semaphore flag Dataset
Versions
2024-07-09 10:43pm
v11
· 2 months ago
2024-06-22 3-11am
v10
· 3 months ago
2024-06-22 12:11am
v9
· 3 months ago
2024-06-22 12:11am
v8
· 3 months ago
2024-06-22 12:10am
v7
· 3 months ago
2024-06-22 12:10am
v6
· 3 months ago
2024-06-22 12:10am
v5
· 3 months ago
2024-06-22 12:10am
v4
· 3 months ago
2024-06-22 12:08am
v3
· 3 months ago
2024-06-22 12:02am
v2
· 3 months ago
2024-06-22 12:02am
v1
· 3 months ago
v4
2024-06-22 12:10am
Generated on Jun 22, 2024
2002 Total Images
View All Images
Dataset Split
Train Set 91%
1820Images
Valid Set 5%
104Images
Test Set 4%
78Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-95% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 5
Rotation: Between -10° and +10°
Shear: ±7° Horizontal, ±7° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels