ep7525@student.uni-lj.si

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ear_rec_yolov3

Classification

ear_rec_yolov3 Image Dataset

Versions
2022-01-15 5:04pm
v2
Jan 15, 2022
ear_rec_yolov3
v1
Jan 15, 2022
v2

2022-01-15 5:04pm

Generated on Jan 15, 2022
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2778 Total Images

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Dataset Split

Train Set 87%
2430Images
Valid Set 8%
232Images
Test Set 4%
116Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 10px