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Computer Vision algorithm implementations, intended for use with the Neodroid platform

Project description

neodroid

Vision

This repository will host implementation computer vision algorithms applying the Neodroid platform.


Neodroid is developed with support from Research Council of Norway Grant #262900. (https://www.forskningsradet.no/prosjektbanken/#/project/NFR/262900)


Build Status Coverage Status GitHub Issues GitHub Forks GitHub Stars GitHub License

python pytorch

numpy tqdm

Contents Of This Readme

Algorithms

Requirements

  • pytorch
  • tqdm
  • Pillow
  • numpy
  • matplotlib
  • torchvision
  • torch
  • Neodroid
  • pynput

To install these use the command:

pip3 install -r requirements.txt

Usage

Export python path to the repo root so we can use the utilities module

export PYTHONPATH=/path-to-repo/

For training a agent use:

python3 procedures/train_agent.py

For testing a trained agent use:

python3 procedures/test_agent.py

Results

Segmentation

Code

Screenshots

Segmentation

Contributing

See guidelines for contributing here.

Citation

For citation you may use the following bibtex entry:

@misc{neodroid-vision,
  author = {Heider, Christian},
  title = {Neodroid Vision},
  year = {2019},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/aivclab/vision}},
}

Authors

Here other contributors to this project are listed.

Project details


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