Are you sure you want to delete this access key?
Legend |
---|
DVC Managed File |
Git Managed File |
Metric |
Stage File |
External File |
Legend |
---|
DVC Managed File |
Git Managed File |
Metric |
Stage File |
External File |
Map dead trees from ortho photos. A Unet (semantic segmentation model) is trained on a ortho photo collection of Luxembourg (year: 2019).
# clone project
git clone https://github.com/cwerner/deadtrees
cd deadtrees
# [OPTIONAL] create virtual environment (using venve, pyenv, etc.)
# and activate it
# install requirements (basic requirements):
pip install -e .
# [OPTIONAL] install extra requirements for training:
pip install -e ".[train]"
# [OPTIONAL] install extra requirements to preprocess the raw data
# (instead of reading preprocessed data from S3):
pip install -e ".[preprocess]"
# [ALTERNATIVE] install all subpackages:
pip install -e ".[all]"
Train model with default configuration:
python train.py
Press p or to see the previous file or, n or to see the next file
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?