG",
+  "texture_resolution": "16384 px",
+  "file_format": "OBJ",
+  "created_date": "",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-049/metadata/person_meta.json

@@ -2,5 +2,25 @@
   "person_id": "HSR0015",
   "age": "23",
   "sex": "Female",
-  "ethnicity": "Hispanic"
+  "ethnicity": "Hispanic",
+  "height": "163",
+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
+  "body_type": "Normal weight",
+  "skin_type": "Type 2 - White Skin",
+  "hair_color": "Brown",
+  "hair_type": "Type 2 Wavy",
+  "eye_color": "Brown with peripheral green",
+  "expression": "Neutral",
+  "beard": "False",
+  "piercing": "False",
+  "tattoos": "True",
+  "scars": "False",
+  "stretch_marks": "False",
+  "varicose_veins": "False",
+  "skin_condition": "False",
+  "muscular": "False",
+  "skinny": "False",
+  "license": "Commercial"
 }

data/HSR0015/HSR0015-Body-049/metadata/pose_meta.json

@@ -1,6 +1,32 @@
 {
   "pose_id": "HSR0015-Body-049",
+  "person_id": "HSR0015",
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+  "lower_clothing": "Jeans",
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data/HSR0015/HSR0015-Body-049/source/HSR0015-Body-049-RealityCapture.zip

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   "age": "23",
   "sex": "Female",
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+  "ethnicity": "Hispanic",
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+  "weight": "50",
+  "country": "ESP",
+  "alias": "Emma",
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+  "person_id": "HSR0015",
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+  "clothing": "Casual wear",
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+  "lower_clothing": "Jeans",
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+  "clothing": "Casual wear",
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data/HSR0015/HSR0015-Body-087/source/HSR0015-Body-087-Photos.zip

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