YI-HSUAN CHUANG

MaskRCNN

Instance Segmentation

MaskRCNN Image Dataset

v1

2024-01-18 4:42am

Generated on Jan 17, 2024

Dataset Split

Train Set 90%
465Images
Valid Set 8%
41Images
Test Set 2%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -20% and +20%