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Facial Expression Classification Using Residual Neural Nets(으)로 돌아가기

Coursera Project Network의 Facial Expression Classification Using Residual Neural Nets 학습자 리뷰 및 피드백

4.6
별점
63개의 평가
8개의 리뷰

강좌 소개

In this hands-on project, we will train a deep learning model based on Convolutional Neural Networks (CNNs) and Residual Blocks to detect facial expressions. This project could be practically used for detecting customer emotions and facial expressions. By the end of this project, you will be able to: - Understand the theory and intuition behind Deep Learning, Convolutional Neural Networks (CNNs) and Residual Neural Networks. - Import Key libraries, dataset and visualize images. - Perform data augmentation to increase the size of the dataset and improve model generalization capability. - Build a deep learning model based on Convolutional Neural Network and Residual blocks using Keras with Tensorflow 2.0 as a backend. - Compile and fit Deep Learning model to training data. - Assess the performance of trained CNN and ensure its generalization using various KPIs. - Improve network performance using regularization techniques such as dropout....

최상위 리뷰

NA
2020년 8월 29일

Wonderful course! I got a lot of new knowledge, particularly about how CNN really works and how to apply it using existing libraries in python! 6/5

EG
2020년 10월 5일

the lecturer is so geniuuuuuuussss, thank you so much

필터링 기준:

Facial Expression Classification Using Residual Neural Nets의 9개 리뷰 중 1~9

교육 기관: Nugraha S A

2020년 8월 30일

Wonderful course! I got a lot of new knowledge, particularly about how CNN really works and how to apply it using existing libraries in python! 6/5

교육 기관: Endang P G

2020년 10월 6일

the lecturer is so geniuuuuuuussss, thank you so much

교육 기관: SYED S

2020년 11월 27일

cool and best

교육 기관: Jesus M Z F

2020년 8월 8일

Great course

교육 기관: SASIN N

2020년 8월 10일

Easy Quiz thanks for this course it helped me to understand concept clearly without wasting much of my time.

교육 기관: Partha B

2020년 9월 27일

Good course , for a short and introductory portion for a bigger work.

교육 기관: Mudunuri Y V 9

2021년 7월 29일

super

교육 기관: Narendra G

2020년 9월 30일

Too short, Guided projects are of no use.

교육 기관: Ed/Deb S

2020년 12월 14일

For me this was impossible. I did not realize how much previous knowledge was required.