Dataset Versions
Versions
Final_Dataset_09
v17
· 8 months ago
Final_Dataset_07
v16
· 8 months ago
Final_Dataset_06
v15
· 8 months ago
Final_Dataset_05
v14
· 8 months ago
Final_Dataset_04
v13
· 8 months ago
Final_dataset_03
v12
· 9 months ago
Final_Dataset_02
v11
· 9 months ago
Final_dataset_01
v10
· 9 months ago
2024-03-27 2:55pm
v9
· 9 months ago
2024-02-13 9:05am
v5
· 10 months ago
2024-01-10 10:40am
v3
· a year ago
v5
2024-02-13 9:05am
Generated on Feb 13, 2024
1374 Total Images
View All Images
Dataset Split
Train Set 91%
1245Images
Valid Set 6%
78Images
Test Set 4%
51Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x720
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 4.5px
Noise: Up to 1.49% of pixels
Cutout: 5 boxes with 15% size each