Dataset Versions
Versions
2023-10-23 3:14pm
v45
· a year ago
2023-10-23 8:51am
v44
· a year ago
2023-10-22 6:22pm
v42
· a year ago
2023-10-22 2:44pm
v39
· a year ago
2023-10-22 2:36pm
v38
· a year ago
2023-10-22 5:48am
v37
· a year ago
2023-10-22 12:15am
v36
· a year ago
2023-10-21 4:26pm
v35
· a year ago
2023-10-21 2:29am
v31
· a year ago
2023-10-20 9:45pm
v30
· a year ago
2023-10-17 2:37pm
v25
· a year ago
2023-10-16 7:26pm
v24
· a year ago
2023-10-15 7:07pm
v23
· a year ago
2023-10-08 1:25pm
v22
· a year ago
2023-10-07 2:00am
v15
· a year ago
2023-09-20 9:17am
v13
· a year ago
2023-08-21 5:16pm
v7
· a year ago
2023-07-31 12:43pm
v1
· a year ago
v15
2023-10-07 2:00am
Generated on Oct 7, 2023
1190 Total Images
View All Images
Dataset Split
Train Set 87%
1038Images
Valid Set 6%
73Images
Test Set 7%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -25% and +25%
Brightness: Between 0% and +10%
Exposure: Between -5% and +5%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical
Bounding Box: Brightness: Between 0% and +10%
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 0.25px
Bounding Box: Noise: Up to 1% of pixels