crutches Dataset

v1

2023-07-29 6:07pm

Generated on Jul 29, 2023

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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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 84%
1118Images
Valid Set 8%
106Images
Test Set 8%
101Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Brightness: Between -25% and +25%
Blur: Up to 2.5px

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