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

Greece

I speak English, Greek, Spanish, French

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 ...
About this Gig

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:

Image processing

Software development

App development

Programming language:

Python

SQL

Tools:

Jupyter Notebook

OpenCV

TensorFlow

MLflow

Frameworks:

Scikit-learn

Keras

PyTorch