About Machine Can See
We build computer-vision systems for real-world infrastructure—where reliability, safety, and accountability matter.
Our flagship product is GateGuardX. We also develop visual AI solutions for parking and traffic analytics.
May 2019
All in on Visual AI
We started Machine Can See to build production-grade computer vision for physical environments—systems that work reliably outside of controlled lab conditions.
July 2020
Innovation Fund support (pre-seed, equity-free)
Machine Can See secured an equity-free pre-seed investment of 115k EUR from the Republic of Serbia’s Innovation Fund.
September 2020
First hires
We hired our first employees and started building in-house R&D and engineering capacity.
April 2021
Whitepaper #1
Parking Occupancy Prediction using Computer Vision with Location Awareness
A proposed approach for outdoor parking occupancy using computer vision and smart edge devices, combining new data streams to build a 3D understanding of the environment and identify available spaces.
May 2021
X-Europe program
Selected as one of 27 startups (out of 124 applicants) to participate in the program, supporting our mission to bring Visual AI to infrastructure and smart-city use cases.
Learn more →
June 2021
Patent Submitted
Method and system for prediction of objects in the space in real-time via 3D replica
Machine Can See’s patent aims to improve object prediction using camera imagery, focusing on objects such as vehicles, buildings, and roads. The system generates a vector-based representation of each object through a neural network, stores it in a database, and uses it to create a 3D simulation of the observed environment.
By incorporating physics-based models, the system increases accuracy and realism, enabling more precise predictions of real-world scenarios.
Find out more about our patent →
March 2022
Prototype ready
We built and tested an outdoor-ready prototype, validating key performance and deployment assumptions.
May 2022
Whitepaper #2
3D Vehicle Pose Estimation from an Image Using Geometry
An approach to estimating 3D object orientation from a single image using geometry-based methods.
Find out more about our whitepaper →
June 2022
First major paying client (US)
Landing our first major paying client in the US validated real market demand for our technology and deployments.
2026
Today
We build and deploy production-grade visual AI—starting with GateGuardX and expanding into parking and traffic analytics.
