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Project description
Panoptic
Panoptic is a tool for exploring and annotating large image corpora, using image analysis and machine learning tools to facilitate these tasks.
Since it requires deep learning libraries, it is recommended to use it with a computer with minimal computing capabilities.
Caution: Panoptic is still in active development and is currently a prototype, it is likely that you will encounter bugs, so we recommend to use this tool only for testing and not to rely on it for a substantial academic work.
Pip installation (WIP)
pip install panopticpanoptic
Installation (development)
The following steps involve cloning the directory and are recommended for users who wish to have access to the development versions, or who wish to modify the code themselves in order to contribute.
Backend development only
To test and modify the backend operation, we provide an already built frontend in the backend html folder.
- go to the
panoptic-backfolder - to install the dependencies
python setup.py installto simply use panopticpip install -e .to developpip install -r requirements.txtand you have to addpanoptic-backto the PYTHON_PATH for developping purpose too
- run
python panoptic/main.py
Front and back development
- First of all, perform the installation steps of the backend
- go to the
panoptic-frontfolder - Run
npm install. - run
npm run dev. - before running the backend the
PANOPTIC_ENVenvironment variable should be set toDEVin order to use the development frontend.
Windows install (coming soon)
Mac installation (coming soon)
Linux installation (coming soon)
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