Heimdall - An intelligent video analytics tool that convert any camera into AI camera

navaneeth kt

navaneeth kt

Kozhikode, Kerala

3 0
  • 0 Collaborators

An intelligent video analytics tool that converts any normal camera into smart. this plug-and-play tool supports 10+ default video intelligent plugins including mask detection, crowd counter, vehicle counter, social distancing detection, etc. in addition it supports any custom plugins ...learn more

Project status: Published/In Market

Cloud

Groups
Internet of Things

Intel Technologies
Movidius NCS, oneAPI

Overview / Usage

Heimdall is a multipurpose dashboard for smart surveillance, With Heimdall's enhanced Artificial Intelligence technologies and object and facial recognition helps reduces the need for labor-intensive tasks, work as an intelligent eye of police to help capture criminals and monitor with the AI. These tools and technologies may be new to the policing community so the's plug and plays into every environment like the control room. also, we can turn any existing cameras into smart cameras with Heimdall's state-of-the-art tools.

Methodology / Approach

  • Criminal Face Search
  • Searching and matching criminal during investigations is a difficult process
  • Smart searching can be used to search criminals using any information, It can even detect criminals from just one image!
  • Upload an image or any information of the person in Bifrost's **Criminal Face Search** tool to search in the database, click the **Add Criminal Data** button to add people to the database.
  • Fake Video detection
  • The immensely growing popularity of deepfakes may shift towards other spheres such as targeting of political and corporate figures
  • Heimdall's **Fake Video Detection** uses Machine Learning techniques to detect such videos
  • Just upload a video to the **Fake Video Detection** tool and it will output if the uploaded video is fake or not
  • Smart surveillance
    • Smart surveillance is a set of Machine learning tools that can be easily deployed to a CCTV network or IP cams. Here are the tools in Smart Surveillance

    • Face Mask detection

      • Crowd Counting
      • Social Distancing
      • Speed Monitor
      • Live Blacklisted Face Alert
    • Monitoring CCTV footage to find Criminals and wanted people is a Manually Intense task

    • Police can use the **Live BlackList Face Alert** tool to find Find Criminals, Wated People and Missing People, Click the **Blacklist** button to add criminals ato the Blaklist

    • Polcie can easily deploy this to CCTV camera networks , using the **Add Camera** option

Technologies Used

Intel Movidius ncs, one API, DevcloudTensorflow, PyTorch, Django, Fastapi, Postgres

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