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kaiidams / FreeHand-Dataset

Synthesized hand pose images generated by Blender
MIT License
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blender dataset machine-learning python

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FreeHand-Dataset

Sample images

FreeHand-Dataset is synthesized hand pose images generated by Blender.

Prerequisites

How to use

render_batch.py is a Blender file to make images of hands in 224x224 PNG format and write annotations of hand pose and bounding box. hand.blend is a Blender file which has a hand 3D model. Run the following command to make just 20 images to verify the set up. Use --full to make 60,000 images.

$ blender hand.blend --background --python render_batch.py -- --test

3D model

The 3D model and texture image for the hand was created with MakeHuman 1.1.1.