Sucharita

Emotion Project

Classification

Emotion Project Image Dataset

v1

2023-10-12 2:04am

Generated on Oct 11, 2023

Dataset Split

Train Set 89%
135Images
Valid Set 7%
10Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%