Face Detection System via RTSP -- 2
Budget: ₹1,500 – ₹12,500 INR
I'm looking for a developer to create a face detection system using Python. The system should be able to handle RTSP streams sourced from DVR/NVR systems.
We have HikVision DVR with RTSP URL. We would like to recogonise office staff faces along with the action they are doing e.g Working, Using Mobile, Food, Walking, Sleeping, Talking, We have two cameras installed so there are 2 channels.
We already have pictures 10 staff pictures with over 5000 dataset captured with cameras.
The Data will go to MySQL Database and store the activities. It also should update database with the first time in a day person detected and last time the person detected (this activity we need for attendence). If single employee doing acivity
We need code which we will run in every 2 mins and put all the data into database. You will also get ready API which is going to be store data to database.
You will run this code and deploy it on either on server we have OR Raspberry Pi4 B we have in our office.
We need backend for this so we can see the data stored in database and can train the code for new employees.
Backend will have option (PHP Recommended Else as per developer choice)
Employees > Add > Edit > Delete
Add Employee will capture image from camera and can train.
Edit Employee will capture images from camera and can retrain.
Add/Edit Employee will have options like Name, Email, Phone, Designation, InTime, OutTime, Holidays, (Saturday,Sunday), Mobile Usage Restrictions, Talking Restrictions, Food Restirctions.
Official Holidays Menu which will have Dates & Name of Holiday
Ideal Skills and Experience:
- Proficient in OpenCV
- Experience with face detection algorithms
- Familiarity with RTSP streams and DVR/NVR systems
- Knowledge in security monitoring systems is a plus
- Ability to deliver efficient, reliable, and user-friendly software.
We have HikVision DVR with RTSP URL. We would like to recogonise office staff faces along with the action they are doing e.g Working, Using Mobile, Food, Walking, Sleeping, Talking, We have two cameras installed so there are 2 channels.
We already have pictures 10 staff pictures with over 5000 dataset captured with cameras.
The Data will go to MySQL Database and store the activities. It also should update database with the first time in a day person detected and last time the person detected (this activity we need for attendence). If single employee doing acivity
We need code which we will run in every 2 mins and put all the data into database. You will also get ready API which is going to be store data to database.
You will run this code and deploy it on either on server we have OR Raspberry Pi4 B we have in our office.
We need backend for this so we can see the data stored in database and can train the code for new employees.
Backend will have option (PHP Recommended Else as per developer choice)
Employees > Add > Edit > Delete
Add Employee will capture image from camera and can train.
Edit Employee will capture images from camera and can retrain.
Add/Edit Employee will have options like Name, Email, Phone, Designation, InTime, OutTime, Holidays, (Saturday,Sunday), Mobile Usage Restrictions, Talking Restrictions, Food Restirctions.
Official Holidays Menu which will have Dates & Name of Holiday
Ideal Skills and Experience:
- Proficient in OpenCV
- Experience with face detection algorithms
- Familiarity with RTSP streams and DVR/NVR systems
- Knowledge in security monitoring systems is a plus
- Ability to deliver efficient, reliable, and user-friendly software.