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Dimitri Korsch f8b3a9d5e0 this mapping was missing and is required for the mapping of the labels		vor 3 Jahren
labels	65a59aae33 implemented label provider execution as bulk update	vor 3 Jahren
migrations	6fecae20ba added hierarchy level attribute to labels	vor 3 Jahren
models	f8b3a9d5e0 this mapping was missing and is required for the mapping of the labels	vor 3 Jahren
pycs	6c32f76f05 minor pylint score fix	vor 3 Jahren
tests	3d473d8765 added tests for label provider execution. fixed the unnecessary transaction nesting, that resulted in DB errors	vor 3 Jahren
webui	a789e281de Merge branch '150-flask-sqlalchemy' into 150b-client-tests	vor 3 Jahren
.coveragerc	fa28cb9780 added a Makefile and converagerc file	vor 4 Jahren
.dockerignore	1259a4330a Resolve "Dockerfile"	vor 4 Jahren
.editorconfig	05fab88a78 implemented first version of the crop view. Moved image operations to a separate utils module	vor 4 Jahren
.gitignore	fa28cb9780 added a Makefile and converagerc file	vor 4 Jahren
.gitlab-ci.yml	dc9ce6a951 [ci skip] report of the coverage is duplicated	vor 3 Jahren
.pylintrc	63bbf031fe added logger config in the settings.json; replaced all prints with app.logger.info/.debug	vor 3 Jahren
Dockerfile	1259a4330a Resolve "Dockerfile"	vor 4 Jahren
Makefile	3d473d8765 added tests for label provider execution. fixed the unnecessary transaction nesting, that resulted in DB errors	vor 3 Jahren
README.md	1259a4330a Resolve "Dockerfile"	vor 4 Jahren
app.py	b5d784be18 deleted Database class. Reworked all view, so that they don't need a database instance	vor 4 Jahren
docker-compose.yml	59603d7eba Ammod	vor 4 Jahren
requirements.dev.txt	0c8332a22d CI changes:	vor 4 Jahren
requirements.txt	ccdfae6b81 forgot a dependency	vor 4 Jahren
settings.json	63bbf031fe added logger config in the settings.json; replaced all prints with app.logger.info/.debug	vor 3 Jahren

PyCS

PyCS is a python tool to use and fit machine learning models using any modern web browser.

Requirements

python 3.6 + pip
nodejs 14 + npm

Getting Started

CI Builds

Download the latest version and unzip it. Execute the following commands using a command prompt:

create and activate a virtual python environment
```
python -m venv env
source env/bin/activate
```

install python dependencies

pip install numpy opencv-python Pillow scipy
pip install eventlet flask python-socketio

start server
```
python app.py
```

Docker

Docker is the preferred way to quickly start a PyCS instance without requiring any more software or libraries on your system.

build image with tag pycs
```
docker build -t pycs .
```
start container
```
docker run -p 5000:5000 pycs
```

Development

Use git to clone this repository or download the latest version as a zip file. Execute the following commands using a command prompt:

create and activate a virtual python environment
```
python -m venv env
source env/bin/activate
```