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blunk 6ef9be034c Fixed multiple confirmations per bounding box		преди 3 години
labels	65a59aae33 implemented label provider execution as bulk update	преди 3 години
migrations	7972665fef Bounding box confirmation, logout button moved, description of pipeline annotations	преди 3 години
models	59f949815f Improved Coding Style and Small Addition to Inference	преди 3 години
pycs	6ef9be034c Fixed multiple confirmations per bounding box	преди 3 години
tests	b083e28899 "Annotated by" and minor additions	преди 3 години
webui	6ef9be034c Fixed multiple confirmations per bounding box	преди 3 години
.coveragerc	fa28cb9780 added a Makefile and converagerc file	преди 3 години
.dockerignore	a035f99629 updated docker image creation and the docker-compose configuration	преди 3 години
.editorconfig	05fab88a78 implemented first version of the crop view. Moved image operations to a separate utils module	преди 3 години
.gitignore	c248d2da79 Authentication (additional)	преди 3 години
.gitlab-ci.yml	dc9ce6a951 [ci skip] report of the coverage is duplicated	преди 3 години
.pylintrc	63bbf031fe added logger config in the settings.json; replaced all prints with app.logger.info/.debug	преди 3 години
Dockerfile	a035f99629 updated docker image creation and the docker-compose configuration	преди 3 години
Makefile	1a60221444 final changes for the deployment	преди 3 години
README.md	1259a4330a Resolve "Dockerfile"	преди 4 години
app.py	5ee79d8ef5 Added authentication / login	преди 3 години
docker-compose.yml	a035f99629 updated docker image creation and the docker-compose configuration	преди 3 години
requirements.dev.txt	0c8332a22d CI changes:	преди 3 години
requirements.txt	ccdfae6b81 forgot a dependency	преди 3 години
settings.json	1a60221444 final changes for the deployment	преди 3 години

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
```