lower obstruction detection

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Classification

new Image Dataset

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Versions
2022-11-22 1:20am
v5
Nov 21, 2022
2022-11-17 11:17am
v4
Nov 17, 2022
2022-11-16 11:23pm
v3
Nov 16, 2022
2022-11-16 6:45pm
v2
Nov 16, 2022
v3

2022-11-16 11:23pm

Generated on Nov 16, 2022
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1248 Total Images

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Dataset Split

Train Set 96%
1203Images
Valid Set %
0Images
Test Set 4%
45Images

Preprocessing

Static Crop: 25-88% Horizontal Region, 14-100% Vertical Region
Resize: Stretch to 1000x800
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -21% and +21%
Exposure: Between -13% and +13%