Dataset Versions

v22

2022-09-14 6:41pm

Generated on Sep 14, 2022

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%
812Images
Valid Set 8%
73Images
Test Set 5%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 5 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%

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