Dataset Versions

v8

2022-12-18 2:46pm

Generated on Dec 18, 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 81%
1296Images
Valid Set 13%
207Images
Test Set 6%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images

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