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Convolutional Neural Networks,

18,183 個評分
2,339 個審閱


This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face recognition, to automatic reading of radiology images. You will: - Understand how to build a convolutional neural network, including recent variations such as residual networks. - Know how to apply convolutional networks to visual detection and recognition tasks. - Know to use neural style transfer to generate art. - Be able to apply these algorithms to a variety of image, video, and other 2D or 3D data. This is the fourth course of the Deep Learning Specialization....


創建者 AG

Jan 13, 2019

Great course for kickoff into the world of CNN's. Gives a nice overview of existing architectures and certain applications of CNN's as well as giving some solid background in how they work internally.

創建者 EB

Nov 03, 2017

Wonderful course. Covers a wide array of immediately appealing subjects: from object detection to face recognition to neural style transfer, intuitively motivate relevant models like YOLO and ResNet.


2,311 個審閱

創建者 Shi Yihui

Feb 16, 2019


創建者 Krzysztof Waściński

Feb 15, 2019

Great course, however the programming assignments could be a bit harder ;)

創建者 Guillermo Florez

Feb 15, 2019

Excellent course, thank you!

創建者 xuezhibo

Feb 15, 2019

Best CNN course I ever seen!

創建者 Sarfaraz Khan

Feb 15, 2019

Its an absolute gem of a course. Great explanation of state of the art CNN architectures in a very simplistic way. Loved every bit of it and learned a ton more. This course is a must do for anyone from beginners to advanced.

創建者 Gilvandro Farias de Miranda Neto

Feb 14, 2019


創建者 David Hood

Feb 14, 2019

Another excellent course led by Andrew Ng. It neatly builds on the previous three and, again, strikes an excellent balance of difficulty and gentle encouragement.

創建者 Yingyu Fu

Feb 14, 2019

Hope to have more coding demo...

創建者 James A Winkelmann Jr

Feb 13, 2019

Some of the coding assignments had major issues that need to be fixed.

創建者 Xinwei Bai

Feb 13, 2019

When I am doing the programming assignments, I felt that some part were quite difficult since I had no background in neither Keras nor Tensorflow. It was helpful that in one of the previous courses there was a tutorial for the basics of Tensorflow. But for Keras I felt that there is a gap between what I have and what is needed for the assignment. So I would suggest a more thorough tutorial for Keras. Maybe several short tutorials talking about the implementations and ideas of Tensorflow & Keras may help a lot.