Astrid

Severe Demented

Object Detection

Severe Demented Image Dataset

v1

2022-08-12 1:18pm

Generated on Aug 12, 2022

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Dataset Split

Train Set 87%
629Images
Valid Set 8%
60Images
Test Set 4%
30Images

Preprocessing

Resize: Fit (black edges) in 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
non-veryMild-mild-moderate
2013 images
VeryMildDemented
188 images
opl
Brain-MRI
6400 images