Best sources to develop a single class thin/slim custom deep learning model for object detection?

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Shaik Ahmad
Shaik Ahmad 2019-7-22
回答： Kritika Bansal 2019-7-30
I am working on a problem, where I need to detect a particular type of objects. I have tried with tensorflow ssd mobilenet model, but I their processing time is very high. Hence I am planning to develop my own object detection model for single class with a very few layers in Keras (Tensorflow). I need to know, is there any github repo, or tutorial that explains clear procedure about single class custom object detection model training.

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回答（1 个）

Kritika Bansal
Kritika Bansal 2019-7-30
Hi,
You can follow the following links to know more about creating and training your own networks using MATLAB’s Deep Learning Toolbox:
https://in.mathworks.com/help/deeplearning/index.html?s_tid=CRUX_lftnav
https://in.mathworks.com/help/deeplearning/deep-learning-with-images.html?s_tid=CRUX_lftnav
https://in.mathworks.com/help/deeplearning/ug/define-custom-deep-learning-layer.html
In case you want to know about performing transfer learning in MATLAB, you can refer to the link below:
https://in.mathworks.com/help/deeplearning/examples/transfer-learning-using-alexnet.html

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