Dimitri Korsch
d2f98b4a24
working on an alternative crop view
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4 anni fa | |
|---|---|---|
| labels | 4 anni fa | |
| migrations | 4 anni fa | |
| models | 4 anni fa | |
| pycs | 4 anni fa | |
| test | 4 anni fa | |
| webui | 4 anni fa | |
| .dockerignore | 4 anni fa | |
| .editorconfig | 4 anni fa | |
| .gitignore | 4 anni fa | |
| .gitlab-ci.yml | 4 anni fa | |
| Dockerfile | 4 anni fa | |
| Makefile | 4 anni fa | |
| README.md | 4 anni fa | |
| app.py | 4 anni fa | |
| docker-compose.yml | 4 anni fa | |
| requirements.txt | 4 anni fa | |
| settings.json | 4 anni fa |
README.md
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/activateinstall python dependencies
pip install numpy opencv-python Pillow scipy pip install eventlet flask python-socketiostart 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
pycsdocker 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/activateinstall python dependencies
pip install numpy opencv-python Pillow scipy pip install eventlet flask python-socketiostart server
python app.pychange directory to webui
cd webui/install vuejs and other dependencies
npm installstart frontend
npm run serve