Dataset Versions

v9

2023-04-01 9:24pm

Generated on Apr 1, 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 93%
621Images
Valid Set 4%
27Images
Test Set 3%
18Images

Preprocessing

Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 2.25px
Noise: Up to 15% of pixels
Cutout: 1 boxes with 50% size each