Dataset Versions
Versions
zoom - flip - brightness
v14
· 6 months ago
zoom - flip - blur
v13
· 6 months ago
exposure - zoom
v11
· 6 months ago
crop - flip - shear
v10
· 6 months ago
crop - flip ver - rotation - shear
v9
· 6 months ago
rotation - shear
v8
· 6 months ago
flip - 90 rotate - rotation - shear
v7
· 6 months ago
Flip - 90 Rotate
v6
· 6 months ago
2024-06-08 6:07pm
v2
· 7 months ago
2024-06-08 5:59pm
v1
· 7 months ago
v2
2024-06-08 6:07pm
Generated on Jun 8, 2024
484 Total Images
View All Images
Dataset Split
Train Set 87%
423Images
Valid Set 9%
42Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 380x380
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -20° and +20°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.46% of pixels