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Convolutional Neural Networks, deeplearning.ai

4.8
16,158 ratings
2,128 reviews

About this Course

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....

Top reviews

By 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.

By DG

Feb 14, 2018

Too much hand-holding during assignments, although still very good directions. Obviously the issue with the final programming assignment needs to be addressed. Fantastic lecture material, as always.

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2,102 Reviews

By Rebeen Ali Hamad

Dec 09, 2018

Thank you very much

By Prabhat Kumar Mishra

Dec 09, 2018

Just Amazing!!!

By Xin Yang

Dec 09, 2018

the IOU function is tough....

By Fahad Ali Shahjahan Shaikh

Dec 07, 2018

Excellent course

By 罗炜儒

Dec 07, 2018

讲解卷积神经网络的知识详尽而到位,课后练习能较好的巩固课上所学习的知识,尤其是最后的人脸识别和风格转换作业十分有趣!美中不足的地方在于YOLO算法的课后作业并没有帮助我更好的理解该算法,以致于我现在还对物体识别之类的算法一知半解。

By KUNIHIRO OSHIMA

Dec 06, 2018

More! more!!!

By Pedro Manuel Herrero Vidal

Dec 06, 2018

Beautiful depiction of convolutional neural networks: from the basic concepts, to their application in the context of computer vision. Great theoretical framework and application through thoughtful assignments.

By 郑帅帅

Dec 06, 2018

That's amazing!

By Mohamad Khaled

Dec 06, 2018

Its great course about deep learning computer vision. Make sure you take this course kuz DL and CV are both powerful Tech to process images and videos.

By Daniel Gläsner

Dec 06, 2018

Wie immer, ein sehr guter Kurs, verständlich erklärt und tolle Programmierbeispiele. Ich freue mich schon jetzt auf den nächsten Kurs.