The plugin counts objects of interest from an image. Supported objects can be found in coco.names. The plugin automatically uses Nvidia GPU for inferencing when available.
# -stream option is required to indicate source of a streaming input
# for example, python3 app.py -stream bottom_image gets
# images from the camera named "bottom_image"
# to count cars and pedestrian
$ python3 app.py -object car -object pedestrian
# to count cows with 70% confidence level
$ python3 app.py -object cow -confidence-level 0.7
# to count all registered objects and sample the image used in interencing
$ python3 app.py -all-objects -sampling-interval 0
# to count cars every 10 seconds
$ python3 app.py -object car -continuous -interval 10Bhupendra Raut, Dario Dematties Reyes, Joseph Swantek, Neal Conrad, Nicola Ferrier, Pete Beckman, Raj Sankaran, Robert Jackson, Scott Collis, Sean Shahkarami, Seongha Park, Sergey Shemyakin, Wolfgang Gerlach, Yongho Kim