Dataset Versions

v6

2023-11-14 5:44pm

Generated on Nov 14, 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 94%
852Images
Valid Set 5%
47Images
Test Set 1%
9Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Saturation: Between -58% and +58%
Mosaic: Applied

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