mpheng

flat-box-is

Instance Segmentation

flat-box-is Image Dataset

v8

2023-09-08 6:57pm

Generated on Sep 8, 2023

Dataset Split

Train Set 87%
351Images
Valid Set 9%
35Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels