Adding notebooks to resolve issues #254 and #259

[ShreyasJoshi7]

Description

I have added a notebook which demonstrates the training for an image classifier using DeiT. The pipeline downloads data from roboflow, specifically the Tumor-Classification-1 dataset for training, validation and testing. This PR also contains a trainging notebook for DCGAN.
DeiT --> train-DeiT-image-classifier-on-custom-data.ipynb
DCGAN --> train-dcgan-on-custom-data.ipynb

dependencies: Roboflow (for dataset download)

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• [ x] New feature (non-breaking change which adds functionality)
• [ x] This change requires a documentation update

How has this change been tested, please provide a testcase or example of how you tested the change?

I have tested this code on the test dataset that i downloaded from Roboflow.

Any specific deployment considerations

Nope. just follow the instructions and explainations in the notebooks and you should be good to go!

Docs

• [ X] Docs updated? What were the changes: I have updated the models tables in the readme file.

[CLAassistant]

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2 out of 3 committers have signed the CLA.

✅ SkalskiP
✅ ShreyasJoshi7
❌ Shreyas Joshi

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[SkalskiP]

Hi, @ShreyasJoshi7 👋🏻 Big thanks for your interest in the notebooks repository and the time you've dedicated to this PR. Is this PR related to any currently open issues?

[ShreyasJoshi7]

hi @SkalskiP, No this PR is not related to any other issues. Only related to #254 and #259