Нема описа

Dimitri Korsch ac9f2216f8 added file filtering: "all files", "with annotations", and "without"		пре 3 година
labels	1324058814 added another label_provider implementation using pandas DataFrames. Added config for species from only german-speaking countries	пре 3 година
migrations	6fecae20ba added hierarchy level attribute to labels	пре 3 година
models	59f949815f Improved Coding Style and Small Addition to Inference	пре 3 година
notebooks	53f39de67d minor changes in the management script in .gitignore files	пре 3 година
pycs	ac9f2216f8 added file filtering: "all files", "with annotations", and "without"	пре 3 година
tests	769b3c8252 Unittest for pre-generation of thumbnails	пре 3 година
webui	ac9f2216f8 added file filtering: "all files", "with annotations", and "without"	пре 3 година
.coveragerc	fa28cb9780 added a Makefile and converagerc file	пре 3 година
.dockerignore	a035f99629 updated docker image creation and the docker-compose configuration	пре 3 година
.editorconfig	05fab88a78 implemented first version of the crop view. Moved image operations to a separate utils module	пре 4 година
.gitignore	91dc7d985f added one-click bounding box annotation creation	пре 3 година
.gitlab-ci.yml	dc9ce6a951 [ci skip] report of the coverage is duplicated	пре 3 година
.pylintrc	93b7cf4611 fixed pylint score	пре 3 година
Dockerfile	a035f99629 updated docker image creation and the docker-compose configuration	пре 3 година
Makefile	1a60221444 final changes for the deployment	пре 3 година
README.md	1259a4330a Resolve "Dockerfile"	пре 4 година
app.py	7ef87b7951 added command for thumbnail generation	пре 3 година
docker-compose.yml	a035f99629 updated docker image creation and the docker-compose configuration	пре 3 година
requirements.dev.txt	0c8332a22d CI changes:	пре 3 година
requirements.txt	8dec9b8032 added the tqdm requirement	пре 3 година
settings.json	e6f8044551 fixed create_result method	пре 3 година

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
```