Site icon Machine Learning Projects

30+ Unique Computer Vision Projects with Source Code – 2022

Computer Vision Projects

Hey guys, here you can find your next Computer Vision Projects with proper explanation and source codes provided.

It is always good to have a practical insight into any technology that you are working on. Though textbooks and other study materials will provide you with all the knowledge that you need to know about any technology but you can’t really master that technology until and unless you work on real-time projects.

Must Checkout Computer Vision Projects

This is a project that I chose as my college’s final year major project and guess what, it went pretty well. This project uses various advanced techniques like CNNs, VGGs, XGBoost, etc for performing 7 disease detections. This is one of the best Machine learning projects in Python.

Main Page

Results

These 7 detections are Covid Detection, Alzheimer Detection, Brain Tumor Detection, Breast Cancer Detection, Pneumonia Detection, Heart Disease Detection, and Diabetes Detection.

This project can be your Machine learning project with source code for the final year. I myself made this as my final year major project.

In this blog, we will use Single Shot Detections for performing 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.

This project can be your Machine learning project with source code for the final year.

In this project, 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 detection.

Pedestrian Detection

This is also a very advanced project in which I used object detection on a camera’s live feed or video to check if Social Distancing is being followed or not in a locality. This project also has endless future scopes.

https://machinelearningprojects.net/wp-content/uploads/2022/10/Social-Distancing-using-YOLOv3.mp4

This project can be your Machine learning project with source code for the final year.

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.

So guys in this project 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.

Our main motive behind Helmet and Number Plate Detection and Recognition was to first detect if someone is wearing a helmet or not, if he is wearing it, no problem, but if not, detect his number plate and send an e-challan to him.

This project can be your Machine learning project with source code for the final year. I myself made this project as my Final year’s minor project.

Topics Covered

Check out my other machine learning projectsdeep learning projectscomputer vision projectsNLP projectsFlask projects at machinelearningprojects.net

Exit mobile version