Classification

Insect Classification

Photo by FM ILLUSTRATION on Dribbble Let’s build a classifier for classifying Insects e.g. Butterfly, Dragonfly, Mosquito, Grasshopper, and Ladybug using Keras Tensorflow Module. Here are the steps we will follow: Data Import Visualizing Images Building Image Generators Model Architecture Prediction About Dataset: The dataset contains images of insects from different websites and there are 5 …

Insect Classification Read More »

Shape Images Classification Using NN

Photo by Margarita Ivanchikova on Dribbble 100 triangles, 100 squares, and 100 circles in processing. each png image is 28×28 px, the images are in 3 folders labeled squares, circles, and triangles pretty straightforward We have to find the shape that falls in its category by training the model using Neural Networks. Importing Libraries Unzipping the data …

Shape Images Classification Using NN Read More »

Heart Disease Prediction using Neural Networks

Photo by Diana Pasternak on Dribbble Heart disease refers to any condition affecting the heart. There are many types, some of which are preventable. Share on Pinterest mikroman6/Getty Images. Unlike a cardiovascular disease, which includes problems with the entire circulatory system, heart disease affects only the heart. This project will focus on predicting heart disease using …

Heart Disease Prediction using Neural Networks Read More »

Resume Screening using Deep Learning on Cainvas

Photo by Joe Le Huquet on Dribbble Resume Screening is necessary when companies receive thousands of applications for different roles and need to find suitable matches. For this project, the dataset originally consists of 2 columns — Category and Resume, where the Category denotes the field (eg: Data Science, HR, Testing etc.). By using the resume as an …

Resume Screening using Deep Learning on Cainvas Read More »