Dataset Versions
Versions
2024-11-11 12:58pm
v15
· 10 days ago
2024-11-08 1:58pm
v14
· 13 days ago
2024-11-06 12:47pm
v13
· 15 days ago
2024-11-06 10:08am
v12
· 16 days ago
2024-06-12 1:47pm
v11
· 5 months ago
2024-06-05 4:20pm
v10
· 6 months ago
2024-06-05 11:20am
v9
· 6 months ago
2024-06-04 3:06pm
v8
· 6 months ago
2024-03-15 1:48pm
v4
· 8 months ago
v12
2024-11-06 10:08am
Generated on Nov 6, 2024
723 Total Images
View All Images
Dataset Split
Train Set 88%
633Images
Valid Set 9%
66Images
Test Set 3%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x288
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.53% of pixels
Cutout: 8 boxes with 14% size each