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detecting green paper

Object Detection

detecting green paper Image Dataset

v2

2023-09-11 10:48am

Generated on Sep 11, 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.
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Dataset Split

Train Set 90%
123Images
Valid Set 7%
9Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1100

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -50% and +50%
Blur: Up to 1px