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mathands

Object Detection

mathands Image Dataset

v4

2024-02-12 5:36pm

Generated on Feb 12, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
4504Images
Valid Set 8%
429Images
Test Set 4%
216Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 2.5px
hands-signasl-hands
2063 images
Numbers-sign-language
2062 images
gesture
2062 images