Dataset Versions

v13

2024-02-01 11:15am

Generated on Feb 1, 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 90%
18103Images
Valid Set 10%
1953Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±23° Horizontal, ±23° Vertical

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