Real-Time Object Detection and Audio Announcements Using OpenCV and YOLO
ฝัง
- 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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Great 👍
Wow 😮 , can you please make a vdo on humanoid robot