target_detect Dataset

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2023-07-09 4:49pm
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v9

2023-05-18 7:35pm

Generated on May 18, 2023
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1595 Total Images

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Dataset Split

Train Set 97%
1545Images
Valid Set 3%
50Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1920x1080
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels
Cutout: 10 boxes with 2% size each