metadata

title: Fastai2
emoji: 🦀
colorFrom: indigo
colorTo: green
sdk: gradio
sdk_version: 3.1.4
app_file: app.py
pinned: false
license: apache-2.0

Train and download the model

Before generating and downloading the model, make sure to launch git lfs install.

The notebook that generated the model pickle file model.pkl is here.

Setup a fully working Fastai environment on Mac

Install Mamba which is a faster Conda. And both are preferred to pip because pip doesn't install GPU dependencies.

Then, run the following commands:

mamba init
mamba install -c fastchan fastai
mamba install -c fastai nbdev
mamba install jupyter
pip install gradio

Finally, launch Jupyter with jupyter notebook.

The app is deployed here.