Talha Y Demirbilek

NASA

Instance Segmentation

NASA Image Dataset

v1

2023-10-08 9:27am

Generated on Oct 8, 2023

Dataset Split

Train Set 89%
1776Images
Valid Set 6%
111Images
Test Set 5%
108Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°
Bounding Box: Exposure: Between -25% and +25%