Dataset Versions

v27

2023-08-19 9:44am

Generated on Aug 19, 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 80%
975Images
Valid Set 16%
200Images
Test Set 4%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -31% and +31%
Exposure: Between -28% and +28%
Noise: Up to 6% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise