A BEGINNER FRIENDLY GUIDE

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  • Loading and Exploring the data
  • Data cleaning and Preprocessing
  • Exploratory Data Analysis (EDA)
  • Model Building

What and How?

We will be building a model…


Hands-on Tutorials, A comprehensive guide to

Using tflite and SSD-MobileNet

Photo by Weston MacKinnon on Unsplash | Just some objects :D

Introduction

In this guide, we will be developing an application in Flutter using the tflite package and a pre-trained SSD-MobileNet model, capable of detecting objects in images and real-time camera stream. This application is capable of detecting objects offline. We will also be able to take pictures from within the app and feed it to the model for detection.


Flutter your way to beautiful cross-platform apps

How I built a Covid-19 Dashboard Application in less than a week of starting Flutter

Photo by Miikka Luotio on Unsplash | Dart

Introduction

In this article, I am going to share my experience learning and building a simple application in Flutter. What I made is a dashboard application for the Covid-19 statistics of all the countries. I started learning Flutter in a Sunday morning, and by Saturday evening, I was building the release apk on my machine.

What Flutter really is

Flutter is Google’s UI toolkit for building beautiful, natively compiled applications for mobile, web


How I built a Web App that can classify from five different flowers based on the uploaded image.

Photo by Colter Olmstead on Unsplash

Introduction

After spending some time looking at Deep Learning with TensorFlow and training some models on my own, I decided to make the model meaningful. Making a model and training it is one thing, but deploying it and creating something that even people with no experience can work with is another.

Rupak Karki

A regular software developer.

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