Computer vision is a field of artificial intelligence that means giving a computer system the ability to see and analyze images just like humans. The FaceId in iPhone is one of the popular examples of computer vision applications. So if you are looking for some advanced computer vision projects, this article is for you. In this article, I’m going to introduce you to some of the best and advanced computer vision projects solved and explained using Python.
Advanced Computer Vision Projects
Counting Objects in Image:
If you have never worked on an advanced computer vision project, this is one of the best projects for you to get your hands on advanced computer vision projects. Here your task is to count the number of particular objects in a picture. For example, an image can contain cars, trucks, humans, etc. and you need to make a computer vision application capable of detecting and counting the number of cars inside this image. You can find this computer vision project solved and explained with Python from here.
Gender Detection:
The task of detecting the gender of a person inside an image is an advanced computer vision project. Here you have to create an intelligent system that can detect the gender of one or more humans from an image or using a camera in real-time. There are many computer vision libraries for Python that you can use for this task, such as Tensorflow, Yolo, PyTorch, OpenCV, and Cvlib. You can find this advanced computer vision project solved and explained using Python from here.
Face Mask Detection System:
Apps to detect whether or not a person is wearing a face mask are becoming popular these days due to covid-19. If you can build such an app as well, it will turn out to be one of the best projects in your portfolio. I used convolutional neural networks, Tensorflow, and the OpenCV library in Python to create a face mask detection system. You can find this advanced computer vision project solved and explained from here.
Colour Recognition:
We humans can recognize colours easily because we have learned the names of each colour. Just like humans, if we can train a system to recognize colours, it will again become an amazing computer vision project. To build such a system, I used the OpenCV library in Python. You can find this advanced computer vision project solved and explained using Python from here.
Summary
So these were some of the best computer vision projects solved and explained using Python. Computer vision is a field of artificial intelligence that means giving a computer system the ability to see and analyze images just like humans. I hope you liked this article on advanced computer vision projects. Feel free to ask your valuable questions in the comments section below.
