Hello People! In today’s article, we are going to implement a handwritten digit recognition app using the MNIST dataset. We’ll train both a linear model and a neural network to classify handwritten digits from the classic MNIST data set. We’ll then compare the performance of the linear and neural network classification models. Read more…
Howdy! In today’s blog, I’ll be guiding you on how to create a WhatsApp Chat Analyzer. So, lets first talk about the utility of this project and how will we do that. The basic idea behind this project is to generate API which can store all our predictions in MongoDB. Read more…
Hey folks!! In this article I am going to explain about Image Captioning using Keras. For this I will be using tensorflow, keras and Open CV to generate captions associated with the image. Introduction What do you see in the below picture? Well some of you might say “A white Read more…
Hey guys ! In today’s blog, I’ll be explaining how to perform sentiment analysis of tweets using NLP. Sentiment analysis (a.k.a opinion mining) is the automated process of identifying and extracting the subjective information that underlies a text. This can be either an opinion, a judgment, or a feeling about a particular Read more…
Hello People!! In my previous blog, we learnt about detecting and counting persons and today we will learn how to use the YOLO Object Detector to detect vehicles in video streams using Deep Learning, OpenCV and Python. You can click here to read my previous blog. Import Necessary Libraries I’ll Read more…
Hey guys !! In today’s article I am going to explain how to count people using Deep Learning and OpenCV. For this, I’ll be using YOLOv3 object detector to detect objects in an image. By applying object detection we will be able to understand what is an image and where Read more…
Hello People! In this article, we’ll build and train a neural network to classify images of clothing, like sneakers and shirts. This implementaion uses tf.keras , a high-level API to build and train models in TensorFlow. Importing dependencies Importing the Fashion MNIST dataset I am going to use the Fashion MNIST dataset, Read more…
Hey folks!! In my previous blog, we have created a social distance monitoring tool using SSD object detection algorithm. You may access my previous article here. In this article, we will be looking at ways to improve the results by trying another SOTA model, i.e., YOLO v3. Setting up YOLO Read more…
Hey there! In today’s blog I am going to implement the face mask detector in real time video streaming. I hope you have gone through my last blog in which we have successfully created a deep learning model to determine whether a person is wearing a mask or not. If Read more…
Hi guys! In this article, I’m going to tell you how to create your own face mask detector model. I’ll be using a Face Mask dataset created by Prajna Bhandary. This dataset consists of 1,376 images belonging to two classes, with mask and without mask. The main focus of this Read more…