Dataset Versions
Versions
2024-05-27 2:07pm
v12
· 6 months ago
2024-05-26 2:13pm
v11
· 6 months ago
2024-05-26 12:25pm
v10
· 6 months ago
2024-05-25 1:00pm
v9
· 6 months ago
2024-05-24 11:27pm
v8
· 6 months ago
2024-05-24 1:58pm
v7
· 6 months ago
2024-05-24 12:01pm
v6
· 6 months ago
2024-05-24 11:44am
v5
· 6 months ago
2024-05-22 2:54pm
v4
· 6 months ago
2024-05-19 6:28pm
v3
· 6 months ago
2024-05-12 7:40am
v2
· 7 months ago
2024-04-24 11:41pm
v1
· 7 months ago
v2
2024-05-12 7:40am
Generated on May 11, 2024
928 Total Images
View All ImagesDataset Split
Train Set 78%
726Images
Valid Set 7%
64Images
Test Set 15%
138Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels