Artificial Intelligence Arts
Artificial Intelligence Arts, Spring 2020
- Department: Interactive Media Arts, NYU Shanghai
- Course Website: https://wp.nyu.edu/shanghai-ima-aiarts/
- Instructor: Aven Le Zhou
- Class Schedule: 2:45 - 5:45 PM, Mondays
Previous version: Fall 2019
- Artificial Intelligence Arts, Fall 2019.
- Course Website (achieve): https://wp.nyu.edu/shanghai-ima-aiarts/f19/
- Department: Interactive Media Arts, NYU Shanghai
- Instructor: Aven Le Zhou
- Class Schedule: 6:00 - 9:00 PM, Mondays
Major (technical setup) updates in Spring 2020:
I. Programming Language: Mix runwayML + processing and Keras + plaidML, while F19 was using ml5js + tensorflow.keras:
- use runwayML (through the 14 weeks learning)
- use Processing(Java) to communicate with runwayML (for productive purpose)
- use Processing(Java) to code simple neural networks (week 03, 04)
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- to practice Processing programming
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- to open the black box of neural networks
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- use Keras, and plaidML backend to use AMD GPU support on macOSX (week 04 - week 08)
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- to open the black box of neural networks
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- to learn the workflow of setup a ML project
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- to learn Keras (not required learning objective)
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II. Training: experiment with RunwayML and Colab to train while F19 was using Intel DevCloud:
- use [Jupyter notebook(https://jupyter.org/)] as IDE
- consider Colab for training (TBA)