Dataset Versions

v8

2024-02-28 9:57am

Generated on Feb 28, 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 88%
5091Images
Valid Set 8%
480Images
Test Set 4%
242Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Brightness: Between -24% and +24%
Blur: Up to 3.5px
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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