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occupancy-detection

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aparajitad60 / Room-Occupancy-Detection-Using-Sensor-Data-and-Evaluate-Machine-Learning-Models-with-Yellowbrick

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Evaluation of Machine Learning Models with Yellowbrick

machine-learning python3 feature-selection algorithm-analysis roc-curve sensor-data hyperparameter-tuning occupancy-detection classification-algorithm datavisualization scatterplot anscombesquartet roc-auc radviz yellowbrick discrimination-threshold manifold-visualization parrallel-coordinates-plot rank-features
  • Updated Jul 3, 2020
  • Jupyter Notebook

harsha-desaraju / Occupancy-Detection

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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…

deep-neural-networks deep-learning image-processing image-recognition cnn-model occupancy-detection
  • Updated Feb 2, 2022
  • Jupyter Notebook

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