Dataset Versions

v2

2023-03-08 9:30pm

Generated on Mar 8, 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 94%
1476Images
Valid Set 6%
100Images
Test Set 0%
1Images

Preprocessing

Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical

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