Dataset Versions

v3

2023-06-14 12:13pm

Generated on Jun 14, 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 87%
3360Images
Valid Set 8%
321Images
Test Set 4%
167Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 5 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
Mosaic: Applied

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