Object-Detector-Multithreading-App

A real-time object recognition application using Google's TensorFlow Object Detection API and OpenCV.

Getting Started

1. conda env create -f environment.yml
2. python object_detection_multithreadng.py Optional arguments (default value):
   • Device index of the camera --source=0
   • Width of the frames in the video stream --width=480
   • Height of the frames in the video stream --height=360
   • Number of workers --num-workers=2
   • Size of the queue --queue-size=5

Tests

pytest -vs utils/

Requirements

• Anaconda / Python 3.5
• nginx-1.7.5
• nginx-rtmp-module
• TensorFlow 2.6
• OpenCV 3.0