George Van Den Driessche

Plasma Cell Detection

Object Detection

Plasma Cell Detection Image Dataset

v2

2023-09-14 2:31pm

Generated on Sep 14, 2023

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Dataset Split

Train Set 79%
15Images
Valid Set 11%
2Images
Test Set 11%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 43% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Cutout: 13 boxes with 5% size each