Synthetic Data for Machine Learning
Author(s): Michael Galarnyk Originally published on Towards AI. It’s no secret that supervised machine learning models need to be trained on high-quality labeled datasets. However, collecting enough high-quality labeled data can be a significant challenge, especially in situations where privacy and data …
My Experience with the Apple Vision Pro and Future Perspectives in Computer Vision and Healthcare
Author(s): Alberto Paderno Originally published on Towards AI. Just me and the Apple Vision Pro “It was a rainy day in Palo Alto. The line in front of the Apple Store was interminable, and only a few strong-willed people could be persistent …
easy-explain: Explainable AI for YoloV8
Author(s): Stavros Theocharis Originally published on Towards AI. (Left) Photo by Pawel Czerwinski on Unsplash U+007C (Right) Unsplash Image adjusted by the showcased algorithm Introduction It’s been a while since I created this package ‘easy-explain’ and published on Pypi. I also wrote …
How to Monitor a Computer Vision Model in Production?
Author(s): Maciej Balawejder Originally published on Towards AI. One of the unfortunate properties of computer vision models is that performance deteriorates with time, leading to less reliable results. Since these models are trained on static images when deployed in production environments with …
Top Important Computer Vision Papers for the Week from 15/01 to 21/01
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, …
Top Important Computer Vision Papers for the Week from 01/01 to 07/01
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, …
A Gentle Introduction to Computer Vision
Author(s): Davide Nardini Originally published on Towards AI. In this article, I will introduce you to Computer Vision, explain what it is and how it works, and explore its algorithms and tasks.Foto di Ion Fet su Unsplash In the realm of Artificial …
Top Important Computer Vision Papers for the Week from 18/12 to 24/12
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, …
All AI Advancements of 2023
Author(s): Louis Bouchard Originally published on Towards AI. A recap of the research progress and important news in AI in 2023! What a year it was! A lot happened in the big tech as well as the research community in AI. OpenAI …
Top Important LLM Papers for the Week from 11/12 to 17/12
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Top Important Computer Vision Papers for the Week from 11/12 to 17/12
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, …
Top Important Computer Vision Papers for the Week from 04/12 to 10/12
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, …
Top Important Computer Vision Papers for the Week from 27/11 to 03/12
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, …
(Bio)Image Analysis with Python: Everything You Need to Know about Histograms
Author(s): MicroBioscopicData Originally published on Towards AI. Learn Computer Vision Concepts Using Python Welcome to our series (Bio)Image Analysis with Python: Everything You Need to Know. In this tutorial, we dive into Histograms, an important tool, and discover how it plays a …
Build a License Plate Recognition App using Streamlit
Author(s): Lu Zhenna Originally published on Towards AI. Summary This article briefly walks through a solution to extract text from variable-line license plates using the pre-trained model and explains step-by-step on how to build a web app using Streamlit to deliver this …
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