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muellerzr/
fastai-pets-resnet-34

Name: fastai-pets-resnet-34
Availability: InStock

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The fastai models - PETS

This model is based on Lesson 1 of fastai and of Walk with fastai

This model was created with the Oxford Pets dataset in the fastai framework

The model was trained as a binary classifier, for cats or dogs

First, ensure that huggingface_hub is installed:

pip(3) install huggingface_hub

Next, download this model repo:

python

from huggingface_hub import snapshot_download
snapshot_download(repo_id="muellerzr/fastai-pets-resnet-34")

Then install the correct fastai version:

bash

cd fastai-pets-resnet34
pip(3) install -r requirements.txt

NOTE: This is extremely important, as fastai versions are aggressively pinned based on training environment

And finally load in the fastai Learner and predict

python

from fastai.learner import load_learner
learn = load_learner('model.pth')
pred = learn.predict('myImage.jpg')

Versions of model used were taken with dependency_checker