The official ACM AI Intro to Computer Vision Workshop Series repository.
1. File Directory Structure
intro-cv-series
| -- workshop-1
| -- [Workshop 1 Resources]
| -- ...
| -- CV_Main_Header_Dark.png
| -- CV_Main_Header_Light.png
| -- ...
| -- README.md
2. Getting Started
2.1 AI School 1 - Intro to Computer Vision, Python, and Data Preprocessing
We'll kick things off with a brief introduction to AI and Python before diving into the fascinating world of computer vision. You will also hands-on experience working on a data preprocessing project!
2.2 AI School 2 - Deep Learning Foundations and Neural Network with PyTorch
We’ll dive into some of the essential AI concepts—gradient descent and backpropagation—alongside a quick intro to PyTorch. And to top it off, you'll get hands-on experience with an image classification project!
2.3 AI School 3 - CNN and Neural Style Transfer
We’ll learn about deep learning — convolutional layers & receptive field — alongside transfer learning. And to top it off, you’ll get hands-on experience with an neural style transfer project!
2.4 AI School 4 - Real-time Computer Vision
We'll be diving into real-time AI application deployment! This is your chance to see computer vision models in action and get hands-on experience with deployment, and share your work with others!
3. AI Events Team Info
- Kevin Chan
- Anya Chernova
- Rebecca Chen
- Aniruddha Dasu