Dataset Versions
Versions
2024-11-28 10:41am
v9
· 3 days ago
2024-11-28 10:40am
v8
· 3 days ago
2024-11-27 8:42pm
v7
· 3 days ago
2024-11-27 8:41pm
v6
· 3 days ago
2024-11-21 1:30pm
v5
· 10 days ago
2024-11-13 5:05pm
v4
· 17 days ago
2024-11-13 3:30pm
v3
· 17 days ago
2024-09-30 8:29am
v2
· 2 months ago
2024-09-30 8:26am
v1
· 2 months ago
v3
2024-11-13 3:30pm
Generated on Nov 13, 2024
2084 Total Images
View All Images
Dataset Split
Train Set 88%
1824Images
Valid Set 9%
180Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -15% and +15%