tleyden/easy-fine-tune

Jupyter notebook examples of fine-tuning Imagenet models with Keras and Tensorflow

Table of Contents

• Quick start
  • Clone repo
  • Create venv + pip install
  • Run jupyter notebook
  • Open Notebook
• Notebooks
• References

Easily build fine-tuned Imagenet models with Keras and Tensorflow

Quick start

Verified on Ubuntu Bionic

Clone repo

$ git clone git@github.com:tleyden/easy-fine-tune.git
$ cd easy-fine-tune

Create venv + pip install

$ python3 -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

Run jupyter notebook

$ jupyter notebook

Open Notebook

http://localhost:8888/notebooks/dogs_vs_cats.ipynb

(you will need to provide the token, see the jupyter CLI output)

Notebooks

• Dogs vs Cats

References

• Building powerful image classification models using very little data