Meshkat-Shadik / NutritionApp-FoodRecognition

Fruit recognition backend. A part of https://github.com/Meshkat-Shadik/NutritionAppBackend for Nutrition APP.

Working API Endpoint

https://food-recognition-ssm.herokuapp.com/v1/

How to use this API endpoint

Warning

Update : 19 November, 2021

Currently the api is at VERSION-1

Some FAQ

• Purpose?

Well, I feel flutter is an art. Then again, I want to make an app for suggesting nutrition values, which can take a fruit/vegetables image and showing it's nutritions.

• What the hell is this section (NutritionApp-FoodRecoginition) doing?

It just detect a fruit/vegetable from realtime image captured by camera/gallery

• From where the nutrition will come?

Hehe, boi, A tricky api I've implemented from another API. Check that git's readme file https://github.com/Meshkat-Shadik/NutritionAppBackend

• Any source for how to train dataset?

I can share my kaggle notebook. Here is the link https://www.kaggle.com/shadikfaysal/fruit-and-vegetables-ssm/notebook

And also the dataset. https://www.kaggle.com/shadikfaysal/fruit-and-vegetables-ssm

Again

This is served on Heroku, it is too slow to perform. I think it can be use for a testing app, not for a production level app.

What's next then?

• Need to push this backend without heroku. Because, heroku server requires a lot of time 😏