PinnedRamesh Paudel, Ph.D.inTowards Data ScienceBuild a Simple Neural Network using NumpyIn this article, we will discuss how to make a simple neural network using numpy.·6 min read·May 15, 2020--3--3
Ramesh Paudel, Ph.D.inTowards Data ScienceBuild a Simple Neural Network Using PyTorchQuick and easy steps to build your first AI model using PyTorch·3 min read·Apr 6, 2022----
Ramesh Paudel, Ph.D.Flip LoveA couple of weeks back the vibration in my cell phone woke me up at 5:30 am. I reached for the cell without opening my eyes. ‘Hello, are…·4 min read·Mar 30, 2022----
Ramesh Paudel, Ph.D.inTowards Data ScienceLeNet for Image Classification using GluonCVUsing the different components of gluoncv such as autograd, trainer, dataset, and dataloader to train a LeNet Network·8 min read·Jun 17, 2020----
Ramesh Paudel, Ph.D.inTowards Data ScienceImage Classification using GluonCVImplement a tennis ball detector using a pre-trained image classification network from GluonCV·4 min read·May 25, 2020----
Ramesh Paudel, Ph.D.inTowards Data ScienceBuilding a Neural Network with a Single Hidden Layer using NumpyImplement a 2-class classification neural network with a single hidden layer using Numpy·6 min read·May 18, 2020--2--2
Ramesh Paudel, Ph.D.inTowards Data ScienceObject Detection using GluonCVIn this article, we will walk through to show how to use a pre-trained model for object detection using GluonCV.·6 min read·May 15, 2020--1--1
Ramesh Paudel, Ph.D.Handwrittern Digits Classification using CNNClassify Handwrittern Digits. 1. Introduction 2. Data preparation — Load data — Data Preprocessing 3. AI Model — Define the model —…·12 min read·May 11, 2020----