Dataset Versions

v6

2023-09-06 11:20am

Generated on Sep 6, 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.
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Dataset Split

Train Set 80%
3123Images
Valid Set 10%
406Images
Test Set 9%
359Images

Preprocessing

Resize: Stretch to 320x320
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 25% of images
Bounding Box: Noise: Up to 1% of pixels

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