Patrik Andersson

final_cats

Object Detection

final_cats Image Dataset

v7

2021-08-28_improved_dataset

Generated on Aug 28, 2021

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Dataset Split

Train Set 87%
3285Images
Valid Set 11%
423Images
Test Set 1%
51Images

Preprocessing

Resize: Fill (with center crop) in 240x240
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -20% and +20%
Brightness: Between -42% and +42%
Blur: Up to 1px