Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei’s Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

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Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Big Data Digest Work

Students studying the Stanford CS231n open course, take note! The detailed explanations for Assignment 1 – 3 are now available!

Yesterday, Big Data Digest initiated a call for participants in the course by Andrew Ng and Li Fei-Fei, and the enthusiasm for the#SpringFestivalCheckIn# activity was exceptionally high! The Digest team has been incredibly busy inviting friends to join the group~ Here is the evidence:

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Our readers are also very lovely!

One of the main courses for this #SpringFestivalCheckIn# is “Stanford Li Fei-Fei – Deep Learning Computer Vision”, which includes three Assignments with a relatively high difficulty level. Big Data Digest has invited a group of volunteers to compile complete notes for the assignments to help everyone better understand the course content. Thanks again to our lovely and responsible volunteers!

As the year-end approaches, to ensure everyone has a fulfilling holiday, our volunteers and editorial team have worked overtime to complete the detailed explanations for Assignment 3’s Questions 1 – 5, which are summarized below:

Q1: Introduced training a Recurrent Neural Network to generate image captions.

Q2: Introduced a Recurrent Neural Network based on Long-Short Term Memory (LSTM) to complete the task from Q1.

Q3: Introduced exploring image gradients for generating new images.

Q4: Introduced techniques for image style transfer.

Q5: Introduced how to build a model to generate new images similar to those in the training set.

Some highlights from Assignment 3 are as follows:

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Finally, let’s thank the volunteers who participated in this assignment writing. Your selfless contributions allow more readers to enjoy this achievement.

Of course, if you haven’t participated in the #SpringFestivalCheckIn# yet,

you are welcome to join!

How to participate:

Scan to addai_learneras a friend

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

  • Note “Andrew Ng Check-In” to participate in the “Deep Learning Specialization” course check-in;

  • Note “Li Fei-Fei Check-In” to participate in the “CS231n: Convolutional Neural Networks for Visual Recognition” course check-in;

  • Join the group to receive the learning materials carefully prepared by the Digest!

  • If you wish to organize, supervise, and motivate your group members to learn together and receive a group operation volunteer salary (320 yuan), please mention this in your application!

Link to obtain the notes for the three assignments:

Big Data Digest NetEase Cloud Classroom Column:

https://study.163.com/provider/10146755/index.htm

Big Data Digest CSDN Column:

http://blog.csdn.net/BigDataDigest

Big Data Digest GitHub Column:

https://github.com/theBigDataDigest/Stanford-CS231n-assignments-in-Chinese

All Authors:

Bi Hai Ting Tao, Guan Zi Zai Jiang Mo, Fanli, SlyneD, Tu Dou, MoreZheng, Zhang Lijun Molly, Han Xiaoyang

Participants in Assignment 3:

Writers: Zhang Lijun, SlyneD

Proofreader: Molly

Chief Proofreader and Reviewer: Han Xiaoyang

【Today’s Machine Learning Concept】

Have a Great Definition

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Third Batch of Volunteers

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!Li Fei-Fei's Landmark Computer Vision Work: Stanford CS231n Assignment Detailed Explanation Part 3!

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