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Review: IDECNN-Improved Differential Evolution of Convolutional Neural Network (Image Classification)
Author(s): Arjun Ghosh Originally published on Towards AI. Review: IDECNN-Improved Differential Evolution of Convolutional Neural Network (Image Classification) In this story, our research paper, titled: “Designing optimal convolutional neural network architecture using differential evolution algorithm” [1], is reviewed. The article highlights the …
Machine Learning Project in Python Step-By-Step – Predicting Employee Attrition
Author(s): Fares Sayah Originally published on Towards AI. Machine Learning Project in Python Step-By-Step — Predicting Employee Attrition AI for Human Resources: Predict attrition of your valuable employees using Machine Learning Photo by Marvin Meyer on Unsplash Human Resources & AI An organization’s human resources (HR) function …
Computer Vision Tutorial Series M1C2
Author(s): Sujay Kapadnis Originally published on Towards AI. Module 1 — Image Representation and Classification Chapter 2— Background Replacement Of An Image Starting here? This article is part of a computer vision Tutorial Series. Here’s where you can start. Learning Objectives: Creating a mask for an image …
How to Build ML Models in the Modern Age?
Author(s): Poornachandra Sarang Originally published on Towards AI. Definitive guidelines for creating machine learning models This member-only story is on us. Upgrade to access all of Medium. Photo by Diego Jimenez on Unsplash There are numerous approaches to building a machine learning …
Image Processing with Fourier Transform
Author(s): Albert Nguyen Originally published on Towards AI. Top highlight Image Processing is a crucial task in Computer Vision. For example, when we train a Deep Learning model with a small amount of image data, we need to synthesize new images using …
Image Processing with Fourier Transform
Author(s): Albert Nguyen Originally published on Towards AI. Top highlight Image Processing is a crucial task in Computer Vision. For example, when we train a Deep Learning model with a small amount of image data, we need to synthesize new images using …
We employed ChatGPT as an ML Engineer. This is what we learned
Author(s): Eric Landau, Co-founder and CEO, Encord TLDR; Among the proliferation of recent use cases using the AI application ChatGPT, we ask whether it can be used to make improvements in other AI systems. We test it on a practical problem in …
Top 5 Essential Big Data Frameworks for Modern Data Analytics
Author(s): Vijay Singh Khatri Originally published on Towards AI. As there are no signs of slowing down data generation, the amount available today is immeasurable. Hence, traditional data processing software can't process such amounts of data and derive insights timely. This is …
Top AI Conferences in 2023
Source: Image generated by the author with generative AI via Midjourney. Exploring the Top AI Conferences in 2023: A Must-Attend for Researchers and Practitioners Alike TL;DR: Get ahead in the AI game by attending these top conferences in 2023! From NeurIPS to …
Computer Vision Tutorial Series M1C1
Author(s): Sujay Kapadnis Originally published on Towards AI. Module 1 — Image Representation and Classification Chapter 1 – Introduction to Computer Vision With this article, I am starting a new series for those who are interested in learning Computer vision. Why Learn …
Unlocking the Power of Recurrent Neural Networks: A Beginner’s Guide
Author(s): Gaurav Nair Originally published on Towards AI. This blog covers a beginner-level introduction to Recurrent Neural Networks, forward and backpropagation through time, and its implementation in Python using NumPy. Introduction With the advancement of Artificial Intelligence (AI) and its practical applications …
Decision Tree Classification — What is Expected from It?
Author(s): Sujeeth Kumaravel Originally published on Towards AI. You have a dataset of 20 cars. Among them, 10 are luxury cars, and the other 10 are non-luxury. This dataset is represented in the node shown below. A node is essentially a set …
Do You Want to Make History?
Author(s): Towards AI Editorial Team Originally published on Towards AI. I am making history immediately and effortlessly with a standard deck of cards! Image by pencil parker from Pixabay Author(s): Pratik Shukla Introduction: Well, I got bored while working on my research …
easy-explain: Explainable AI for images
Author(s): Stavros Theocharis Originally published on Towards AI. A quick and easy-to-use package for fast explainability results on images (Right) Photo by Tomas Allsop on Unsplash U+007C (Left) Unsplash Image adjusted by the showcased algorithm Introduction Understanding how artificial intelligence (AI) decides …
BioGPT: The ChatGPT of Life Sciences
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. It's not just the size but the domain-specific training that matters the most! This member-only story is on us. Upgrade to access all of Medium. So, I am going to assume …
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