Dataset Versions

Try Pre-Trained Model
Versions
2024-01-20 8:37pm
v1
·
a year ago
v1

2024-01-20 8:37pm

Generated on Jan 20, 2024
Download

7841 Total Images

View All Images
Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image

Dataset Split

Train Set 86%
6729Images
Valid Set 10%
777Images
Test Set 4%
335Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px

Similar Projects

See More