run provided notebook in google colab:
A segmenter on street view with 23 class, for self driving car. from this link you can check dataset on kaggle.
Images are in shape (160, 240) and 3 channels, Model is UNet in Pytorch framework.
first download unet model from google drive by execute get_weights.sh:
chmod +x get_weights.sh
./get_weights.sh
then in your local computer to start Django server run following commands in your terminal:
1- makemigrations
$ python3 manage.py makemigrations
2- migrate
$ python3 manage.py migrate
3- runserver
$ python manage.py runserver 0.0.0.0:8000
Note: don't forget to install requirements.txt
$ pip3 install -r requirements.txt
$ docker-compose up --build
