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Add slides information to repo (#57)
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jerpint authored Oct 14, 2022
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Welcome to the [bigearthnet](https://bigearth.net/) classification repo!
This project was built in the context of an [applied deep learning workshop in computer vision.](https://catalogue.ivado.umontreal.ca/Web/MyCatalog/ViewP?id=bfBsk1MpdKCuFXDwCrvZMw%3d%3d&pid=DwpGfXsYFQ5dNLAWEt9mWQ%3d%3d&mc_cid=c7c86767f2&mc_eid=3258909e75)
This repo showcases modern tools and libraries for applied deep learning.
Accompanying slides and explanations can be found [here](https://docs.google.com/presentation/d/1uIAV55ZLbQafmiDmHCMeWZPEdmzWzWIm8pTKE5Z2YUw/edit?usp=sharing).
Accompanying slides and explanations for this specific repo can be found [here](https://docs.google.com/presentation/d/1uIAV55ZLbQafmiDmHCMeWZPEdmzWzWIm8pTKE5Z2YUw/edit?usp=sharing).

## Features
Here are a few of the features baked-in to this repo:

* [Pytorch-Lightning](https://www.pytorchlightning.ai/): Implements all the training loops and boilerplate code
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The focus of this repository is centered around model training and evaluation. Deployment is not considered in this project.

## Additional workshop material

[The workshop](https://catalogue.ivado.umontreal.ca/Web/MyCatalog/ViewP?id=bfBsk1MpdKCuFXDwCrvZMw%3d%3d&pid=DwpGfXsYFQ5dNLAWEt9mWQ%3d%3d&mc_cid=c7c86767f2&mc_eid=3258909e75) consisted of 4 virtual sessions that were presented live. You can find the accompanying slides and materials here:

[Session 1](https://docs.google.com/presentation/d/1GmwXZNW3-s5mJpvVMx90bGgYtsxz7BIUIRnWUytdWyk/edit#slide=id.g142b7b5cdbf_0_26)

Session 2
- [Notebook (To complete)](https://colab.research.google.com/drive/1RCdPZVPGwKW7nANsKIQbgy2Jr4POnQSv)

- [Notebook (Solved)](https://colab.research.google.com/drive/1qXndrBxU3JhidUZTjEvHC134mLeHnHvA)

[Session 3](https://docs.google.com/presentation/d/17ipAUyfcVSqasAFdEkVd83MuhcV-slXW3jD6VG7BIiw/edit)

[Session 4](https://docs.google.com/presentation/d/1uIAV55ZLbQafmiDmHCMeWZPEdmzWzWIm8pTKE5Z2YUw/edit#slide=id.g165d21c38f9_1_744)

[Additional Material on Colab](https://colab.research.google.com/drive/1eUlqozWQhBtSCoZ1dxaWwjpS8Uit0-MH#scrollTo=XcVlakGG1v76)

# Getting Started

Here are the basic steps for getting setup on most mochines:
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