Baidu Deep Learning
I am currently studying for two, studying the contents of deep learning for ten months. During the epidemic, I am promoting the subject at home and preparing for a summer internship interview. I also have the need to regain the basic knowledge and check for vacancies. I saw that this course is recommended in the public account. I couldn't help but feel excited. Before registering, I also worried about the low quality of the course and wasting time, but when I think of Baidu ’s big platform, it must be much more reliable than the educational institutions that exaggerate the publicity in the public account. I also saw that the course ’s mentor team and the Chinese Academy of Sciences ’boss Just got involved. For a week, I listened to the live broadcast class on station B at night. I can listen to the playback on the AI studio platform if I do n’t understand it. I used the free Tesla V100 during the day to do practice, run the code, and a set of processes. Can't help but say: really fragrant ~
Let's review a few days of courses: The
first day of the course is the visualization of the new crown epidemic situation. It teaches everyone how to crawl data on the website, and uses pyecharts to achieve visualization, draw various types of charts, view api and learn to configure different components. , You can achieve the effect you want.
The second day was to use a feed-forward neural network to realize gesture recognition. In this practice, I was afraid of this package, and I do n’t have the ability to write a network. I want to change the convolution network. It depends on others. It really reminds me to More practice.
The third and fourth days help you review the classic convolutional neural networks LeNet and VggNet, respectively, to achieve license plate recognition and mask recognition.
The competition was released on the fifth day. It was a crowd density detection, training a target detection model, and counting the number of people. I did n’t have time to do it. I used the official baseline to calculate the density map, but it was also adjusted. 0.5.
On the sixth day, I talked about the knowledge of model compression, distillation, tailoring, NAS, etc. These will be used in the topic in the future, and I will consider using the tool PaddleSlim.
Finally:
Baidu has built a learning discussion group for everyone. The responsible class teacher and teaching assistant are really nice. They are very patient to answer your questions and urge everyone ’s progress. The atmosphere of the course group is also hot. Do n’t look at it as an introductory course. There are also a lot of guys. Every day's homework is completed as soon as it is released, so you are afraid. In short, whether you are Mengxin Xiaobai, or someone like me who thinks it is a little basic, or a classmate with a higher level, I enroll in the Baidu flying paddle series courses. I believe it is worthwhile. I will participate in new courses.
