Dataset Versions

v21

2022-08-03 11:54am

Generated on Aug 3, 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.
Other Formats
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Dataset Split

Train Set 90%
930Images
Valid Set 10%
100Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Grayscale: Apply to 0% of images
Hue: Between -8° and +8°
Saturation: Between -43% and +43%
Brightness: Between -13% and +13%
Mosaic: Applied