Dataset Versions

Try Pre-Trained Model
Versions
2023-11-27 3:31pm
v3
·
a year ago
2023-09-27 5:18pm
v2
·
a year ago
2023-09-12 10:12pm
v1
·
a year ago
v2

2023-09-27 5:18pm

Generated on Sep 27, 2023
Download

1297 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 92%
1197Images
Valid Set 4%
50Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 6% of pixels

Similar Projects

See More