Who added Matlab deep learning architectures?
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Merve Buyukbas
el 29 de Sept. de 2021
Comentada: Merve Buyukbas
el 29 de Sept. de 2021
In my master's thesis, I did studies using deep learning architectures. Members of the jury want me to provide references for each. I can't find information about who added AlexNet, ResNet-18, GoogleNet and SqueezeNet libraries. Who found these codes and library? Can you help me?
I need urgent reply and thank you.
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David Willingham
el 29 de Sept. de 2021
If you go to the MATLAB doc page for each network, it will show the references at the bottom:
For example, in Googlenet:
There is this section at the bottom:
References
[1] ImageNet. http://www.image-net.org
[2] Zhou, Bolei, Aditya Khosla, Agata Lapedriza, Antonio Torralba, and Aude Oliva. "Places: An image database for deep scene understanding." arXiv preprint arXiv:1610.02055 (2016).
[3] Places. http://places2.csail.mit.edu/
[4] Szegedy, Christian, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich. "Going deeper with convolutions." In Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 1-9. 2015.
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Image Analyst
el 29 de Sept. de 2021
Not exactly sure what you mean, but the architectures were developed by researchers worldwide and then they were incorporated into MATLAB by Mathworkers. You need to have the Deep Learning Toolbox and use the Add-on tool to download the desired network to your local installation. They are not all provided in advance with the Deep Learning Toolbox - you need to download the ones you want.
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