Dataset Versions

v3

2023-09-05 2:32am

Generated on Sep 4, 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.
Other Formats
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Dataset Split

Train Set 88%
8700Images
Valid Set 8%
828Images
Test Set 4%
414Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Brightness: Between -40% and +40%
Blur: Up to 1.5px
Bounding Box: Exposure: Between -30% and +30%

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