Challenge
Provision of accurate facial recognition for integrated security solution
Solution
Developed and Delivered a Customized face recognition security SDK
Tools Utilised
C++, Python, PyTorch, OpenCV, NVIDIA TensorRT
Our team came up with an Initial idea of building a facial recognition integrated security project. After a few brainstorming sessions, our team of computer vision experts came up with a solution. We suggested the a customized facial recognition SDK for Integrated security solution. Our solution was aimed at providing better surveillance.
Our client was a local gallery. During this face recognition security system project, our team of engineers proved their senior-level expertise.
Our SDK coupled with the client’s system was expected to perform the following tasks:
Employee access control
As a result, we implemented facial recognition into the security system of the gallery. Our solution has made it possible to detect and recognize employees right at the mart entrance. The solution identifies the employee in the crowd based on their facial features – eyes, eyebrows, nose, lips, chin, etc. The results get checked against the employee database. If abnormalities are not detected, the employee lets in.
This is how we utilised facial recognition for in safety measures.
Strengthening the integrated Solution
In both tasks, our SDK was used for face detection and recognition. All other effects were achieved by tuning it with the client’s infrastructure. This approach has significantly smartened the development pace.
These were the necessary tech requirements for the client’s system for SDK integration:
Installations: doesn’t require special skills or knowledge. To integrate our SDK into the client’s infrastructure, we used the Docker container. it’s safe and reliable and uses system resources wisely.
Within a tight time frame, we’ve successfully completed this facial recognition integrated security solution project.
The collaboration with Alfa Xprienz has brought the client the following benefits:
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