Human Detection in MATLAB using Deep Learning (Neural networks)

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Mohammad Arif 2021-5-26

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编辑： Mohammad Arif 2021-5-26

Hi,

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

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Answer 1

David Willingham 2021-5-26

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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:

Pretrained EfficientDet-D0 Network For Object Detection

Regards,

David

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Mohammad Arif 2021-5-26

编辑：Mohammad Arif 2021-5-26

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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