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返回到 Detecting COVID-19 with Chest X-Ray using PyTorch

學生對 Coursera Project Network 提供的 Detecting COVID-19 with Chest X-Ray using PyTorch 的評價和反饋

4.5
299 個評分
33 條評論

課程概述

In this 2-hour long guided project, we will use a ResNet-18 model and train it on a COVID-19 Radiography dataset. This dataset has nearly 3000 Chest X-Ray scans which are categorized in three classes - Normal, Viral Pneumonia and COVID-19. Our objective in this project is to create an image classification model that can predict Chest X-Ray scans that belong to one of the three classes with a reasonably high accuracy. Please note that this dataset, and the model that we train in the project, can not be used to diagnose COVID-19 or Viral Pneumonia. We are only using this data for educational purpose. Before you attempt this project, you should be familiar with programming in Python. You should also have a theoretical understanding of Convolutional Neural Networks, and optimization techniques such as gradient descent. This is a hands on, practical project that focuses primarily on implementation, and not on the theory behind Convolutional Neural Networks. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

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KO
2020年10月5日

Excellent course.\n\nMy special thanks goes to Coursera and course supervisor

AM
2020年10月4日

KUDOS TO THE INSTRUCTOR FOR A COMPREHENSIVE GUIDED MODULE.

篩選依據:

1 - Detecting COVID-19 with Chest X-Ray using PyTorch 的 25 個評論(共 35 個)

創建者 TUSHAR S

2020年8月28日

It's a nice project, but I think more explanation about the concepts (ex- imagenet dataset, restnet18 model, etc.) must be provided to make the understanding more clearer.

創建者 Iryna D

2020年8月23日

Lecturer needs to let students know how to access dataset and code from in the beginning of the video lecture. It was hard to find code/ data download website

創建者 Robertsen P S

2020年8月3日

Overall, the material it's very challenging for me because I haven't used PyTorch before. In the beginning, I feel this course is very hard, but after I completed the course, I understand what the instructor wants. Nice.

創建者 Harshwardhan P

2020年8月30日

Please stop using Rhyme for these projects. It's an absolutely horrible experience.

創建者 PALASH C

2020年7月29日

could explain more about pytorch

創建者 Asad E

2021年1月13日

Worst course I have ever taken on Coursera by far....The instructor just writes his code line by line without explaining much about the concepts and the models he uses. If you have already some Pytorch experience, this course might add value to you but if you have some basic experience with Python (pandas, numpy, sklearn, matplotlib), this course will not take your ML skills to the next level.

創建者 Alique Z

2021年1月1日

This is great work from Amit. Every step is thoroughly explained. Although this is not at all a beginner level project, and one should only undertake it if they want to practice Convolutional Neural Networks specifically. Great project.

創建者 Kolawole E O

2020年10月6日

Excellent course.

My special thanks goes to Coursera and course supervisor

創建者 BRIAN P M

2020年10月5日

KUDOS TO THE INSTRUCTOR FOR A COMPREHENSIVE GUIDED MODULE.

創建者 PRANAV S G

2020年9月17日

The course is excellent but try to change the remote access of Rhyme, it is just a big disappointment in the whole course. I learned this course to enrich my knowledge in Python for the detection of disease using Deep learning and Machine Learning techniques.

創建者 Tanvir I k

2020年9月16日

Explanation is sometimes not clear enough. There was more room for clear explanation. But if you have patience you can complete it since it is a small project.

創建者 Ali A H

2021年1月20日

This is the worst course I take. It is expired before I complete the course. I couldn't download my work on the cloud space. I didn't know in advance that the course will expire within a specific time. Udmey is much better. They respect their students more.

創建者 Hrishika R

2020年9月6日

It was not challenging enough to hone the skills .

創建者 Suhaimi C

2021年1月16日

Great Guided Project. Loved this awesome course. I learned a lot in using python and pytorch to read, train and cross-validate/test the data until it meets the given criteria. Amit Yadav is a great instructor with good explanation of the codes. Highly recommend taking this project to further improve your learning and practice what you learned.

創建者 Akshat G

2020年9月8日

got a good idea of pytorch framework

創建者 Gujarati M

2020年7月26日

Great experience with pyTorch

創建者 navneet P

2020年9月16日

It's one of the best courses

創建者 Moritz K

2021年8月7日

N​ice and concise course

創建者 Farzona M

2020年7月31日

thanks you very much

創建者 KARTIK G

2020年8月15日

Great Course.

創建者 W.G I C W

2020年8月7日

Super program

創建者 chava v

2020年11月23日

good project

創建者 SHIZA M

2020年7月27日

Good Course

創建者 Jesus M Z F

2020年7月27日

Good course

創建者 PODUGU S C

2020年10月9日

excellent