Dataset Versions
Versions
2024-04-25 5:50pm
v14
· 8 months ago
2024-04-25 5:22pm
v13
· 8 months ago
2024-04-23 9:53am
v12
· 8 months ago
2024-04-22 5:37pm
v11
· 8 months ago
2024-04-22 5:31pm
v10
· 8 months ago
2024-03-27 2:25pm
v9
· 9 months ago
2024-03-22 5:59pm
v8
· 9 months ago
2023-12-13 3:06pm
v7
· a year ago
2023-12-11 4:25pm
v6
· a year ago
2023-12-11 11:35am
v5
· a year ago
v7
2023-12-13 3:06pm
Generated on Dec 13, 2023
4043 Total Images
View All Images
Dataset Split
Train Set 92%
3732Images
Valid Set 4%
155Images
Test Set 4%
156Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical