Dataset Versions

v13

2023-03-12 11:07am

Generated on Mar 12, 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 84%
225Images
Valid Set 13%
34Images
Test Set 3%
9Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 959x959
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Saturation: Between -8% and +8%
Exposure: Between -3% and +3%
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Exposure: Between -25% and +25%