https://github.com/terasakisatoshi/flux-food-101

Classify Food 101 using Flux.jl
https://github.com/terasakisatoshi/flux-food-101

flux julia-language julialang

Last synced: 3 days ago
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Classify Food 101 using Flux.jl

• Host: GitHub
• URL: https://github.com/terasakisatoshi/flux-food-101
• Owner: terasakisatoshi
• License: mit
• Created: 2018-10-07T11:13:09.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2018-10-20T15:12:19.000Z (about 6 years ago)
• Last Synced: 2024-10-11T12:41:07.445Z (about 1 month ago)
• Topics: flux, julia-language, julialang
• Language: Julia
• Size: 30.3 KB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# flux-food-101

Classify Food 101 using Flux.jl

This repository contains how to use pretrained model, define own dataset iterator, ResNet-like layer and so on. 

Due to the critical issue that BatchNorm layer, Advanced layer e,g. MobileNetV2 defined on this slide does not work on GPU, we can't use them right now, but in the future I believe this documentation will helpful for someone who want to learn or use Flux. 

[See my SlideShare](https://www.slideshare.net/SatoshiTerasaki/deep-learning-with-julia10-and-flux)