Leveraging Vector Databases With Embeddings for Fast Image Search and Retrieval
Author(s): Hasib Zunair Originally published on Towards AI. Learn the what and why of vector databases and how to use Weaviate vector database with embeddings for searching and retrieving images. Source: Image by Clay Banks at Unsplash. Motivation Conventional databases (e.g. relational …
Top Important Computer Vision Papers for the Week from 17/06 to 23/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
Introduction to Adversarial Attack In Computer Vision
Author(s): Vincent Liu Originally published on Towards AI. Source: image by author. Video source: DAVIS¹ Since we started to leverage the power of models in data science, the digital world has been evolving at an incredible speed. Nowadays we have a variety …
Top Important Computer Vision Papers for the Week from 03/06 to 09/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
Top Important Computer Vision Papers for the Week from 27/05 to 02/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
How Do Face Filters Work?
Author(s): Vincent Vandenbussche Originally published on Towards AI. Examples of face filters applied to a few images using the method in this article. See References section for original images credits. Everyone knows Snapchat filters. Face filters are everywhere now in our apps: …
Exploring LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions: A Brief Overview
Author(s): Vincent Liu Originally published on Towards AI. Figure 1. Inpainting examples. Source: original paper¹ Image inpainting is a computer vision technique to reconstruct the damaged or masked region based on the surrounding context in the image. One may come across LaMa, …
Top Important Computer Vision Papers for the Week from 13/05 to 19/05
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
Exploring EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies: A Brief Overview
Author(s): Vincent Liu Originally published on Towards AI. A Real-Time Anomaly Detection Network surpasses all the existing networksSource: Image by falco from Pixabay Anomaly Detection is one of the critical applications in the manufacturing industry. It boosts productivity and saves costs. The …
Top Important Computer Vision Papers for the Week from 29/04 to 05/05
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
Top Important Computer Vision Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Understanding Convolutional Neural Network (CNN) — A Guide to Visual Recognition in the AI Era
Author(s): Sanket Rajaram Originally published on Towards AI. Understanding Convolutional Neural Network (CNN) — A Guide to Visual Recognition in the AI Era This article will help you understand the application of conventional artificial neural networks to visual recognition problems. We’ll understand …
Introduction of Neural Style Transfer – A Pioneer in Generative AI
Author(s): Vincent Liu Originally published on Towards AI. Image source: Photo by Vojtech Bruzek on Unsplash (2nd image) Q: What can we do with Neural Style Transfer (NST)? A: Combine multiple images into one by inheriting the content and style from separated …
Top Important Computer Vision Papers for the Week from 15/04 to 21/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
How To Change the Text Font in an Image Using Computer Vision Techniques
Author(s): Vincent Liu Originally published on Towards AI. Make text in the image editableSource: Photo by Lloyd Newman on Unsplash Choosing the font when we are working on a digital document is trivial. We can always choose the preferred font in the …
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