Dataset Versions
Versions
2024-04-12 5:46pm
v9
· 8 months ago
2024-04-12 5:42pm
v8
· 8 months ago
2024-04-12 5:39pm
v7
· 8 months ago
2024-04-12 5:02pm
v6
· 8 months ago
2024-04-12 12:43am
v5
· 9 months ago
2024-04-08 4:21pm
v4
· 9 months ago
2024-04-08 11:33am
v3
· 9 months ago
2024-04-04 3:56pm
v2
· 9 months ago
2024-04-03 2:41pm
v1
· 9 months ago
v8
2024-04-12 5:42pm
Generated on Apr 12, 2024
584 Total Images
View All Images
Dataset Split
Train Set 92%
540Images
Valid Set 7%
40Images
Test Set 1%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 24% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.02% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±21° Horizontal, ±21° Vertical