masks Dataset

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Versions
640-640_images_yolov5x
v3
·
2 years ago
2022-03-20 11:17am
v2
·
2 years ago
2022-03-19 10:09pm
v1
·
2 years ago
v3

640-640_images_yolov5x

Generated on Mar 20, 2022
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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4434 Total Images

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Dataset Split

Train Set 88%
3882Images
Valid Set 8%
367Images
Test Set 4%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -24° and +24°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images