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YOLO26 LiteRT webcam inference

See live object detection on your webcam. The YOLO26n model loads automatically; start the camera and watch the annotated results. Your camera frames stay in your browser.

First visit? Give the model a moment to download. Your browser will ask for camera permission when you press Start webcam. Use Stop webcam to release it.

How to try the YOLO26 webcam demo

  1. 1

    Wait for the model

    The YOLO26n model loads automatically. The button becomes available when it is ready.

  2. 2

    Start your webcam

    Press Start webcam and allow camera access in your browser's permission prompt.

  3. 3

    Explore the detections

    Move objects into view to see annotated predictions. Press Stop webcam when you are done.

What runs in your browser?

This demo downloads a YOLO26n model in the .tflite format and runs it with LiteRT in your browser. The webcam supplies the frames, and the page draws predictions over the live view. It is a quick way to see how a model behaves on objects around you before building a camera application of your own.

Inference speed depends on your browser and device. Good lighting and a clear view make it easier to judge what the model detects. The demo does not record or export video.

Questions about the demo

Do I need to upload a model or video?
No. This demo loads a hosted YOLO26n LiteRT model automatically. Start your webcam to run inference; there is no model picker or video upload.
Is my webcam feed uploaded?
No. The browser downloads the model and inference runtime, then processes camera frames inside your browser tab. Camera frames are not sent to this site's server.
Why does the browser ask for camera permission?
Your browser requires permission before a page can read your webcam. Access starts only after you press Start webcam. Press Stop webcam or close the tab to release the camera.
What do I need to run the demo?
Use a modern browser with a webcam and camera permission enabled. Camera access requires a secure connection (HTTPS) or localhost. The first visit also needs a connection to download the model and browser runtime.
What is LiteRT?
LiteRT is Google's runtime for the .tflite model format. This page uses the browser version to run the YOLO26 model locally and draw its predictions over your live camera view.

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