Dataset Versions

v14

2023-08-26 1:01am

Generated on Aug 25, 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%
1815Images
Valid Set 7%
148Images
Test Set 5%
101Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Noise: Up to 5% of pixels
Mosaic: Applied