Dataset Versions

v19

2023-09-20 3:40pm

Generated on Sep 20, 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.
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Dataset Split

Train Set 92%
99Images
Valid Set 4%
4Images
Test Set 5%
5Images

Preprocessing

Resize: Fill (with center crop) in 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 100% of images
Saturation: Between -25% and +25%

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