CMPE297

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Mask_R-CNN

Instance Segmentation

Mask_R-CNN Image Dataset

Try Pre-Trained Model
Versions
2022-11-26 2:01pm
v6
Nov 26, 2022
2022-11-26 5:51am
v5
Nov 26, 2022
2022-11-26 3:20am
v3
Nov 26, 2022
2022-11-26 12:09am
v1
Nov 26, 2022
v6

2022-11-26 2:01pm

Generated on Nov 26, 2022
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3960 Total Images

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Dataset Split

Train Set 88%
3465Images
Valid Set 8%
330Images
Test Set 4%
165Images

Preprocessing

Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical