Dataset Versions

v8

2024-02-25 9:53pm

Generated on Feb 25, 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.
Other Formats
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Dataset Split

Train Set 85%
6182Images
Valid Set 13%
970Images
Test Set 2%
126Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Applied
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -12° and +12°