AppliYOLO

Edit Project

Footprint Classification

Classification

Footprint Classification Image Dataset

Try Pre-Trained Model
Versions
2024-03-12 11:45am
v2
Mar 12, 2024
2024-03-12 9:09am
v1
Mar 12, 2024
v2

2024-03-12 11:45am

Generated on Mar 12, 2024
Download Dataset

416 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 60%
249Images
Valid Set 20%
84Images
Test Set 20%
83Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px