Dataset Versions

v7

2023-04-11 5:54pm

Generated on Apr 11, 2023

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.
Other Formats
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Dataset Split

Train Set 90%
1593Images
Valid Set 8%
140Images
Test Set 2%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 160x160

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Saturation: Between -70% and +70%
Brightness: Between -40% and +40%
Exposure: Between -40% and +40%
Blur: Up to 10px
Mosaic: Applied

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