Dataset Versions

v4

2022-06-17 2:00pm

Generated on Jun 17, 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.
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Dataset Split

Train Set 75%
30Images
Valid Set 13%
5Images
Test Set 13%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 5% Minimum Zoom, 52% Maximum Zoom
Grayscale: Apply to 65% of images
Exposure: Between -31% and +31%
Cutout: 11 boxes with 15% size each
Mosaic: Applied