In this article, I will discuss What is deep learning and its importance. Deep learning is a subset of machine learning that uses neural networks with multiple layers to model and solve complex problems. These neural networks are designed to learn and improve over time through training with large amounts of data. Deep learning is …
Methods of Object Detection Model Compression
In this article, I will discuss Methods of Object Detection Model Compression. Computer Vision (CV) is based on Object Detection. When we have some still images or videos, there are many types of objects in the image or a particular scene. However, not all objects are relevant, and we need to find the presence or …
Comparing Deep and Shallow Neural Networks
The following article provides a comparison on Deep and Shallow Neural Networks. To emphasize, Deep neural networks (DNNs) and shallow neural networks (SNNs) are two different types of neural networks used in artificial intelligence and machine learning. While, Shallow neural networks have a limited number of hidden layers, usually one or two. Also, they are …