Dataset Versions

v5

2023-05-23 8:29pm

Generated on May 23, 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 83%
1000Images
Valid Set 17%
200Images
Test Set 1%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x2048

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 44% Minimum Zoom, 44% Maximum Zoom
Saturation: Between -40% and +40%
Brightness: Between -31% and +31%
Exposure: Between -27% and +27%
Cutout: 16 boxes with 9% size each
Mosaic: Applied
Bounding Box: Crop: 24% Minimum Zoom, 41% Maximum Zoom

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