Computer Vision

Machine Learning Projects

Generating cifar-10 fake images using Deep Convolutional Generative Adversarial Networks (DCGAN) – 2022

So guys in today’s blog we will see that how can we build some real-looking fake images, using Deep Convolutional Generative Adversarial Networks or DCGANs. GANs are basically known for their two networks, Generative network, and Discriminative network. We train our Discriminative model in such a way that it can tell us that which image …

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Machine Learning Projects

Helmet and Number Plate Detection and Recognition using YOLOv3 – interesting project – 2022

So guys in this blog we will see how we can implement Helmet and Number Plate Detection and Recognition in Python using YOLOv3 and some other Computer Vision techniques. This is a very advanced project which you can use for your college minor projects as well as major projects. So without wasting any further time. …

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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

Invisible Man using Mask-RCNN – with source code – fun project – 2022

So guys in today’s blog we will see that how we can perform Human Segmentation using Mask R-CNN. This is a very advanced project and many things are happening under the hood. So without any further due. Let’s do it… Code for Human Segmentation using Mask-RCNN… Line 1-5 – Importing required libraries for Mask-RCNN. Line …

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Machine Learning Projects

Sudoku Solver – with source code – fun project – easiest way – 2022

So guys, in today’s blog we will see that how we can implement Sudoku Solver using Computer Vision and Image Processing techniques. So without any further due. Let’s do it… Code for Sudoku Solver… Line 1-10 – Importing libraries required for Sudoku Solver. Line 12-14 – Load mnist model and the sudoku image. Also declare …

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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

How to detect shapes using cv2- with source code – easy project – 2022

In today’s blog, we will see that how we can detect shapes using cv2 in an image using contours and moments. This is going to be a very fun project, so without any further due. Let’s do it… Code for how to detect shapes using cv2… Line 1-2 – Importing required libraries. Line 4-6 – …

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