Deeperlook Application Template

Installation

Pre-Requisite

• Docker
• CPU only algorithms:
  • Base docker image docker pull vtpl/deeperlook_base:cpu
• GPU based algotithms:
  • Nvidia container runtime for GPU based algorithms
  • Base docker image docker pull vtpl/deeperlook_base:gpu
• FPGA based algorithms Xylinx

Setting Environment

• Clone the template repository.

git clone https://github.com/vtpl1/deeperlook_app_template.git

Open in VS code and develop

The VS code has required devcontainer ready for development of GPU based algorithms

Run the developed appication in development environment

Run the developed algorithm using the following command

vtpl --job 250 file:///workspaces/deeperlook_app_template/videos/crowd.mp4

Deploy the development application in production environment

Create a wheel file using the following command:

python3 setup.py bdist_wheel

Upload the wheel using the DeeperLook application uploader

Use the application in production

License

MIT License