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Object Detection

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Versions
2023-12-28 2:40pm
v24
Dec 28, 2023
2023-12-27 4:41pm
v23
Dec 27, 2023
2023-10-17 1:06pm
v6
Oct 17, 2023
v6

2023-10-17 1:06pm

Generated on Oct 17, 2023
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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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11219 Total Images

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Dataset Split

Train Set 94%
10515Images
Valid Set 4%
400Images
Test Set 3%
304Images

Preprocessing

Modify Classes: 3 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Mosaic: Applied