Dataset Versions

v10

2023-08-15 9:06am

Generated on Aug 15, 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 89%
2264Images
Valid Set 6%
146Images
Test Set 5%
128Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -25% and +25%