Dataset Versions

Try Pre-Trained Model
Versions
2023-09-24 8:35pm
v2
·
a year ago
2023-09-21 5:50pm
v1
·
a year ago
v1

2023-09-21 5:50pm

Generated on Sep 21, 2023
Download

1779 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 88%
1557Images
Valid Set 8%
148Images
Test Set 4%
74Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 1% of pixels

Similar Projects

See More