Dataset Versions

v14

2023-02-10 12:41pm

Generated on Feb 10, 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 92%
3510Images
Valid Set 5%
197Images
Test Set 3%
114Images

Preprocessing

Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 5
Crop: 0% Minimum Zoom, 52% Maximum Zoom
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%