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Introduction Objectives Features System Architecture Hardware Components: Software Components: Data Flow: User scans biometric → System verifies identity → Attendance is recorded → Data is synced with the central server → Admin dashboard updates. Include a system diagram to illustrate the architecture. Technology Stack Implementation Details Modules: Biometric Algorithms: Challenges and Solutions Results and Future

Introduction Provide a brief overview of the project: Objectives  Features System Architecture Technology Stack Implementation Details Modules: Algorithms Used: Example: Queue Length Estimation, Reinforcement Learning, etc.  Challenges and Solutions  Results and Future Scope Conclusion Summarize the impact of the system and its benefits to urban traffic management. Appendix (Optional) Include diagrams, screenshots, or graphs. Provide

  Introduction Purpose: Automate toll collection processes to improve efficiency and reduce traffic congestion.Problem Statement: Manual toll collection leads to delays, human errors, and revenue leakages. Applications: Highways, bridges, and other toll road systems.  Objectives Facilitate contactless and cashless toll payments. Reduce wait times and traffic congestion at toll plazas. Enhance revenue collection accuracy and transparency.