Dataset Versions

v2

2023-11-15 9:40pm

Generated on Nov 16, 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 88%
939Images
Valid Set 8%
89Images
Test Set 4%
45Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -39° and +39°
Grayscale: Apply to 30% of images
Brightness: Between -20% and +20%