shirogane iki

Hand Pose

Object Detection

Hand Pose Image Dataset

v1

2024-01-12 12:09pm

Generated on Jan 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 88%
153Images
Valid Set 8%
14Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 516x300

Augmentations

Outputs per training example: 3
Hue: Between -9° and +9°
Saturation: Between -20% and +20%
Brightness: Between -17% and +17%