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intermediate
array 3D
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YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

ISL-DATA

Overview

The dataset contains 500 unique ISL (Indian Sign Language) words recorded across 15 users, along with pose and mediapipe landmark extractions for each session.


Dataset Structure

ISL-DATA/
├── Videos/                        
│   ├── User001/
│   │   └── <word>_<sessionId>_<clipId>.mp4
│   ├── User002/
│   │   ...
│   └── User015/
├── Landmarks/                     
│   ├── MediaPipe/                 
│   │   ├── User001/
│   │   │   └── <word>_<sessionId>_<clipId>.h5
│   │   ├── User002/
│   │   │   ...
│   │   └── User015/
│   └── Pose/                      
│       ├── User001/
│       │   └── <word>_<sessionId>_<clipId>.npy
│       ├── User002/
│       │   ...
│       └── User015/
└── MappingFiles/                  
    ├── PersonDependentTrain.csv
    └── PersonDependentTest.csv

Dataset Details

Property Details
Language Indian Sign Language (ISL)
Total Words 500 unique signs (A-Z ordered)
Total Users 15
Videos per User 500 (1 per word)
Total Videos ~7,500
Video Format MP4
Pose Extraction MMPose (.npy)
Landmark Extraction Mediapipe (.h5)

Data Modalities

Raw Videos (Videos/)

  • Raw MP4 video clips of ISL signs performed by 15 different signers
  • Each user folder contains 500 videos covering all 500 words
  • Captured under controlled conditions for consistency

Mediapipe Landmarks (Landmarks/MediaPipe/)

  • Hand, face, and body landmark data extracted using Google Mediapipe
  • Provides detailed finger and hand joint coordinates
  • Stored as .h5 files

Pose Extraction (Landmarks/Pose/)

  • Skeleton keypoint data extracted using MMPose
  • Captures body joint positions for gesture analysis
  • Stored as .npy files

Mapping Files (MappingFiles/)

  • PersonDependentTrain.csv - Training split
  • PersonDependentTest.csv - Testing split

License

This dataset is intended for research and academic use only.
Please contact the dataset authors for commercial use inquiries.

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