Dataset Versions

v12

2022-09-10 1:54pm

Generated on Sep 10, 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 81%
3318Images
Valid Set 10%
396Images
Test Set 10%
401Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%

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