Dynamic Vehicle Analysis System

I am seeking a proficient Python developer to craft a code that intricately processes video files for vehicle analysis. This project will focus on object detection within these files, specifically targeting vehicles. The goal is to accurately detect vehicles, analyze their speed, track their positions, and categorize them based on their composition.

Ideal Skills and Experience Required:
- Proficiency in Python programming
- Proven experience with image processing libraries (e.g., OpenCV)
- Familiarity with handling video files in Python
- Ability to implement object detection algorithms
- Competence in analyzing and computing vehicle speed and position from video
- Experience in vehicle classification based on visual characteristics

Project Tasks:
1. Develop Python code that can process video files (no specific format but typically MP4 or AVI).
2. Implement object detection to identify vehicles within these videos.
3. Calculate and record the speed and position of each detected vehicle.
4. Classify vehicles based on their composition and characteristics (e.g., car, truck, motorcycle).
5. Ensure the code is well-documented, scalable, and efficient for processing multiple video files.

This will be an exciting opportunity for developers interested in video analysis, machine learning, and specifically vehicle detection and classification. I look forward to collaborating on this innovative project.