road-extraction-service

Extraction of Roads from satellite imagery.

Installation

pip install -r requirements_cpu.txt

Find the details in "Road Extraction Service.docs"

cb has all the custom callbacks

model has all the Model Architectures.

tensorboard --logdir logs/train_data/

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
cb		cb
logs/train_data		logs/train_data
model		model
README.md		README.md
Satellite Road Extraction.docx		Satellite Road Extraction.docx
Test_Results.html		Test_Results.html
data_preprocessing_cleaning.ipynb		data_preprocessing_cleaning.ipynb
evaluate.ipynb		evaluate.ipynb
model_uefficientnet.hdf5		model_uefficientnet.hdf5
model_unet_plus_plus.hdf5		model_unet_plus_plus.hdf5
requirements_cpu.txt		requirements_cpu.txt
test.ipynb		test.ipynb
train.ipynb		train.ipynb
train_multiclass.py		train_multiclass.py