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https://github.com/mediaic/crash_course_for_new_members
Deep Learning & VLSI Crash Course for New Members
https://github.com/mediaic/crash_course_for_new_members
deep-learning opencv python pytorch systemverilog verilog vlsi
Last synced: 3 months ago
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Deep Learning & VLSI Crash Course for New Members
- Host: GitHub
- URL: https://github.com/mediaic/crash_course_for_new_members
- Owner: mediaic
- Created: 2018-07-02T15:00:13.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-08-12T05:08:56.000Z (6 months ago)
- Last Synced: 2024-08-13T04:26:51.967Z (6 months ago)
- Topics: deep-learning, opencv, python, pytorch, systemverilog, verilog, vlsi
- Homepage:
- Size: 70.3 KB
- Stars: 32
- Watchers: 4
- Forks: 9
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 2024 新生訓練課程 (2024 Crash Courses for New Members)
實驗室名單:
[簡韶逸老師實驗室](http://media.ee.ntu.edu.tw/)
## 歷年課程
+ **2018** : [DL crash course](./2018/2018_DL_Crash_Course.md), [VLSI crash course](./2018/2018_VLSI_Crash_Course.md)
+ **2019** : [Crash_course](./2019/README.md)
+ **2020** : [Crash_course](./2020/README.md)
+ **2021** : [Crash_course](./2021/README.md)
+ **2022** : [Crash_course](./2022/README.md)
+ **2023** : [Crash_course](./2023/README.md)
## 08/12 (一) @ 博理212
|Topic|Time|Lecturer|Link|
|---|:---:|:---:|:---:|
|Opening|09:30-10:20|老師| |
|Lab Introduction|10:30-11:00|潘世軒|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_intro_lab.pptx)|
|Paper Survey Skills|11:10-12:00|喻柏憲|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_paper_survey_skills.pptx)|
|Presentation Skills|13:10-14:00|喻柏憲|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_how_to_present.pptx)|
|Soc Introduction|14:10-15:00|喻柏憲|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_soc_introduction.pptx)|
|Python Tutorial|15:10-17:00|喻柏憲|[GitHub](https://github.com/mediaic/CV_Course_Tutorial/blob/master/python_tutorial.ipynb), [GitHub](https://github.com/mediaic/CV_Course_Tutorial/blob/master/numpy_tutorial.ipynb), [GitHub](https://github.com/mediaic/CV_Course_Tutorial/blob/master/OpenCV/hello_opencv.ipynb)
|Design and Model Large VLSI System|19:10-???|林裕盛|[PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_lab421.pdf)|
## 08/13 (二) @ 博理216
|Topic|Time|Lecturer|Link|
|---|:---:|:---:|:---:|
|Verilog Review and Advance|10:10-11:00|于富昇|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_verilog_review_advance.pptx)|
|Simulation & Verification|11:10-12:00|黃立洋|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_rtl_verification.pptx)|
|Hardware Synthesize|13:30-14:00|杜冠廷|[PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_logic_synthesis.pdf), [PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_designware_ip.pdf) |
|Practice (RTL)|14:00-17:00|杜冠廷|[GitHub](https://github.com/mediaic/VLSI_Lab1)|
|Low Power Design|17:10-18:00|李可瀚|[PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_low_power_fundamentals_to_soc_low_power_design.pdf)|
## 08/14 (三) @ 博理216
|Topic|Time|Lecturer|Link|
|---|:---:|:---:|:---:|
|Computer Vision: Filter & Feature|10:10-11:00|林彥妤|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_cv_filter_feature.pptx)|
|Computer Vision: Geometry 101|11:10-12:00|楊翔誠|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_geometry_101.pptx), [PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_geometry_101.pdf) |
|Practice (OpenCV)|13:10-16:00|周奕節|[GitHub](https://github.com/mediaic/Python_OpenCV_Lab), [PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_python_opencv_lab.pptx)|
|High Level Synthesis|16:10-18:00|江宇倫|[PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_hls_introduction_and_lab.pdf), [PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_hls101_v3.pdf) |
|Practice (HLS)|18:10-???|江宇倫|[PDF](http://media.ee.ntu.edu.tw/crash_course/2024/2024_online_fpga_manual.pdf), [GitHub_1](https://github.com/bol-edu/course-lab_1.git), [GitHub_2](https://github.com/mediaic/boledu-hls-course-lab_2.git), [GitHub_3](https://github.com/mediaic/boledu-hls-course-lab_3.git)|
## 08/15 (四) @ 博理216
|Topic|Time|Lecturer|Link|
|---|:---:|:---:|:---:|
|Intro to Deep Learning|10:10-11:00|王瑭毅|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_intro_dl.pptx)|
|Training Neural Networks|11:10-12:00|張祐綸|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_dl.pptx)|
|DLCV applications|13:10-14:00|黃子青|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_dlcv_application.pptx)|
|Pytorch tutorial|14:10-15:00|林孟平|[PPT](http://media.ee.ntu.edu.tw/crash_course/2024/2024_pytorch_tutorial.pptx)|
|Practice (DL for CV)|15:10-???|林孟平|[GitHub](https://github.com/mediaic/DL_Practice)|