twiga

scalpel AI

Object Detection

scalpel AI Image Dataset

v6

2023-01-23 12:25pm

Generated on Jan 23, 2023

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Dataset Split

Train Set 69%
886Images
Valid Set 20%
251Images
Test Set 11%
140Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 5 remapped, 4 dropped
Filter Null: Require at least 95% of images to contain annotations.

Augmentations

Outputs per training example: 1
Blur: Up to 2.5px
Noise: Up to 2% of pixels