Real-Time Object Detection and Audio Announcements Using OpenCV and YOLO

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  • เผยแพร่เมื่อ 9 มิ.ย. 2024
  • In this video, we demonstrate a powerful real-time object detection system that uses a mobile camera feed. By leveraging the YOLO (You Only Look Once) model and OpenCV, we can detect various objects with high accuracy. Additionally, the system uses text-to-speech to announce the detected objects, providing an interactive experience. Watch the video to see how we integrate multiple technologies to create this innovative project!
    #### Project Highlights:
    - *YOLO Model Integration:* Learn how to set up and use the YOLO model for object detection.
    - *Mobile Camera Feed:* Stream video from your mobile camera using IP camera technology.
    - *Real-Time Processing:* Capture and process video frames in real-time using threading.
    - *Text-to-Speech:* Implement text-to-speech announcements for detected objects.
    - *OpenCV and Numpy:* Utilize these powerful libraries for image processing and numerical operations.
    #### Links and Resources:
    - *YOLO Model:* [YOLO: Real-Time Object Detection](pjreddie.com/darknet/yolo/)
    - *OpenCV Documentation:* [OpenCV](opencv.org/)
    - *Text-to-Speech Engine:* [pyttsx3](pypi.org/project/pyttsx3/)
    - *DroidCam:* [DroidCam - Webcam for PC](www.dev47apps.com/droidcam/)
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ความคิดเห็น • 2

  • @user-ri8ue1nu9r
    @user-ri8ue1nu9r หลายเดือนก่อน +1

    Great 👍

  • @FlexFactor135
    @FlexFactor135 หลายเดือนก่อน +1

    Wow 😮 , can you please make a vdo on humanoid robot