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PROFESSIONAL PASSION: HOBBY TO PROTOTYPE

Welcome to my personal showcase of AI hobby projects. Crafted during my leisure hours, these are a blend of both prototypes and conceptual designs:

For Inspiration: Others are simply displayed to inspire and show what I'm capable of.
For Sale: Some of these projects are available for purchase, complete with the original source code.

If you're interested in building something similar, let's chat! Every project has a downloadable demo, allowing you to experience its capabilities using your own images, videos, or cameras. I prioritize efficiency, hence, all codes are purely written in C++ — making them optimal for embedded systems, cameras, and low-resource hardware. Interested in a demo or purchasing a project? Drop me an email:

FOR INSPIRATION

Driver monitoring solution

DRIVER MONITORING

My system can identify the driver and continuously monitor their attention and vital signs to help prevent accidents.

Heart rate monitor

WEBCAM HEART RATE MONITOR

Measure heart rate without any physical contact using regular webcam.

Landmark detector

EYE LANDMARK DETECTOR

High quality face and eye landmark detection. Provides the points of the face, eye lids, iris and pupil.

Eye gaze tracker

EYE GAZE TRACKER

Provides the 3D eye gaze vector in the camera coordinate system with the help of a single traditional webcam.

Driver drowsiness detector

DRIVER FATIGUE DETECTOR

Monitors the driver awareness using computer vision. When driver fatigue or drowsiness detected the system alerts the driver

Face recognizer

FACE RECOGNIZER

Realtime - high performance facial recognition engine for video and image processing.

Spoofing detector

SPOOFING DETECTOR

Provides protection against various spoofing attacks like image, mask or video presentation attacks.

Road traffic analyzer

ROAD TRAFFIC ANALYZER

Monitors the drivers driving behavior usin a single dashcam and alerts the driver before collisions.

Driver distraction detector

DRIVER DISTRACTION DETECTOR

When distracted driving is detected the system alerts the driver to prevent possible accidents. It also detects if the seatbelt is fastened or not.

Face tracker

FACE
TRACKER

Detects and tracks multiple people super-real time. Each person is labeled a unique anonymous identifier.

Head gaze tracker

HEAD GAZE TRACKER

Provides the 3D head gaze vector with the help of a single webcam.

Online proctoring

ONLINE PROCTORING

Securing high stake exams. Recognizing cheating attempts and automaticly alerting proctors in case of cheating.

FOR SALE

Gaze Tracker solution

GAZE TRACKER

The solution provides face detection, tracking, landmark placement, and various eye and head measurements, like head and eye gaze or EAR.

Eye detector model

PUPIL, IRIS, SCLERA DETECTOR

This model detects the sclera, iris and pupil bounding box in a picture cut out of an eye.

Face mask detector

FACEMASK DETECTOR

This model detects the wearing / non-wearing or improper wearing of a medical mask.

Fire detector

FIRE DETECTOR

This model detects fire in all kinds of environments.

Extended face detector model

EXTENDED FACE DETECTOR

This model can detect face, eye, iris, ear, nose, mouth and even glasses with high speed (170+ FPS).

Pothole detector

POTHOLE DETECTOR

This model detects potholes on the road.

Insect detector

INSECT DETECTOR

This model detects insects like: Bee, Lady bug, Ant, Caterpillar, Butterfly, Dragonfly etc.

Handgun detector

HANDGUN DETECTOR

This model detects handguns.

Spoofing detector model

SPOOFING DETECTOR

This model provides protection against various spoofing attacks like print or video presentation / replay attacks.

Seatbelt detector

SEATBELT DETECTOR

This model detects seat belts.

Phone detector

MOBILEPHONE DETECTOR

This model detects mobile phones.

ABOUT ME

Antal Zsiros

I am an innovator who not only come up with ideas but also puts them into practice. If a problem can be solved in two ways, I will always find a third solution that is better than the previous ones.

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