coladetect Dataset

v14

2023-05-31 7:59pm

Generated on May 31, 2023

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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%
1839Images
Valid Set 8%
167Images
Test Set 5%
111Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 632x632

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 59% Maximum Zoom
Rotation: Between -28° and +28°

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