Deep Learning is a subset of machine learning that mimics the human brain to solve complex problems. Deep Learning is used to train computers to perform tasks where humans are good at, but computers are not. If you are learning deep learning and are looking for some project ideas for Deep Learning, then this article is for you. In this article, I will take you through some of the best Deep Learning project ideas that you should try.

Deep Learning Project Ideas

Face Mask Detection System

The use of face masks has increased over the past two years due to the coronavirus. Most countries still impose fines if a person does not wear a mask in a public place. Creating a face mask detection system can help many workplaces and even restaurants where people can be reminded to wear a mask if they are not. So it will be an incredible deep learning project based on computer vision. You can find this deep learning project solved and explained using Python from here.

Dog Breed Classification

Dog breed classification is the problem of identifying a dog's breed from an image or using a camera. It is one of the most popular deep learning projects among the data science community. Here you are given a dataset of 120 dog breeds, and you have to train neural network architecture to classify the dog's breed. Since this is such a popular project among the data science community, you can find many contributions on Kaggle.

Image Segmentation

Image Segmentation is the task of assigning a class to each pixel of an image to train a computer to understand which pixel of the image belongs to which object. There are a lot of applications of image segmentation in medical imaging, satellite imagery, and self-driving cars. You can learn more about image segmentation and its implementation using Python from here.

Summary

So these were some of the best Deep Learning project ideas that you should try. Deep Learning is a subset of machine learning that mimics the human brain to solve complex problems. Deep Learning is used to train computers to perform tasks where humans are good at, but computers are not. I hope you liked this article on Deep Learning project ideas. Feel free to ask valuable questions in the comments section below.