https://github.com/whatrocks/clabby-classifier

☘️ Deploys a trained PyTorch image classification model with Flask to a FloydHub model API
https://github.com/whatrocks/clabby-classifier

cnn deep-learning fastai floyd-cli floydhub image-classification neural-network pytorch

Last synced: about 1 month ago
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☘️ Deploys a trained PyTorch image classification model with Flask to a FloydHub model API

• Host: GitHub
• URL: https://github.com/whatrocks/clabby-classifier
• Owner: whatrocks
• License: mit
• Created: 2018-11-21T14:14:56.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-22T12:41:12.000Z (over 6 years ago)
• Last Synced: 2025-03-29T11:01:51.172Z (about 2 months ago)
• Topics: cnn, deep-learning, fastai, floyd-cli, floydhub, image-classification, neural-network, pytorch
• Language: HTML
• Homepage: https://blog.floydhub.com/build-image-classification-app-with-fastai/
• Size: 75.5 MB
• Stars: 9
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# clabby-classifier ☘️

Deploys a trained PyTorch image classification model with Flask and FloydHub.

![app](https://i.imgur.com/669hxNR.png)

## Deployment Steps

```bash

git clone https://github.com/whatrocks/clabby-classifier/

cd clabby-classifier

pip install -U floyd-cli

floyd login

floyd init clabby-classifier

floyd run --mode serve

```