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Local_Knowledge_Integration

Local Knowledge Integration is a suite of different image processing tools (face detection, color detection, classification...) that perform analysis on a video stream coming from an ip camera for a cisco internal innovation contest.

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Motivation:

The project is to extract as much info as possible from a livestream through a portable interface (android smartphone) that can be reused for later purposes or for direct action and analysis given a certain set of triggers

Tech/Frameworks used:

Project Structure:

  • tets_dlib.py
  • utils.py

Features:

  • Interfacing with android ip webcam on smartphone through python
  • Creating a picture for each of the detected boxes
  • For the face picture make it go through a cnn to extract emotion
  • Counting number of persons going through (in case of a building apply recognition for people going in and out)
  • Extracting age
  • Extracting gender
  • Tone analysis
  • Text to speech
  • Speaker pose analysis
  • Real time insight and actions given certain triggers
  • Post time analysis

Workflow:

  1. Connecting to the ip webcam through your local network
  2. Selecting the speaker microphone
  3. Select the emotion target and emotions to monitor

How to use:

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