Dataset Versions

v27

2023-12-28 12:16pm

Generated on Dec 28, 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 100%
8865Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Modify Classes: 9 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -36% and +36%
Brightness: Between -21% and +21%
Exposure: Between -15% and +15%
Mosaic: Applied

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