Dataset Versions
v5
nouveau train yolov8
Generated on Dec 2, 2024
281 Total Images
View All Images
Dataset Split
Train Set 88%
246Images
Valid Set 8%
23Images
Test Set 4%
12Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -30% and +30%
Exposure: Between -10% and +10%
Blur: Up to 0.7px
Noise: Up to 1.05% of pixels