firekind / 8th-sem-project

Face Mask Detection using Nvidia Deepstream

Offshoot of project fox that detects face masks using YoloV3. Done for 8th semester project.

Development

Use docker to setup the development environment. Take a look at 8th-sem-project.ipynb on how to train.

Deepstream

first, build the custom library,

$ cd deepstream/nvdsinfer_custom_impl_Yolo
$ CUDA_VER=10.2 make

then run the deepstream application using

$ cd .. # assuming you were in the nvdsinfer_custom_impl_Yolo folder
$ deepstream-app -c deepstream_app_config_yoloV3.txt