Dataset Versions

v9

2022-10-17 9:49pm

Generated on Oct 17, 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 91%
4794Images
Valid Set 7%
370Images
Test Set 2%
85Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Brightness: Between -10% and +10%

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