Dataset Versions

v7

2023-12-08 9:06am

Generated on Dec 8, 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%
1392Images
Valid Set 7%
112Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 736x1280

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -50% and +50%
Exposure: Between -20% and +20%