The problem Black Eagle(Attendance Management System) solves

Who needs this attendance management system? Basically, Schools, Colleges, Hospitals, and any company or organization can use this system.
And how it is easier? Humans are prone to error, even if we provide them with supporting computational devices. Automated attendance management systems ensure accurate time records and minimize the inevitable and costly errors with manual data entry. It saves money by putting an end to inaccurate time reporting, buddy punching, absenteeism, tardiness, time abuse, and overpayment. Monitoring and managing attendance manually can be a time-consuming, laborious, and expensive affair. The time and effort saved combined with data accuracy help in optimizing the use of resources which leads to increased productivity and improves profits. Inaccurate records can cost your organization a lot of money in overtime payment, and can also violate labor laws, resulting in expensive legal defense and fines. Also, In Schools and colleges, students tend to mark proxies which are very ridiculous. So, it is necessary to reduce the tendency of indiscipline.
An attendance management system that integrates with payroll simplifies this process while making it seamless. Reduce paperwork and save time and money with a mobile and cloud-based attendance management system. Also, Eliminate duplicate data entry and errors in time and attendance entries. Improve visibility to track and manage student attendance & absenteeism across multiple campuses. Real-time status tracking of employees and students.Easy attendance recording with entry timing-based attendance system. Track the attendance of teachers and staff in schools and college campuses also the employees of the organization.
These are some problems that our project solves also these are the functionalities of our project.

Challenges we ran into

Challenges we face during building our project:

1. Difficulty face in installation process of Required library(Dlib) for face recognition
2. Duplicacy of names in .csv file(Whenever it capture images of same person it everytime markdown attendance of that person along with time it click image )
3. Quality of webcam matter most(Inferior quality of camera cause error in face detection)
4. Encoding of images(Detection of images ) is too time consuming in initial phase.
5. At beginner's step we face problem in installation of webcam/camera
6. Accessories(sunglasses/spectacles) in face cause problem in face detection.