Powered by TensorFlow: Air Cognizer predicts air quality with machine learning

Machine Learning is helping to solve challenging, real-world problems around the world. Poor air quality is a major obstacle that many face. See how Air Cognizer is using Machine Learning, powered by TensorFlow Lite, to help predict air quality using user images and eliminating the need for expensive, portable air quality meters.

[MB-hzwm]

I’m currently learning TensorFlow and appreciate you posting a real world application example for bigger picture comprehension for those new to the platform!

[chaitanyamogal]

Indian needs engineering's like you the best for your future 😀

[RandomGuy-hijm]

The project is basic but the way u put thay was amazing, well done guys.

[mgtgaming]

Amazing discovery...all u need is to think and blieve in urself. Nothing is impossible

[josephjose]

Please read the blog in the link before asking questions in the comment section. They have done some really amazing work.

[aruneshwarv]

I like this channel a lot, , just got started with tensorflow, , it's amazing, , ,

[viniciussantana]

This is a Very Clever use of ML. CONGRATs from Brazil!

[samshaikh]

Does it give current AQI values or predict ?

[Theniraj]

Not sure if an image of an sky is really a good way of predicting AQI.
Instead they should just give binary classification of safe & not safe..
This will be like quantizing the index range into 2 bins and will be less prone to errors

[raghavbali]

Bahot hi umda!! Kudos Prerna & Tanmay.

[Pooja_gujral]

Amazing innovation by this duo💯 tried and tested their app and it works well. Kudos to brilliant minds!

[prashantsharmastunning]

simplistic yet effective thats the best solution.

[indrajitmukherjee]

How to remove noise from the images? And what's the accuracy leavel of the actual payload?

[architjain]

What accuracy you get? N is dataset open source?

[samarthsaxena]

This app is really helpful...thanks to these amazing people😊

[ritiksahu]

People are doing so many great things .
Me still figuring out how to import tensorflow #error_error_error 😩😩😭😭😭

[parulg]

Remember to classify fog and pollution!!

[ParthPatel-fwzt]

Nice to hear that someone tried to predict the AQI index.

[vaibhavkulkarni]

What are the parameters for meteorological model ? The app must be using an api (to get these parameters based on geo locations)which gives them this data to process on. Well that would be my approach on it

Any suggestions about it ?

[amanrastogi]

Your attempt is very good but i would love to know that how an image can measure the levels of Carbon Monoxide, Sulphur dioxide, Nitrogen dioxide etc. which are the sole contributors while measuring AQI. Thank you.