Developing Your First Neural Network in PyTorch
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. A Complete Step-by-Step Process for BeginnersPhoto by M.T ElGassier on Unsplash I have been working and writing tutorials on deep learning space for a while now, and I focused mostly on TensorFlow. But …
Serving a PyTorch Model with FastAPI and Docker
Author(s): Marcello Politi Originally published on Towards AI. Learn how to develop a complete Machine Learning ServicePhoto by SpaceX on Unsplash Working on personal Machine/Deep Learning projects is very enjoyable. In the evenings, in front of the laptop, you code things you …
Beyond the Checkered Flag: F1 Statistics Explored
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Photo by Cr-AI-tive on Pixabay In an extremely competitive sport like F1, even the tiniest performance gains can lead to victory. Analyzing F1 from a fan and data science perspective could help gain …
When AI Prefers Caucasian
Author(s): David Leibowitz Originally published on Towards AI. Spotting and mitigating racial bias in AI creationsAI and diversity abstract illustration, Credit: David Leibowitz via DALL-E Generative AI has reached a point where it can create promotional scripts and convert them into videos …
CogVLM, a Revolutionary Multimodal Model Introducing Deep Fusion
Author(s): Ignacio de Gregorio Originally published on Towards AI. Solving the Shallow Alignment Issue Top highlight A group of researchers has presented a new model that revolutionizes the current multimodal AI design standards while blowing almost all competition out of the water. …
Beautiful AI-Art: Prompting Dalle-2 To Create Feature Tech Story Images
Author(s): John Loewen, PhD Originally published on Towards AI. Simple prompts to create stunning images for your tech articlesDall-E 2 image collage — lots of beautiful choices for my technical articles I have been using Dalle-2 for my technical articles since it …
How to Win a Coin Toss? Every Single Time
Author(s): Prashant Mudgal Originally published on Towards AI. Using a Quantum Computer to beat randomness and showcase the basics of quantum computing circuits Well, I am sure each one of you must have tossed a coin once or twice in your life …
Top Important LLM Papers for the Week from 06/11 to 12/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed …
Top Important Computer Vision Papers for the Week from 06/11 to 12/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision …
Build a Better Running Shoe (or any Product) For $1 with Generative AI
Author(s): David Leibowitz Originally published on Towards AI. Accelerate market research, competitive analysis & new product development with ChatGPTAI & humans work together to design superior products based on real market data, credit: David Leibowitz (via DALL-E) Imagine combining the power of …
NLP (doc2vec from scratch) & Clustering: Classification of news reports based on the content of the text
Author(s): Krikor Postalian-Yrausquin Originally published on Towards AI. In this example, I use NLP (Doc2Vec) and clustering algorithms to try to classify news by topic. There are many ways to do this type of classification, such as using supervised methods (a tagged …
Prompting GPT-4 To Extract Data From Map Images: Does it Work Well?
Author(s): John Loewen, PhD Originally published on Towards AI. Analysis and interpretation of choropleth map imagesDall-E 2: An impressionist painting in vivid, bright colours, of a map of the world One of the relatively new capabilities of GPT-4 is the ability to …
How To Access Google’s ‘Hidden’ Generative AI Image Creation Tool Now
Author(s): David Leibowitz Originally published on Towards AI. But get in soon, before the preview closesGoogle Generative AI Image Creation, screenshot by author Google has quietly released a generative AI image creation tool, which requires steps to access that are so obscure …
In-depth Understanding of XGBoost Introduction in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Algorithm to improve the speed and performancePhoto by Alex Chumak on Unsplash What is machine learning? It is a technique to learn patterns from the data and make predictions. The machine learning algorithms implementation …
Creating My Own “Comic GPT” with OpenAI’s GPT-Store in Just Three Steps
Author(s): Sumit Pandey Originally published on Towards AI. Cartoon character generated by comic GPT The launch of OpenAI’s GPT Store, similar to Apple’s App Store moment, represents a significant milestone in technology and its applications. When Apple introduced its App Store on …
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