shirogane iki

Hand Pose

Object Detection

Hand Pose Image Dataset

v2

2024-01-17 2:52pm

Generated on Jan 17, 2024

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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.
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Dataset Split

Train Set 88%
216Images
Valid Set 8%
20Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 516x300

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -9° and +9°
Saturation: Between -20% and +20%
Brightness: Between -17% and +17%