Dataset Versions

v3

2024-05-25 4:07pm

Generated on May 25, 2024

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 87%
123Images
Valid Set 9%
12Images
Test Set 4%
6Images

Preprocessing

Resize: Stretch to 1920x1080
Grayscale: Applied
Modify Classes: 2 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Mosaic: Applied

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