Chevron Left
返回到 Deep Learning with PyTorch : Image Segmentation

学生对 Coursera 提供的 Deep Learning with PyTorch : Image Segmentation 的评价和反馈

4.4
227 个评分

课程概述

In this 2-hour project-based course, you will be able to : - Understand the Segmentation Dataset and you will write a custom dataset class for Image-mask dataset. Additionally, you will apply segmentation augmentation to augment images as well as its masks. For image-mask augmentation you will use albumentation library. You will plot the image-Mask pair. - Load a pretrained state of the art convolutional neural network for segmentation problem(for e.g, Unet) using segmentation model pytorch library. - Create train function and evaluator function which will helpful to write training loop. Moreover, you will use training loop to train the model....

热门审阅

PK

May 5, 2023

Very nicely taught. Code must be made available in text file.

YY

Feb 20, 2022

Great instructor and very practical hands-on approach. I would prefer more explanation on other encoder and weight presets as that will be important for transferring the knowledge learned here!

筛选依据:

1 - Deep Learning with PyTorch : Image Segmentation 的 25 个评论(共 28 个)

创建者 Karthik K

Sep 14, 2022

The inference part of the code doesn't work. The instructor doesn't respond to queries in the discussion forum either. After spending the whole time, I realised that it didn't work. Disappointed. "AttributeError: module 'helper' has no attribute 'show_image' " (I tried installing the modules, but it is still not working).

创建者 Paul L

Jun 27, 2025

You spend 50% of the time just typing into Colab session what the instructor is typing in the videos. Not much to learn with this project beyond some parts of API of libraries like PyTorch and Albumentation. Then you spend 50% time debugging the code. There are a lot of bugs in the code.

创建者 Ibrahim K

Feb 14, 2024

Very simple introduction to Pytorch and Image segmentation.

创建者 Floriane S

Sep 25, 2024

Terrible course, you basically just do copy/paste and execute a notebook without much explanation or context. Very little explanation is given as to "why" we do certain things of choose specific parameters. The notebook also has several typos and bugs. Overall I actually did not have to think to pass the course, which render the whole thing a waste of my time. Would not recommend.

创建者 Shaikh J

Jun 25, 2023

Disgusting explanation, i spent so much time just to import dataset correctly into the colab but nothing happened, he skipped so many steps in between. Really dissatisfied with this methodology.

创建者 Ye Y

Feb 21, 2022

Great instructor and very practical hands-on approach. I would prefer more explanation on other encoder and weight presets as that will be important for transferring the knowledge learned here!

创建者 Md. E I

Sep 26, 2023

I am extremely grateful for the chance to work on this Course project as it will undoubtedly help me advance in my career. Thank you for entrusting me with this opportunity!

创建者 Luis T

Jun 25, 2023

This was a really great project! It helps me understand the necessary steps to create an image segmentation project.

创建者 Raul P

Apr 10, 2023

Very good teaching style and well explained project

创建者 Tonmoy S

Mar 9, 2025

This course was well guided

创建者 Libero P

Sep 7, 2025

Πολύ καλό μάθημα.

创建者 Manuel d J L M

Jul 11, 2023

Excellent course

创建者 Hari K R

Mar 7, 2023

It is very good

创建者 Mohamed C

Sep 20, 2023

thank

创建者 Maryam B

Jun 21, 2023

good

创建者 Shane M

Nov 21, 2021

Pretty good overall. Some work needed with this projects to make them easier to debug, such as making source code available with a diff tool so people can more easily pick out stupid types.

Because this is python, not cpp or java or similar, it can actually be pretty hard to catch a lot of typos, due to lack of compile time checks, scope control, and abundance of global variables.

创建者 Andreea C

Jul 21, 2023

There are some typos and some things that are not shown in the video but if you worked with python before you should be able to solve them easily. Overall a great exercise.

创建者 Punam K

May 5, 2023

Very nicely taught. Code must be made available in text file.

创建者 CHRISTOPHER W S R

Dec 30, 2022

hello

创建者 Hemraj R

Oct 1, 2023

good

创建者 Alejandro S M

May 31, 2023

the content was extremely useful and the trainer was engaging and clear on his explanations.

the database didn´t meet the requirements for a percentage of the images, which caused the code to get some errors; this made the learning challenging as it was my first interaction with PyTorch

创建者 Halil U

Apr 3, 2022

it is too much step by step follow. it does not explain the why about what is happening within the project.

being said that, it is good for just getting started.

创建者 Aarti

Dec 29, 2022

code was facing error

创建者 Abdelkader M

Jul 28, 2022

.

创建者 vaghani r d

Apr 2, 2022

good