Dataset Versions

v9

2023-09-07 7:16pm

Generated on Sep 7, 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 96%
4482Images
Valid Set 3%
134Images
Test Set 1%
60Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Brightness: Between -21% and +21%