Simple script to run object detection from a webcam using opencv and matplotlib, using a gluon-cv SSD pretrained model with a mobilenet backend.

depends on:

cv2
matplotlib
mxnet
gluoncv
numpy

usage, on MacOS:

pythonw detection.py

Note, on MacOS, you need to install python as a framework, see this page

for conda environments, simply run:

conda install python.app

Result: