Dataset Versions

v11

First dataset to train model

Generated on Dec 4, 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 89%
1719Images
Valid Set 11%
212Images
Test Set %
0Images

Preprocessing

Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Noise: Up to 12% of pixels
Cutout: 25 boxes with 3% size each

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