Human Detection using YOLOV3 with own Weights

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Hanes Ongos 2024-1-6

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https://ww2.mathworks.cn/matlabcentral/answers/2066986-human-detection-using-yolov3-with-own-weights

回答： Shantanu Dixit 2024-8-26

Hi everyone! I am trying to detect humans using yolov3 weights. Right now, I am trying to detect using an image but later I am going to use a camera to detect humans. I don't know if this is possible using my own weights with my config file.

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Answer 1

Shantanu Dixit 2024-8-26

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https://ww2.mathworks.cn/matlabcentral/answers/2066986-human-detection-using-yolov3-with-own-weights#answer_1505139

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Hi Hanes, to perform real-time human detection using 'yolov3', use 'snapshot' functionality available in MATLAB to capture frames from a webcam. Refer to the example code below.

Below approach assumes an already trained yolov3Detector for human detection.

cam = webcam; 
while true
    % Capture a frame from the camera
    frame = snapshot(cam);
    [bboxes, scores, labels] = detect(yolov3Detector, frame);
    %% extend functionality
    
    % Wait for a key press to exit
    if waitforbuttonpress
        break;
    end   
end
% Release the camera
clear cam;