Dataset Versions

v7

2023-04-07 12:47pm

Generated on Apr 7, 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 70%
4443Images
Valid Set 20%
1264Images
Test Set 10%
634Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 1
Noise: Up to 2% of pixels

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