Webrtc Yolov10n
Stream webcam video and detect objects in real-time
You May Also Like
View AllPassword Protected Image
Identify objects in images using a password-protected service
Transformers.js
Detect objects in uploaded images
Owlv2
State-of-the-art Zero-shot Object Detection
Object Detection
Identify and label objects in images using YOLO models
Yolov5g
Detect objects in images and return details
demoIAZIKA
Analyze images to count and classify mosquito species
Gradio YOLOv8 Det
Upload an image to detect and classify objects
Transformers.js
Upload an image to detect objects
Gradio Lite Object Detection
Find objects in your images
GroundingDINO ⚔ OWL
Identify objects in images using text queries
Yolov5g
Detect objects in images using YOLOv5
Streamlit Webrtc Example
Identify objects in real-time video feed
What is Webrtc Yolov10n ?
Webrtc Yolov10n is a real-time object detection tool that leverages WebRTC (Web Real-Time Communication) for streaming webcam video and YOLOv10n (a lightweight version of the popular YOLO object detection model) for detecting objects in real-time. It is designed to provide a seamless and efficient way to perform object detection using a webcam as the input source.
Features
- Real-Time Object Detection: Detect objects in video streams with minimal latency.
- Webcam Compatibility: Utilizes WebRTC to access and stream webcam video directly in the browser.
- Cross-Platform Support: Works on multiple browsers and devices, ensuring widespread compatibility.
- High Accuracy: Powered by YOLOv10n, which balances speed and accuracy for real-time applications.
- Lightweight Architecture: Optimized for performance, making it suitable for resource-constrained environments.
How to use Webrtc Yolov10n ?
- Open the Application: Access the Webrtc Yolov10n tool through your web browser.
- Allow Webcam Access: When prompted, grant permission for the browser to access your webcam.
- Start the Video Stream: Click the "Start" button to begin streaming live video from your webcam.
- Observe Object Detection: The tool will automatically detect and label objects in the video stream in real-time.
- Adjust Settings (Optional): Customize detection settings, such as confidence thresholds, if available.
- Stop the Stream: Click the "Stop" button to end the session when finished.
Frequently Asked Questions
What browsers are supported?
Webrtc Yolov10n is supported on most modern browsers, including Chrome, Firefox, Edge, and Safari, as long as they support WebRTC.
Can I use this tool with external cameras?
Yes, you can use external cameras as long as they are connected and recognized by your device. Simply select the appropriate camera from the browser settings.
How accurate is the object detection?
The accuracy depends on the quality of the video stream and the capabilities of the YOLOv10n model. It is optimized for real-time performance but may not achieve the same accuracy as heavier models like YOLOv5 or YOLOv7.