lower obstruction detection

Edit Project

new

Classification

new Image Dataset

Try Pre-Trained Model
Versions
2022-11-22 1:20am
v5
Nov 21, 2022
2022-11-17 11:17am
v4
Nov 17, 2022
2022-11-16 11:23pm
v3
Nov 16, 2022
2022-11-16 6:45pm
v2
Nov 16, 2022
v2

2022-11-16 6:45pm

Generated on Nov 16, 2022
Download Dataset

1248 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 96%
1203Images
Valid Set %
0Images
Test Set 4%
45Images

Preprocessing

Static Crop: 25-88% Horizontal Region, 14-100% Vertical Region
Resize: Stretch to 1000x800
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±14° Horizontal, ±10° Vertical
Brightness: Between -21% and +21%
Exposure: Between -13% and +13%