karimassi/road-segmentation
Deep neural network following a U-Net architecture that accurately segments roads in aerial images.
Jupyter Notebook
Issues
- 0
- 0
Draw unet network structure
#23 opened - 0
Crop testing images for prediction
#22 opened - 0
Class for metrics and loss functions
#21 opened - 0
- 0
- 0
- 0
Apply more transformations to data
#17 opened - 0
Try loss to maximise F1-score
#16 opened - 0
Try pytorch models
#15 opened - 0
Deal with data skewness
#14 opened - 0
Fix Dataset
#13 opened - 0
- 0
Create function to make submission
#11 opened - 0
Create a first CNN
#9 opened - 0
Perform data augmentation
#8 opened - 0
Setup Google Colab
#7 opened - 0
- 0
Use PyTorch DataSet and DataLoader
#5 opened - 0
Try U-net mentioned in paper
#4 opened - 0
Create training method
#3 opened - 0
- 0
Write report
#1 opened