Dataset Versions

v2

2022-11-26 1:40pm

Generated on Nov 26, 2022

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 89%
544Images
Valid Set 11%
68Images
Test Set %
0Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 320x320

Augmentations

Outputs per training example: 2
Noise: Up to 2% of pixels

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