Detectron2 Panoptic Segmentation Demo

• Image panoptic segmentation and video panoptic segmentation
• To run:
  1. Clone repository.
  2. Follow environment setup instructions below,
  3. Run "python main.py" in the terminal!

Environment Setup

• Credit: M. Haroon Shakeel (Medium: https://medium.com/@haroonshakeel/detectron2-setup-on-windows-10-and-linux-407e5382df1)
• Instructions: (estimated time to complete: 5 minutes)
  1. Download and Install Anaconda
  2. Open Anaconda Prompt and create a new virtual environment by using the command: conda create -n detectron_env python=3.8
  3. Activate the environment: conda activate detectron_env
  4. Once done, install cython pip install cython
  5. Install Pytorch and CUDA: conda install pytorch torchvision torchaudio cudatoolkit=11.0 -c pytorch
  6. Clone Detectron2 repository: git clone https://github.com/facebookresearch/detectron2.git
  7. Got to the downloaded repository folder: cd detectron2
  8. Install dependencies: pip install -e .
  9. Then install OpenCV pip install opencv-python