Image Classification Android App with TensorFlow Lite for Beginner | Kotlin | TensorFlow Lite

Image Classification Android App with TensorFlow Lite for Beginner | Kotlin | TensorFlow Lite

Today, Machine Learning (ML) is all over the place. The ML reduces human works, suppose I'm trying to identify birds, as a human what we generally do we search for every bird that is present in this world and identify the particular one. But Machine Learning reduces that, in ML we will simply create one model which involves every bird. Then when I tried to search for any birds, that model will simply tell me which bird it is.

In this tutorial, we’ll look at how to use TensorFlow Lite to integrate machine learning into an Android app by creating a basic app.

𝐖𝐚𝐧𝐭 𝐭𝐨 𝐤𝐧𝐨𝐰 𝐦𝐨𝐫𝐞 :

𝐎𝐭𝐡𝐞𝐫 𝐰𝐨𝐫𝐤𝐬:
News App using Kotlin, MVVM architecture, Navigation Component, Room, Retrofit, and Coroutines

Bottom Navigation bar using fragments in Kotlin

Calculator app using Kotlin.

BMI calculator in Kotlin

Text Extractor using MVVM architecture

𝐏𝐚𝐢𝐝 𝐀𝐧𝐝𝐫𝐨𝐢𝐝 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:
Android Online Voting App

PlantCare- Plant Disease Detection android app using ML

News App with Admin App using Firebase

𝐃𝐌 𝐟𝐨𝐫 𝐚𝐧𝐲 𝐩𝐚𝐢𝐝 𝐰𝐨𝐫𝐤: [phone] (WhatsApp only)

#android #androidmachinelearning #machinelearning #tflite #tensorflow #tensorflowlite #imageclassification #classification #androidapp

[rivaldestroyer]

Thank for this valuable content ...it's just amazing ❤

[alanood]

I have question about YAMNet TensorFlow lite model (Android app). I want to use it with an audio clip as input, Not a live recording. Can you help in that. Thank you for your help

[mohsinrasheed]

Thank You Sir. But how we can get source code because given link doesn't work

[mophatmwangi]

Where did you get the placeholder did you download it or ?

[fatehajannatayrin]

@Golap Barman Can you share the placeholder please?

[ikelloydyana]

Does tensorflow detects such as nudity, weaponry or any offensive images?

[vidyapeddinti]

hey, what is the place holder file in this video? what does it refer to?

[nimo]

Thankyou sir, but how to display the confidence percentage?

[healersage]

Is it possible to havev 2 tflite models in one app? can you make one tutorial vid pls if that's possible

[KasanggaVlogs]

Awesome tutorial Sir! Can I ask if you encounter the TensorBuffer.createFixedSize version of creating input for reference. I encounter a problem on my model, It says that model.process Type mismatch. Required: TensorBuffer Found:TensorImage. Thank you so much and have a great day!

[muhammadarsalan]

if i give other image than this birds or give dog can they say wrong or not

[realmoecinco]

how to convert the model into .tflite? if i'll use my own model with .h5 format

[ayseyalcinkaya]

hello, when we try to run your code we get this ERROR " The method 'int[] was expected to be of type virtual but instead was found to be of type interface (declaration of appears in what is your kotlin and android version or what is this problem do you have any idea?

[azullyaidris]

hiiii thankyou for the video but, do you have it in java?

[dani]

Doesn't work, it's using your package which is not updated, don't waste your time. Guy didn't post any github link and it doesn't work.