Mask-RCNN/Yolov8 Dataset

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Versions
2023-04-26 10:27pm
v1
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a year ago
v1

2023-04-26 10:27pm

Generated on Apr 27, 2023
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252 Total Images

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Dataset Split

Train Set 87%
219Images
Valid Set 8%
21Images
Test Set 5%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Brightness: Between -25% and +25%