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occupancy-detection

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ML-powered intelligence for Home Assistant — learns your home's patterns, predicts behavior, detects anomalies, and generates automations. 9 models, real-time dashboard, runs entirely local. No cloud required.

  • Updated Mar 3, 2026
  • Python

In this project we developed a deep learning model based on Convolutional Neural Network(CNN) for counting the number of people in an image. This has a lot of applications in many areas like occupancy detection, surveillance etc. We deployed the model on a server, as deep learning models can be highly computationally intensive. Though it was not…

  • Updated Feb 2, 2022
  • Jupyter Notebook

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