Dataset Versions
Versions
2024-09-09 9:47am
v12
· 2 months ago
2024-08-14 3:09pm
v11
· 3 months ago
2024-07-11 3:12pm
v10
· 4 months ago
2024-07-02 3:46pm
v9
· 5 months ago
2024-06-30 7:36pm
v8
· 5 months ago
2024-06-29 4:03pm
v7
· 5 months ago
2024-06-29 2:33pm
v5
· 5 months ago
2024-06-29 2:28pm
v4
· 5 months ago
2024-06-29 2-01pm
v2
· 5 months ago
2024-06-29 11:42am
v1
· 5 months ago
v4
2024-06-29 2:28pm
Generated on Jun 29, 2024
1976 Total Images
View All Images
Dataset Split
Train Set 87%
1728Images
Valid Set 8%
166Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels