Multiprocessing and threading of a facerecognition system

Job Description:

I have developed a face recognition application on python for surveillance cameras, i want the system to work in real time so i want to apply multiprocessing and threading:

1. Set up a separate thread to read frames from the camera: This thread will continuously read frames from the camera and put them into a queue.

2. Set up a pool of processes: Create a pool of processes (one for each CPU core) that will process frames from the queue.

3. Modify the pipeline to use multiprocessing: The pipeline should be modified so that each process takes a frame from the queue, processes it, and returns the annotated frame to the main process. Each process should run the entire pipeline for a single frame.

4. Annotated frames: The main process should display the annotated frames from each process in the correct way to assure a smooth live real time output

Skills: Python, Software Architecture, Java, MySQL, Software Testing

About the Client:
( 0 reviews ) Khan younies, Palestinian Territory

Project ID: #36292981

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Hello Wafaa A., I will work on this project until I get good results and complete all the tasks. I am prepared to handle projects requiring Python, Software Testing skills. Please come over chat and discuss your req More

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Hi AI and Machine Learning: Extensive experience in implementing advanced machine learning algorithms and neural networks using Pytho More

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