Software Development for Industries
We create dedicated teams of developers to accomplish our partners' goals in any industry. Find on this page some examples.
Case Study #12
AI video surveillance Platform
The project consisted of analyzing a real-time video stream and identifying events, the presence of humans in demarcated areas.
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Results
The outcomes of these projects were:
- A system that identifies events and people in demarcated areas.
- A system made the reports of these events via phone calls, text messages, and connection to the home automation software.
Overview
The system was networked with a set of up to 64 cameras on a LAN (Local Area Network), also using internal camera event detection mechanisms or polling for cameras that did not support these events, video streams were extracted and passed through the OpenCV (computer vision) mechanism to detect intruders using a classification algorithm tuned internally for the project.
When an intruder was detected, alerts were generated to up to five contacts using Twilio and MSM, as well as emails and pre-recorded calls.
In this case study, we delve into the intricacies of our innovative solution that integrates artificial intelligence into the video surveillance area. Our platform stands out as the demand for advanced security measures intensifies, combining state-of-the-art computer vision, machine learning algorithms, and real-time analytics.
Approach
The technologies used in this project are:
- Python
- JavaScript
- YOLOv3
- OpenCV
This project lasted two years, with one senior and one semi-senior developer.