Rupak Karki – Medium

Published in Towards Data Science

·Nov 29, 2020

Approaching a Machine Learning Problem

A BEGINNER FRIENDLY GUIDE — So, you’ve learned Python and many of the libraries like NumPy, Pandas, Matplotlib, Seaborn, scikit-learn and you’re ready to start building ML projects but you don’t have an idea about where to start and how to turn data into models. In that case, this article has you covered. …

Machine Learning

7 min read

Published in Towards Data Science

·Nov 2, 2020

Detecting Objects in Flutter

Using tflite and SSD-MobileNet — 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. …

Machine Learning

4 min read

Oct 17, 2020

Learning to Flutter

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

Flutter

7 min read

Published in The Startup

·Oct 10, 2020

Building a Deep Learning Flower Classifier

How I built a Web App that can classify from five different flowers based on the uploaded image. — Built using Streamlit and Python. 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…

Python

4 min read

Building a Deep Learning Flower Classifier