I will develop intelligent traffic camera software for vehicle detection and tracking

Einige Informationen werden in englischer Sprache angezeigt.

Griechenland

Ich spreche Englisch, Griechisch, Spanisch, Französisch

Computer Vision and Embedded Vision Engineer

I’m a Computer Vision and Embedded Vision Engineer focused on developing practical image, video, camera, and edge-processing systems for real-world applications. I build custom vision software using ...
Über diesen Service

I develop intelligent traffic camera software that automatically analyzes road and camera footage to detect, track, count, and monitor vehicles.


A typical project might involve a management team installing a roadside camera at an intersection and needing to know how many vehicles pass through each lane, where vehicles are moving, and how changes throughout the day.


What I can develop

  • Vehicle detection identify cars, trucks, buses, motorcycles, and other road vehicles.
  • Vehicle tracking maintain individual vehicle identities while they move through the scene.
  • Vehicle counting count vehicles crossing a defined line or entering a particular area.
  • Flow analysis determine movement patterns and volume.
  • Direction detection identify the direction vehicles are traveling.
  • Lane monitoring analyze vehicle movement within selected lanes.
  • Speed estimation estimate vehicle speed when suitable camera positioning and calibration are available.


Please send me a sample video, camera specification, or description of your scenario before ordering. I can review the footage and recommend the appropriate implementation and package.

APIs:

Microsoft Computer Vision AI

Google Cloud Vision API

Expertise:

Bildverarbeitung

Software-Entwicklung

App-Entwicklung

Programmiersprache:

Python

SQL

Tools:

Jupyter-Notizbuch

opencv

tensorflow

MLflow

Frameworks:

scikit-learn

keras

PyTorch