Dataset Versions

v4

2023-03-13 9:15pm

Generated on Mar 13, 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 100%
1650Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fill (with center crop) in 512x512

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 1% Minimum Zoom, 32% Maximum Zoom
Grayscale: Apply to 100% of images

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