Dataset Versions

v21

2023-12-05 2-37pm exclude thoriq

Generated on Dec 5, 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 92%
2103Images
Valid Set %
0Images
Test Set 8%
174Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 3 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Saturation: Between -25% and +25%
Exposure: Between -20% and +20%

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