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

1 次查看（过去 30 天）

显示更早的评论

Shaik Ahmad 2019-7-22

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/472774-best-sources-to-develop-a-single-class-thin-slim-custom-deep-learning-model-for-object-detection

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.

0 个评论
显示 -2更早的评论隐藏 -2更早的评论

请先登录，再进行评论。

请先登录，再回答此问题。

回答（1 个）

Kritika Bansal 2019-7-30

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/472774-best-sources-to-develop-a-single-class-thin-slim-custom-deep-learning-model-for-object-detection#answer_385392

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

0 个评论
显示 -2更早的评论隐藏 -2更早的评论

请先登录，再进行评论。

请先登录，再回答此问题。

类别

Image Processing and Computer Vision Computer Vision Toolbox Recognition, Object Detection, and Semantic Segmentation

在 Help Center 和 File Exchange 中查找有关 Recognition, Object Detection, and Semantic Segmentation 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Translated by