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Johannes
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add folder structure for official HF course
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.gitignore

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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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!chapters/en/Unit 5 -

README.md

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1. One person from your team should create a fork of this repository
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2. Add your team members as collaborators to the fork
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3. Add a branch for your section
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4. Create Jupyter Notebooks for the chapters you want to contribute to
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4. Create `.mdx` files or Jupyter Notebooks for the chapters you want to contribute to
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5. Add the notebooks to the fork
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6. Work on the notebooks in your team and collaborate via standard git functionalities
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7. Make sure to update the requirements.txt file in the root of the repository
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$$Y = X * \textbf{dequantize}(W); \text{quantize}(W)$$
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```
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**Colab Option**
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You can add the option to open your `.mdx` file as a notebook in Colab by adding
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```
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[[open-in-colab]]
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```
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3. Add your chapter to `_toctree.yml`.
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chapters/_toctree.yml

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- title: 0. Getting Started
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sections:
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- local: chapter0/1
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title: Introduction
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This unit contains all the content that formerly was split into
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- 1.1 Fundamentals of Computer Vision
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- 1.2 Basic Concepts of Images and Imaging
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- 1.3 Visual Feature Extraction

chapters/en/Unit 10 - Synthetic Data Creation/README.md

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chapters/en/Unit 11 - Zero Shot Computer Vision/README.md

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chapters/en/Unit 12 - Ethics and Biases/README.md

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chapters/en/Unit 13 - Outlook/README.md

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This unit contains all the content that formerly was split into
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- 2.1.1 General Architecture Overview
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- 2.1.2 Common Pre-Trained Models
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- 2.1.3 Transfer Learning
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This unit contains all the content that formerly was split into
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- 2.2.1 Transformer Architecture and ViT
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- 2.2.2 Common Vision Transformers
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- 2.2.3 Transfer Learning
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This unit contains all the content that formerly was split into
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- 2.3.1 Connecting Text and Vision
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- 2.3.2 CLIP and Friends
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- 2.3.3 Transfer Learning

chapters/en/Unit 5 - Generative Models/README.md

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chapters/en/Unit 6 - Basic CV Tasks/README.md

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chapters/en/Unit 7 - Video and Video Processing/README.md

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chapters/en/Unit 8 - 3D Vision, Scene Rendering and Reconstruction/README.md

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chapters/en/Unit 9 - Model Optimization/README.md

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course/README.md

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This folder mainly exists for legacy reasons and will be removed before officially releasing the course. Please don't add any new files here.
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Your mdx files should go to the `chapters` and notebooks into the `notebooks` directory.

notebooks/Unit 1 - Fundamentals/README.md

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notebooks/Unit 10 - Model Optimization/README.md

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notebooks/Unit 11 - Synthetic Data Creation/README.md

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notebooks/Unit 12 - Ethics and Biases/README.md

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notebooks/Unit 13 - Outlook/README.md

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notebooks/Unit 2 - Convolutional Neural Networks/README.md

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notebooks/Unit 3 - Vision Transformers/README.md

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notebooks/Unit 4 - Mulit-Modal Models/README.md

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notebooks/Unit 5 - Generative Models/README.md

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notebooks/Unit 6 - Basic CV Tasks/README.md

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notebooks/Unit 7 - Video and Video Processing/README.md

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notebooks/Unit 8 - 3D Vision, Scene Rendering and Reconstruction/README.md

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notebooks/Unit 9 - Zero Shot Computer Vision/README.md

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