Dataset Versions

v7

2022-09-30 1:02am

Generated on Sep 29, 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.
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Dataset Split

Train Set 100%
1760Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 1
Exposure: Between -25% and +25%
Cutout: 5 boxes with 10% size each
Bounding Box: Brightness: Between -25% and +25%

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