Machine Learning

Machine Learning Projects

HealthCure – an all in one medical solution – medical project – 7 disease detections – 2022

So guys here comes one of the most advanced data science medical projects that I have done till now in my whole Data Science journey. It is called HealthCure which is an all-in-one medical solution. We know the future is all about AI so here is my idea of bringing 7 disease detections under one …

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Machine Learning Projects

Object Detection using SSD – with source code – easiest way – fun project –2022

So guys in today’s blog we will see how can we perform Object Detection using SSD in the simplest way possible. SSDs are very fast in Object Detection when compared to those big boys like R-CNN or Fast R-CNN, etc. This is going to be a very fun project with endless use cases. So without …

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Machine Learning Projects

Social Distancing using YOLOv3 – Object Detection – with source code – fun project – 2022

So guys guys guys, here come one of the most awaited projects, Social Distancing using YOLOv3 and OpenCV. In this project, we performed object detection on a camera’s live feed or video to check if Social Distancing is being followed or not in a locality. So without any further due. Let’s do it… Create a …

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Machine Learning Projects

Face Recognition Based Attendance System – Flask App – With GUI – with source code – 2022

So guys here comes the most awaited project of machine learning Face Recognition based Attendance System. As the name says this project takes attendance using biometrics (in this case face) and is one of the most famous projects amongst college students out there. I have tried to make the project the easiest way possible. So …

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Machine Learning Projects

Self Organizing Maps – simplest way – with source code – 2022

In today’s blog, we will see how we can implement self organizing maps in Python. This is going to be a very short blog. So without any further due. Let’s do it… Code for Self Organizing Maps… Final Results… Download Source code… Do let me know if there’s any query regarding the project by contacting …

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Machine Learning Projects

Pedestrian Detection using HOGs in Python – simplest way – easy project – 2022

In today’s blog, we will perform pedestrian detection using HOG short for Histogram for Gradients. HOGs are great feature detectors and can also be used for object detection with SVM but due to many other State of the Art object detection algorithms like YOLO, SSD, present out there, we don’t use HOGs much for object …

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Machine Learning Projects

IPL Score Prediction with Flask app – with source code – 2022

In today’s blog, we will build an IPL Score Prediction model using Ridge Regression which is just an upgraded form of Linear Regression. We have the IPL data from 2008 to 2017. We will also be building a beautiful-looking interactive Flask model, so without any further due. Let’s do it… Create a conda environment and …

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Machine Learning Projects

Weight Category prediction using Random Forest – with source code – medium difficulty project – 2022

So in today’s blog, we are going to perform the weight category prediction of a person given height, weight, and gender with the help of the Random Forest algorithm. Let’s do it… Code for weight category prediction… Line 1-8 – Importing required libraries. Line 10 – Reading our data. Line 11 – Describing our data. …

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Machine Learning Projects

How to perform Face Recognition using KNN – with source code – interesting project – 2022

So in today’s blog, we will see that how we can perform Face Recognition using KNN (K-Nearest Neighbors Algorithm) and Haar cascades. Haar cascades are very fast as compared to other ways of detecting faces (like MTCNN) but with an accuracy tradeoff. Its accuracy is a bit less when compared with these big boys like …

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Machine Learning Projects

Flight Price Prediction with Flask app – with source code – data visualizations – interesting project – 2022

So guys here is yet another one of the most favorite projects of mine. In this blog, we will be implementing a Flight Price Prediction model using different techniques and also we will be performing some data visualizations to better understand our data. So without any further due. Let’s do it… Create a conda environment …

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