Dataset Versions
Versions
2024-12-10 6:32pm
v9
· 19 days ago
2024-12-10 4:41pm
v8
· 19 days ago
2024-12-10 3:14pm
v7
· 19 days ago
2024-12-10 3:11pm
v6
· 19 days ago
2024-12-10 12:12pm
v5
· 19 days ago
2024-12-10 12:08pm
v4
· 19 days ago
2024-12-10 12:07pm
v3
· 19 days ago
2024-12-10 3:12am
v2
· 19 days ago
2024-12-10 12:15am
v1
· 20 days ago
v9
2024-12-10 6:32pm
Generated on Dec 10, 2024
1737 Total Images
View All Images
Dataset Split
Train Set 88%
1521Images
Valid Set 8%
146Images
Test Set 4%
70Images
Preprocessing
Auto-Orient: Applied
Static Crop: 7-100% Horizontal Region, 9-99% Vertical Region
Resize: Stretch to 800x800
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 1 rows x 1 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Cutout: 4 boxes with 10% size each