ANAN YASAMORN

Faster-Rcnn

Object Detection

Faster-Rcnn Image Dataset

v8

Test-Augmentation

Generated on Apr 2, 2022

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Dataset Split

Train Set 88%
2349Images
Valid Set 8%
222Images
Test Set 4%
110Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -20° and +20°