Dataset Versions

v11

2023-10-15 2:31pm

Generated on Oct 15, 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 96%
3453Images
Valid Set 1%
49Images
Test Set 2%
84Images

Preprocessing

Resize: Fit within 600x600
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 22% of images
Hue: Between -25° and +25°
Bounding Box: Brightness: Between -25% and +25%