Dataset Versions

v5

2022-10-11 3:30am

Generated on Oct 11, 2022

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.
Other Formats
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Dataset Split

Train Set 69%
1274Images
Valid Set 21%
387Images
Test Set 10%
183Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 1
Grayscale: Apply to 15% of images

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