Dataset Versions
Versions
2024-11-19 5:06pm
v9
· 11 days ago
2024-11-19 4:16pm
v8
· 11 days ago
2024-11-19 4:11pm
v7
· 11 days ago
2024-02-20 1:08pm
v6
· 9 months ago
2024-02-15 4:43pm
v5
· 9 months ago
2023-10-20 9:24pm
v4
· a year ago
2023-09-08 5:58pm
v3
· a year ago
2023-07-18 10:53am
v2
· a year ago
2023-07-18 10:38am
v1
· a year ago
v4
2023-10-20 9:24pm
Generated on Oct 21, 2023
1927 Total Images
View All Images
Dataset Split
Train Set 94%
1815Images
Valid Set 4%
69Images
Test Set 2%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 704x704
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Hue: Between -174° and +174°
Brightness: Between -17% and +17%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 1% of pixels
Cutout: 23 boxes with 1% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Exposure: Between -11% and +11%