v4

2023-05-17 10:07pm

Generated on May 17, 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 94%
981Images
Valid Set 2%
25Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 56% Maximum Zoom
Rotation: Between -18° and +18°
Saturation: Between -31% and +31%
Brightness: Between -25% and +25%
Exposure: Between -21% and +21%
Bounding Box: Flip: Horizontal

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