The Era of Evolving Internet Technologies
Author(s): Amit Chauhan Originally published on Towards AI. Internet!!, a technology of fun, freedom, and information This member-only story is on us. Upgrade to access all of Medium. Photo by Leon Seibert on Unsplash Introduction Internet!!, a technology of fun, freedom, and …
Quick Take On Text to Image Conversion With AI — Using Stable Diffusion
Author(s): Ketan Bhavsar Originally published on Towards AI. While the conversion tools have been there for years, Stable Diffusion literally makes it possible for anyone to create photorealistic art! Courtesy: Stable Diffusion What is text to image conversion model? Simplistically, it’s a …
Building ML Enabled Applications
Author(s): Murli Sivashanmugam Originally published on Towards AI. From Building Software Applications to Building ML Applications Software Applications are currently transitioning from being Data-Enabled Applications to ML-Enabled Applications. In the future, most Software applications will not only have to collect and process …
Overview Of Vision Transformers Is All You Need
Author(s): Mustafa Gültekin Originally published on Towards AI. How are Transformers the next breakthrough in computer vision? This member-only story is on us. Upgrade to access all of Medium. Photo by Joshua Earle on Unsplash In the history of transformers in deep …
General Video Understanding with AI
Author(s): Louis Bouchard Originally published on Towards AI. What does such a model understand when it sees such a picture or, even more complex, a video? This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, …
TransUNet — Revolutionize Traditional Image Segmentation
Author(s): Leo Wang Originally published on Towards AI. Renovating U-Net by combining CNNs and Transformer to achieve SOTA results on image segmentation tasks. Table of Contents · U+1F525 Intuition· U+1F525 TransUNet ∘ Down-Sampling (Encoding) ∘ Up-Sampling (Decoding)· U+1F525 Results· U+1F525 Implementations· Reference …
List of Important Libraries for Machine Learning and Data Science in Python
Author(s): Suhas Maddali Originally published on Towards AI. Understanding the use of various libraries in python and machine learning is handy for professionals in the field of data science. It makes life easier for data scientists or machine learning engineers. Photo by …
EfficientNet — An Elegant, Powerful CNN.
Author(s): Leo Wang Originally published on Towards AI. No Fancy Techniques but worked extremely well. OUTPERFORMED ResNet, ResNeXt, DenseNet, InceptionNet, SENet, AmoebaNet, and is MORE EFFICIENT. U+1F4D6 Table of Contents · ⭐ ️Introduction· ⭐Intuition· ⭐ Compound Scaling Method ∘ ⭐ MBConv Block· …
Understanding the Why of Data Science and Machine Learning Is More Useful than Knowing the How
Author(s): Suhas Maddali Originally published on Towards AI. Learning the purpose of data science can be useful, especially in order to create a business impact in the organization. Photo by RoonZ nl on Unsplash A large number of corporations are moving toward …
These 10 Algorithms Can Change Your Life — If You Work With Data
Author(s): Jair Ribeiro Originally published on Towards AI. These Algorithms can help you efficiently carry out your Data Science tasks in the most important business context. Photo by Kaleidico on Unsplash This member-only story is on us. Upgrade to access all of …
This AI newsletter is all you need #8
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI This week’s highlight is surely Meta’s new chatbot: BlenderBot 3. BlenderBot 3 is accessible to everyone in the U.S. to chat with in order to collect …
A Complete End-to-End Machine Learning Based Recommendation Project
Author(s): Gowtham S R Originally published on Towards AI. A machine learning recommendation project based on collaborative filtering and popularity-based filtering image from Unsplash uploaded by Toa Heftiba What is a recommendation system? Whenever we visit a shopping mall to buy a …
Learn with me: Linear Algebra for Data Science — Part 4: Singular Value Decomposition
Author(s): Matthew Macias Originally published on Towards AI. Welcome to the next part of the linear algebra series! We will be covering the Singular Value Decomposition and its immense role in Data Science. This article will be more technical than the previous, …
Trends in AI — August 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight 3% of Google’s new code is written by a Language Model, DeepSpeed for making inferences with a Trillion-scale Mixture of Experts, Beating neural scaling laws, prompting in Information Retrieval, Language …
AI Is Unreliable
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. Not a rant, just the facts This member-only story is on us. Upgrade to access all of Medium. Photo by Andrey Metelev on Unsplash Don’t take me wrong; I’m not an anti-AI folk; …
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