Udit

SentimentAnalysis

Instance Segmentation

SentimentAnalysis Image Dataset

v2

2023-10-23 10:35pm

Generated on Oct 23, 2023

Dataset Split

Train Set 98%
780Images
Valid Set 1%
10Images
Test Set 1%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels