Dataset Versions
Versions
2024-09-19 10:52pm
v12
· 2 months ago
2024-09-19 6:04pm
v11
· 2 months ago
2024-09-19 3:40pm
v10
· 2 months ago
2024-09-19 3:39pm
v9
· 2 months ago
no grayscale
v8
· 2 months ago
2024-09-18 5:08pm
v7
· 2 months ago
2024-09-18 12:31am
v5
· 2 months ago
2024-09-15 6:38am
v4
· 2 months ago
2024-09-08 6:29am
v3
· 3 months ago
2024-08-31 10:11am
v2
· 3 months ago
v2
2024-08-31 10:11am
Generated on Aug 31, 2024
1948 Total Images
View All Images
Dataset Split
Train Set 87%
1701Images
Valid Set 9%
166Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 2 boxes with 10% size each