Social Distancing and Face Mask Detection using TensorFlow. Install all required Libraries and GPU drivers as well. Refer to README.md or REPORT for know to installation requirement
👉 [Shantanu Gupta] Portfolio GitHub LinkedIN
About--
Social Distancing and Face Mask Detection Platform utilizes Artificial Network to perceive if a person walk with maintain social distance and does/doesn’t wear a mask as well. The application can be associated with any current or new IP cameras to identify individuals maintaining social distance with/without a mask. :mask:
System Requirement -- :desktop_computer:
Installation Process--
Operating System | Download Link | |
---|---|---|
:point_right: | Windows | click here |
:point_right: | Mac | click here |
:point_right: | Linux | click here |
:loudspeaker: During Installation be sure to check to set Environmental variable path
conda create --name tf_python
y
and enter.pip install -r requirement.txt
Required Libraries--
File Required to Download --
This is a balanced dataset containing faces with and without masks with a mean height of 283.68 and mean width of 278.77
yolov3.weights
Download the Weight File :point_right: Click here :point_left:Trained Result of Face Mask Model--
File Structure
Set all downloaded files to their respective folders/path as given in Folder Structure Diagram.
RUN the Main Module--
conda activate tf_python
python main.py
Outputs--
Contribute:
:fire: Contributions are always welcome!
:point_right::point_right::point_right: []:point_left::point_left::point_left: