Dataset Versions

v3

2023-08-18 3:50am

Generated on Aug 17, 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%
2583Images
Valid Set 8%
240Images
Test Set 4%
118Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Grayscale: Apply to 12% of images

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