Dataset Versions
Versions
2024-08-19 7:05pm
v9
· 3 months ago
2024-05-15 11:53am
v8
· 6 months ago
2024-04-10 7:15am
v7
· 7 months ago
2024-03-17 6:59pm
v6
· 8 months ago
2023-05-28 6:37pm
v5
· a year ago
2023-05-28 6:28pm
v4
· a year ago
2023-05-25 12:54am
v3
· a year ago
2023-05-25 12:47am
v2
· a year ago
2023-05-24 5:12pm
v1
· a year ago
v8
2024-05-15 11:53am
Generated on May 15, 2024
3646 Total Images
View All Images
Dataset Split
Train Set 87%
3189Images
Valid Set 8%
303Images
Test Set 4%
154Images
Preprocessing
Auto-Orient: Applied
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
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4.9px
Noise: Up to 1.99% of pixels