DATASCIENCE PROJECTS
Project 6: Employee Monitoring Registration
This is a complete face recognition project with a few clicks the application has the capability to collect datasets using a webcam, train itself and do predictions in real-time. created a tool that do the task of employee registration using therir facial features, And detects the employee with their face and display their name on the GUI. It is a easily maintainable tool, and this is paar better peroforming project then other face recognization projects in industry. Created as a Proof of Concept(POC) and aim to register and detect the face of emplyoees in the organization. Deployed this POC for Internship(at Ineuro.ai) (as Freasher)
Tools and Technologies Used
- Programming language: Python 3.6
- Deep Learning Framework: MXNET, Keras
- Desktop App: Tkinter
- Image Processing: OpenCV
- Face Detection Algorithm: MTCNN
- Face Recognition Algorithm: Arcface