CH-Kim92/peopleCounting

Create human detective programming with tensorflow

People counting

Create human detective programming with tensorflow

Create env on mac m1

1. create conda environment and install python
   $conda create --name [env_name] python=3.9
   
2. activate the env
   $conda activate [env_name]
   
3. install tensorflow for mac m1
   $conda insall -c apple tensorflow-deps -y
$python -m pip install tensorflow-macos
$pip install tensorflow-metal
$conda install -c conda-forge jupyter jupyterlab -y
   
4. run jupyter\
   $jupyter lab

Draw a line on webcam

labeling Images

Labeling on images and save the files as COCO dataset.

Detect person real time

test.mp4

Final

Count person based on the line on screen.