VISemProject

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6th_Sem_Project

Instance Segmentation

6th_Sem_Project Image Dataset

Versions
augmented_416x
v2
Jun 7, 2022
first_material
v1
Jun 5, 2022
v2

augmented_416x

Generated on Jun 7, 2022
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17310 Total Images

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Dataset Split

Train Set 88%
15147Images
Valid Set 8%
1442Images
Test Set 4%
721Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1px
Noise: Up to 5% of pixels