model

[kasinadhsarma]

This pull request includes significant updates to the README.md file, enhancing the documentation and providing detailed information about the project's features, updates, hardware support, performance metrics, and future development plans. Additionally, a minor fix was made in the tests/test_models.py file to correct an issue with the script execution.

Documentation Enhancements:

• Features and Models: Added descriptions of supported object detection models, including Faster R-CNN and YOLO, with their performance metrics and optimization details.
• Latest Updates: Listed recent improvements such as YOLO model integration, CPU optimization, and updated documentation.
• Development Roadmap: Outlined current improvements and future plans, including Google Maps integration and mobile application development.
• System Requirements: Provided a list of required software and libraries for running the project.
• Documentation: Added comprehensive comments and guides to the codebase to assist with implementation and optimization.

Code Fix:

• Script Execution in Tests: Fixed the main() function in tests/test_models.py to ensure proper execution without unnecessary environment variable export and pytest command.