Computer Vision

How to Create an Image Classification Model using Hugging Face in 5 Lines

In 2021, when it comes to natural language processing tasks, most people turn to Hugging Face for solutions. However, did you know that Hugging Face now also offers image-related solutions? Yes, you heard it right! The popular Transformers library can now help you classify images as well. In this blog post, I will show you…

Building a Classification Model with VGG19 for Image Recognition

Image classification is a fascinating field of machine learning that involves teaching a computer to recognize and categorize objects or patterns within images. In this article, we will walk through the process of building a classification model using the VGG19 architecture for image recognition. We’ll start from importing the necessary libraries and proceed step by…

Top 10 Best AI Companies in 2024

In our fast-changing world, new ideas are really important for making progress. One big idea that’s changing things a lot is called artificial intelligence, or AI for short. AI isn’t just something for the future; it’s already making big changes in the world, and it’s doing it with a level of accuracy that used to…

Denoising Images with Autoencoders Using TensorFlow and Python

In today’s digital world, images play an important role in various applications, from medical imaging to self-driving cars. However, images are often corrupted by noise during transmission or storage, which can hinder the performance of image processing algorithms. In this blog post, we will explore how to use autoencoders to denoise images. We will implement…

10 Underrated AI Tools That Will Change Your Life and Business

In this blog post, we will explore ten underrated and less-known AI tools that have the potential to revolutionize your life and business. These tools cover a wide range of functionalities, from creating customized QR codes to competitor research, photo editing, podcast note-taking, meal planning, essay writing, video summarization, lead magnet generation, article summarization, and…

Enhancing Image Visibility with Adaptive Thresholding

In this article we will be working on Enhancing Image Visibility with Adaptive Thresholding. You must have come across images that appear too dark or lack the necessary contrast to make out important details? Whether it’s a poorly lit photograph or a scanned document, such images can be challenging to interpret. Fortunately, there’s a powerful…

Mastering Image Contrast: A Step-by-Step Guide to Enhancing Image

In the previous article, we discussed Histogram Equalization and also implemented it in Python. You can read that article on Histogram Equalization here. In this part, we are going to look at how to enhance Image contrast, as well as implement it step-by-step using Python and the OpenCV library. Improving the contrast of an image…

Histogram Equalization: Enhancing Image Quality and Contrast

Histogram equalization is a technique used to enhance the quality and contrast of an image. It is a process of adjusting the intensity values of an image to improve its visual appearance. In this article, we will discuss the concept of histogram equalization, and its benefits, also we will be looking at the implementation in…

5 Key Applications of Computer Vision Technology

Computer vision technology is a rapidly growing field with a wide range of real-world applications. From business to entertainment, from transportation to healthcare, computer vision technology is playing a crucial role in transforming various industries. In this article, we explore five key applications of computer vision technology and how they are revolutionizing entire industries. 1…

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Category: Computer Vision