| Both sides previous revision
Previous revision
|
|
teaching:ws2024:i2dl [2025/04/13 21:24]
Shenhan Qian |
teaching:ws2024:i2dl [2025/04/29 11:56] (current)
Shenhan Qian |
| |
| ===== Tutorials and Exercises ===== | ===== Tutorials and Exercises ===== |
| | |
| | ^Date ^Slides ^Video ^Exercise ^ |
| | | 17.10 | {{:teaching:ws2024:i2dl:t1.organization.pdf | Tutorial 01: Organization }} | [[https://youtu.be/2jz_jf4QSXg|Tutorial 01]] | {{:teaching:ws2024:i2dl:exercise_01.zip | Exercise 01}} | |
| | | 24.10 | {{:teaching:ws2024:i2dl:Tutorial02_math-recap.pdf | Tutorial 02: Math Recap }} | [[https://www.youtube.com/watch?v=F6SUbDWyI6I| Tutorial 02 ]]| {{:teaching:ws2024:i2dl:Exercise02.pdf | Exercise 02}} | |
| | | 31.10 | {{:teaching:ws2024:i2dl:Tutorial03_data.pdf | Tutorial 03: Data }} |[[https://youtu.be/tanLcLepOt8?si=NKqJfW4-H3GIwSLC| Tutorial 03 ]] | {{:teaching:ws2024:i2dl:exercise_03.zip | Exercise 03}} | |
| | | 07.11 | {{:teaching:ws2024:i2dl:tutorial_04_simple-classifier.pdf | Tutorial 04: Simple Classifier }} |[[https://www.youtube.com/watch?v=jQtfm-a36Rg| Tutorial 04 ]] | {{:teaching:ws2024:i2dl:exercise_04.zip | Exercise 04}} | |
| | | 14.11 | {{:teaching:ws2024:i2dl:tutorial05_neural-networks.pdf | Tutorial 05: Neural Networks }} |[[https://www.youtube.com/watch?v=6kXDaoEC9YY| Tutorial 05 ]] | {{:teaching:ws2024:i2dl:exercise_05.zip | Exercise 05}} | |
| | | 21.11 | {{:teaching:ws2024:i2dl:tutorial06_hyperparameter-tuning.pdf | Tutorial 06: Hyperparameter Tuning }} |[[ https://youtu.be/XQ5fcZlT_mI?si=BMcybhhWBz3zPmmF | Tutorial 06 ]] | {{:teaching:ws2024:i2dl:exercise_06.zip | Exercise 06}} | |
| | | 28.11 | {{:teaching:ws2024:i2dl:tutorial07_pytorch.pdf | Tutorial 07: PyTorch }} |[[ https://youtu.be/BSfnQWt9WVY?feature=shared | Tutorial 07 ]] | {{:teaching:ws2024:i2dl:exercise_07.zip | Exercise 07}} | |
| | | 05.12 | {{:teaching:ws2024:i2dl:tutorial08_autoencoder.pdf | Tutorial 08: Autoencoder}} |[[ https://www.youtube.com/watch?v=lTMWFI_eL9Y| Tutorial 08 ]] | {{:teaching:ws2024:i2dl:exercise_08.zip | Exercise 08}} | |
| | | 12.12 | {{:teaching:ws2024:i2dl:tutorial09_convolutional-neural-networks.pdf | Tutorial 09: Convolutional Neural Nnetworks}} |[[ https://youtu.be/FNgjD0TQ6AY?si=XfUYnmW0GIj-dh7k| Tutorial 09 ]] | {{:teaching:ws2024:i2dl:exercise_09.zip | Exercise 09}} | |
| | | 09.01 | {{:teaching:ws2024:i2dl:tutorial10_semantic-segmentation.pdf | Tutorial 10: Semantic Segmentation}} |[[ https://www.youtube.com/watch?v=LlYjAhI3Dq4| Tutorial 10 ]] | {{:teaching:ws2024:i2dl:exercise_10.zip | Exercise 10}} | |
| | | 16.01 | {{:teaching:ws2024:i2dl:tutorial11_nlp-transformers.pdf | Tutorial 11: NLP}} |[[ https://youtu.be/yWIEfwtaoRg?si=hOr9h1TscuAzhGPM| Tutorial 11 ]] | {{:teaching:ws2024:i2dl:exercise_11.zip | Exercise 11}} | |
| | | 23.01 | Included in Tutorial 11 | | {{:teaching:ws2024:i2dl:exercise_12.zip | Exercise 12}} | |
| | |
| | Solutions protected for future semesters: |
| [[https://cvg.cit.tum.de/teaching/ws2024/i2dl/tutorial-and-exercises|Link]] | [[https://cvg.cit.tum.de/teaching/ws2024/i2dl/tutorial-and-exercises|Link]] |
| |
Login
