Dataset Versions

v1

2021-12-11 5:25pm

Generated on Dec 11, 2021

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%
2376Images
Valid Set 8%
226Images
Test Set 4%
113Images

Preprocessing

Resize: Fill (with center crop) in 100x100

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -21° and +21°

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