Light

mrdbourke / food-not-food Goto Github PK

View Code? Open in Web Editor NEW

55.0 55.0 11.0 49.49 MB

Machine Learning powered app to decide whether a photo is food or not.

Home Page: https://www.foodnotfood.app

License: MIT License

Jupyter Notebook 97.84% HTML 0.18% JavaScript 0.20% CSS 0.01% Python 1.78%

food-not-food's Introduction

I write and make videos about machine learning, health and life.

My writing is like the voice in your head found a typewriter.

My videos are like a spartan warrior leanred to code.

I'm currently working on Nutrify an app where you can take a photo of food and learn about it.

I teach machine learning and deep learning on Zero to Mastery.

I've authored three books:

Charlie Walks - a sci-fi/romance/philosophical novel about a machine learning engineer who wants to be a writer.
learntensorflow.io - a 50,000+ word online (and free) book that teaches you TensorFlow and Deep Learning in a beginner-friendly, code-first way.
learnpytorch.io - the internet's most beginner-friendly way to learn PyTorch for deep learning.

And many people have found my posts on machine learning helpful:

Find me elsewhere online:

Web (here you can see what I'm up to now)
YouTube
Twitch
Twitter

food-not-food's People

Contributors

Stargazers

Watchers

Forkers

diegoncio venkatesh-pro ahsantausif pixelknit naufal-abdillah realnihal jesusds603 armbiant riskodwis rajnisaini1911 faiezenez

food-not-food's Issues

Function to find the word related to food

This is a helper function to find the word is food related or not :

def hot_or_not(word) :
  syns = wn.synsets(word, pos = wn.NOUN)
  f=0
  f_x = 0
  forbidden = ['artifact', 'object', 'animal', 'person']
  for syn in syns:
    print(syn, syn.lexname())
    for f in forbidden :
      if f in syn.lexname():
        f_x=1
        break
    if f_x == 1 :
      break
    if 'food' not in syn.lexname():
      f=1
    if 'food' in syn.lexname():
      f = 0
      break
  if f == 1 or f_x == 1:
    print('NOT')
  else :
    print('HOT')

If I use the word apple for the this I get the following output:

Synset('apple.n.01') noun.food
HOT

If I use iceberg even though it has food in it it will give this output:

Synset('iceberg.n.01') noun.object
NOT

error : Uncaught (in promise) RuntimeError: abort(undefined). Build with -s ASSERTIONS=1 for more info

Uncaught (in promise) RuntimeError: abort(undefined). Build with -s ASSERTIONS=1 for more info

I go this error, after converting the tensorflow model into tflite model , only with transfer learning i got this error

Here is the ultimate test

This is not an issue. Sorry, there is no discussion page.

But here is the ultimate test for food-not-food.

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.