Dataset Versions

v9

2022-06-28 2:47pm

Generated on Jun 28, 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.
Other Formats
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Dataset Split

Train Set 80%
363Images
Valid Set 15%
69Images
Test Set 5%
23Images

Preprocessing

Resize: Fit (black edges) in 416x416
Modify Classes: 30 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%