Sen descrición

Dimitri Korsch aeb3d90d4a added possibility to copy results from previously annotated file		%!s(int64=3) %!d(string=hai) anos
labels	1324058814 added another label_provider implementation using pandas DataFrames. Added config for species from only german-speaking countries	%!s(int64=3) %!d(string=hai) anos
migrations	6fecae20ba added hierarchy level attribute to labels	%!s(int64=3) %!d(string=hai) anos
models	59f949815f Improved Coding Style and Small Addition to Inference	%!s(int64=3) %!d(string=hai) anos
notebooks	53f39de67d minor changes in the management script in .gitignore files	%!s(int64=3) %!d(string=hai) anos
pycs	aeb3d90d4a added possibility to copy results from previously annotated file	%!s(int64=3) %!d(string=hai) anos
tests	769b3c8252 Unittest for pre-generation of thumbnails	%!s(int64=3) %!d(string=hai) anos
webui	aeb3d90d4a added possibility to copy results from previously annotated file	%!s(int64=3) %!d(string=hai) anos
.coveragerc	fa28cb9780 added a Makefile and converagerc file	%!s(int64=4) %!d(string=hai) anos
.dockerignore	a035f99629 updated docker image creation and the docker-compose configuration	%!s(int64=3) %!d(string=hai) anos
.editorconfig	05fab88a78 implemented first version of the crop view. Moved image operations to a separate utils module	%!s(int64=4) %!d(string=hai) anos
.gitignore	91dc7d985f added one-click bounding box annotation creation	%!s(int64=3) %!d(string=hai) anos
.gitlab-ci.yml	dc9ce6a951 [ci skip] report of the coverage is duplicated	%!s(int64=3) %!d(string=hai) anos
.pylintrc	93b7cf4611 fixed pylint score	%!s(int64=3) %!d(string=hai) anos
Dockerfile	a035f99629 updated docker image creation and the docker-compose configuration	%!s(int64=3) %!d(string=hai) anos
Makefile	1a60221444 final changes for the deployment	%!s(int64=3) %!d(string=hai) anos
README.md	1259a4330a Resolve "Dockerfile"	%!s(int64=4) %!d(string=hai) anos
app.py	7ef87b7951 added command for thumbnail generation	%!s(int64=3) %!d(string=hai) anos
docker-compose.yml	a035f99629 updated docker image creation and the docker-compose configuration	%!s(int64=3) %!d(string=hai) anos
requirements.dev.txt	0c8332a22d CI changes:	%!s(int64=4) %!d(string=hai) anos
requirements.txt	8dec9b8032 added the tqdm requirement	%!s(int64=3) %!d(string=hai) anos
settings.json	e6f8044551 fixed create_result method	%!s(int64=3) %!d(string=hai) anos

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
```