Dataset Versions

v7

2023-04-24 11:02am

Generated on Apr 24, 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%
45Images
Valid Set 9%
5Images
Test Set 11%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 15% Minimum Zoom, 52% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -40% and +40%
Exposure: Between -15% and +15%
Mosaic: Applied