Audience analytics
Audience Measurement
Measure viewing time and gaze-based attention around a display, with facial expression estimates. Build the results into your own analytics.
See the engines at work
Try computer vision
in your browser.
Choose a demo and evaluate the output with your own camera. No account or local installation is needed to open a demo.
Before you start
The demos download their WebAssembly engine and model assets, which can take a moment. Camera access needs your permission and HTTPS (or localhost). Performance varies by device and browser. Prefer a recorded demonstration? You’ll find it on the engine’s project page.
Source packages available
Evaluate an engine before you buy.
These demos process camera frames locally in the browser. See the privacy notice for website and third-party services.
Identity & verification
Liveness Detection
Add action-based liveness checks to your face verification flow. Ask for blinks or head turns and check the response.
Identity & verification
Face Recognition
Detect, track and re-identify faces in video. Start with a working C++ engine and adapt the matching to your application.
Identity & verification
Face Anti-Spoofing
Evaluate a neural-network approach to detecting photo and screen presentation attacks in a face verification workflow.
Gaze & attention
Gaze Tracker
Estimate head pose and eye gaze direction from a webcam, with facial landmarks and eye openness measurements.
Expression analysis
Facial Expression Recognition
Classify visible facial expressions in a camera feed and explore the estimates in your own visualization or analytics.
Creative vision
Virtual Makeup
Map your own 2D makeup designs onto a tracked 3D face mesh, with a working browser demonstration.
Research prototype
Webcam Heart Rate Monitor
Explore contactless pulse estimation from subtle facial color changes using remote photoplethysmography (rPPG).
Creative vision
Face Swap
Swap detected faces in the camera image, or replicate the largest face across the scene, with the C++ source included.
More experiments
Explore the wider demo collection.
Availability of source packages varies. These demonstrations are separate from complete, supported end-user systems.
Road Segmentation
Segment road-scene objects in a camera image.
Driver Monitoring Objects
Explore detection of object types relevant to driver monitoring. A technical demo, not a certified driver safety system.
Person Pixelizer
Segment and pixelate people in the camera feed. Detection can miss people; evaluate your intended distance.
Color Checker
Explore the dominant colors and HEX values of a scene.
Disco Effect
An experimental video effect with a music-video feel.
Halloween Makeup
Try another mask design using the Virtual Makeup engine.
Missing Object Detector
Compare a fixed camera view with a reference scene to reveal removed objects.
If a demo does not start
- Allow time for the initial engine and model download.
- Use a current browser with WebAssembly support.
- Check the browser’s camera permissions and close other apps using the camera.
- Try a desktop or laptop if your phone struggles with the processing load.
- Use the recorded demonstration on the product page when a camera is unavailable.
Camera access starts within the selected demo, not on this collection page. Read the compatibility and support policy.