Dataset Versions

v4

2022-12-27 8:44pm

Generated on Dec 27, 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 96%
264Images
Valid Set 3%
8Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x110

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 15px