Dataset Versions

v13

2023-11-27 12:47pm

Generated on Nov 27, 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.
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Dataset Split

Train Set 100%
5384Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 512x512
Modify Classes: 2 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -25% and +25%
Exposure: Between -8% and +8%
Noise: Up to 5% of pixels
Cutout: 9 boxes with 5% size each