Dataset Versions

v16

2024-01-30 4:20pm

Generated on Jan 30, 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 94%
5080Images
Valid Set 6%
296Images
Test Set %
0Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Exposure: Between -12% and +12%
Blur: Up to 2.7px

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