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Object Dection Tracking

Custom Object Analysis

Solution

 Overview


Challenge

Provision of an accurate image object detection solution.


Solution

Developed and delivered a custom object analysis system


Tools Utilised

 C++, Python, PyTorch, OpenCV, NVIDIA TensorRT

Provide an accurate image object detection solution

Our team came up with an Initial idea of building a object recognition solutions to detect missing objects in an airport.

After a few brainstorming sessions, our team of computer vision and AI experts came up with a solution. We suggested that a customized object analysis solution that can be utilized for detection of missing bag types in the airport, firefighting detection and tracking of objects in smoky environments and detect lost children in public spaces.

Accuracy in Object analysis

Our team implemented an obect detection system. Our solution has made it possible to detect and recognize missing bag types in the airport. Detecting objects or people in smoky environments after fires and detect lost children in crowds and public spaces.

The solution identifies the object in the crowd based on their features ,The results get checked against the feature database if there is a match the system alerts the user.

Strengthening the system

  1. We worked with the dataset of object and human features.
  2. Cameras and devices. We had to process video streams from multiple cameras. Then we tuned it in with our solution. It checks objects against the datasets If there’s any similarity detected, the system notifies the user of the system.

Custom object analysis system

Within a tight time frame, we’ve successfully completed this Customised Object recognition  system project. The collaboration with Alfa Xprienz Innovation Labs has brought the following benefits:

  • Accurate object detection and tracking despite occlusions, poor lighting etc
  • Easily perform person and behaviour analysis to detect suspicious behaviour, lost children etc
  • Unsupervised failure and anomaly detection

TALK TO US

Talk to one of our experts to discover how Alfa Xperienz Solutions can help you achieve your AI and data-driven aspirations.

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