Computer Vision 101: Image Restoration
Author(s): Gabriele Mattioli Originally published on Towards AI. What is noise, and how does it affect images Photo generated by DALL·E 2 • Credit: OpenAI Image restoration is the operation of taking a corrupt/noisy image and estimating the clean, original image. If …
![Building and Deploying a GAN Streamlit Web App on Heroku [Part 1]](https://i3.wp.com/miro.medium.com/v2/resize:fit:875/0*kCp27RZLiC9Amiv8.png?w=875&resize=875,368&ssl=1 "Building and Deploying a GAN Streamlit Web App on Heroku [Part 1]")
Building and Deploying a GAN Streamlit Web App on Heroku [Part 1]
Author(s): Youssef Hosni Originally published on Towards AI. Table of Content: Generative Adversarial Networks (GANs) are a type of deep learning architecture that has become increasingly popular for generating new and realistic data, such as images, videos, and audio. Building a GAN …
Why Strategic Plans Aren’t the Best Plan For Data Science
Author(s): Jonathan Burley Originally published on Towards AI. Tech and data science winners treat strategy differently Data Science as an exercise in building new products and companies retains the same pitfalls as any other business process before it: clinging to old, formerly …
How I Identify the Yoga Poses with CV in 7 steps
Author(s): Gencay I. Originally published on Towards AI. Identify Yoga Poses with Computer Vision using Deep Learning and CNNs — A Data Science Approach Image by Author There is no doubt that yoga has become increasingly popular over the years, with millions …
scikit-learn Cheat Sheet: Functions for Machine Learning
Author(s): Gencay I. Originally published on Towards AI. Mastering Machine Learning with Python and scikit-learn: A Comprehensive Guide for Data Scientists and AI Enthusiasts Image by Author It is no secret that data science and machine learning have become essential components of …
The Best AI-Powered Tools for Productivity!
Author(s): Louis Bouchard Originally published on Towards AI. These AI Tools will 10x Your Productivity! Here are my five favorite tools to boost my productivity, all based on artificial intelligence since that’s what we like on this page! Obviously, a tool doesn’t …
How to Save and Load Deep Learning Models with Keras?
Author(s): Tirendaz AI Originally published on Towards AI. Learn how to use ModelCheckpoint callback Image by Freepik Training deep learning models is a time-consuming process. You can save model progress during and after training. So, you can resume the training of a …
Python Pandas vs. Dask DataFrames: A Comparative Analysis
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. A Comparison of Python’s Popular Data Manipulation Libraries Photo by Peter Burdon on Unsplash DataFrames are a popular data structure used for data manipulation and analysis in Python. Pandas and Dask are two …
Diagnosing the Stubborn Mediocrity of the Western Bulldogs
Author(s): Ranganath Venkataraman Originally published on Towards AI. Using data to get insight into why my supported Australian Football League team perennially languishes and the corresponding lessons learned Photo by Tingey Injury Law Firm on Unsplash Note — this article reflects my …
Meet MiniGPT-4: The Surprising Open Source Vision-Language Model that Matches the Performance of GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. The model expands Vicuna with vision capabilities similar to BLIP-2 in one of the most interesting open source releases in the multi-modality space. Top highlight Created Using Midjourney I recently started an AI-focused educational …
MiniGPT-4: ChatGPT for your images
Author(s): Sriram Parthasarathy Originally published on Towards AI. Use MiniGPT-4 to describe your images in detail, identify objects, recognize scenes, and generate captions & social media ads. MiniGPT-4 is an AI model that uses a combination of language and visual processing to …
ChatGPT: a Supermind on a Mission to Change the World
Author(s): Cezary Gesikowski Originally published on Towards AI. How OpenAI Aims to Solve Tomorrow’s Problems with Augmented Collective Intelligence. “Problems can never be solved with the same thinking that originated them.” — Albert Einstein Image by the author ChatGPT, a chatbot launched …
Want to Stand Out in Data Science? Don’t Make These Portfolio Mistakes!
Author(s): Youssef Hosni Originally published on Towards AI. Is Your Data Science Portfolio Sinking Your Career? Don’t Make These 10 Mistakes Data science is a rapidly growing field, and as more and more people enter the industry, it’s becoming increasingly important to …
Revolutionizing Business Decision-Making: A Comprehensive Guide to BI & Analytics Platforms and Open-Source Alternatives
Author(s): Joshua Yeung Originally published on Towards AI. Maximizing Business Success through Smart Data Analytics and Open-Source BI Tools Photo by Stephen Dawson on Unsplash In today’s world, data is king. Businesses generate and collect vast amounts of data every day, and …
Simulating Sugar Rush with Python: An Agent-Based Model with Mesa
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Building and Analyzing an Agent-Based Model of Sugar Trading Behavior using Mesa Library in Python Image generated by Author with MidJourney Introduction Agent-based modeling (ABM) is a powerful simulation technique that allows researchers …
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