Human Detection in MATLAB using Deep Learning (Neural networks)

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I am looking to detect pedestrians/humans in a frame. I am aware of the peopleDetector tool in the Computer Vision Toolbox, that uses HOG features and a SVM for classification. I also went through the Pedestrian Detection example in the deep learning matlab toolbox.
If I want to use, Sliding Window for Region Proposal, HOG for Feature Extraction and then a NN for Classification. How do I go about this?
Thank you

Answers (1)

David Willingham
David Willingham on 26 May 2021
Hi Mohammad, have you thought about using Object Detectors based on deep learning?
This example shows how to use a pretrained object detector on 80+ different categories:
  1 Comment
Mohammad Arif
Mohammad Arif on 26 May 2021
Edited: Mohammad Arif on 26 May 2021
Hey David,
Thanks for your response. I am interested in tuning the deep learning network, through transfer learning and using it as a classifier. I'll go through the example now.

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