Colabra

Vor kurzem erst entdeckt und für gut befunden: Googles Plattform um schnell mal <a href="https://hackernoon.com/tagged/python" target="_blank">Python</a> Scripts zu erstellen und in Form eines Jupyter Notebooks verwalten. Alle Möglichkeiten sind unter: <a href="https://colab.research.google.com" target="_blank">https://colab.research.google.com</a> ersichtlich. Ausgaben über die <code class="markup--code markup--p-code">matplotlib</code>, Nutzung von <code class="markup--code markup--p-code">NumPy</code>, installieren weiterer Libs über <code class="markup--code markup--p-code">pip</code> und und und.

Colaboratory — Google — Research at Google — am Beispiel Webscraping mit Python

Use ExtensionTypes in TensorFlow with custom dispatch, Keras, tf.function, and SavedModel to build smarter, flexible models beyond regular tensors.

Building Smarter Models with TensorFlow’s Most Underrated Feature—Extension Types

A  comprehensive dataset to study biases in AI-generated texts, focusing on gender and power dynamics in generative language models like ChatGPT and Claude.

Interrogating AI Bias with the Laissez-Faire Prompts Dataset

Tokenization is the gateway through which raw text transforms into a format usable by large language models (LLMs) like GPT.

Your Chatbot Isn’t Reading Words—It’s Counting Tokens

WLTech.AI explores the ARC challenge, an important benchmark in AI research, advancing the quest for artificial general intelligence through generalization.

Solving ARC-AGI Challenge with AI Agents

A study from Michigan State University evaluated the effectiveness of using generative AI to simplify science communication and enhance public trust in science.

Could Science Benefit From AI-mediated Communication? This Study Says it Could

This section details the experimental setup for evaluating BiasPainter, including the image generation models tested-stable diffusion, midjournery and more. 

How BiasPainter Assesses Social Bias: Experimental Setup and Tests for Top Image Generation Models 

Explore the world of language models and their applications in text generation, from statistical models to hierarchical generation. 

Understanding Statistical Language Models and Hierarchical Language Generation

CPU & GPU - The Basics - A digestible high-level overview of what happens in The Die

A Digestible High-Level Overview of CPU & GPU Cores

Exploring the unique behaviors of different Large Language Models (LLMs) and mastering advanced prompting techniques!

GPT-4, Llama-2, Claude: How Different Language Models React to Prompts

I'll share insights into how we can uncover untapped potential in pricing, assortment management, and stock logistics with data-based instruments and processes.

Commercial Analytics

Large language models are a specific type of machine learning-based algorithm that understand and can generate language

Text Embedding Explained: How AI Understands Words

Have you ever dreamed of a good transcription tool that would accurately understand what you say and write it down? Not like the automatic YouTube translation tools… I mean, they are good but far from perfect. Just try it out and turn the feature on for the video, and you’ll see what I’m talking about. 

What is OpenAI's Whisper Model?

Comments on level of decentralization for oracles currently available for the Defi ecosystem of StarkNet. Detailed data analysis was done of the data. 

Oracles on StarkNet

This blog is part 1 of (and contains a link to) a 70+ page report was created to quickly find data resources and/or assets for a given dataset and a specific ta

70-Page Report on the COCO Dataset and Object Detection [Part 2]

BlobGAN allows for unreal manipulation of images, made super easily controlling simple blobs. All these small blobs represent an object, and you can move them around or make them bigger, smaller, or even remove them, and it will have the same effect on the object it represents in the image. This is so cool!

BlobGAN: A BIG step for GANs

How to easily deploy on Gradle for your Linux server without needing an entire development pipeline that the process normally requires you to have on hand.

The Easiest Way To Deploy With Gradle

An overview of ten Google AI tools that developers, businesses and analysts can use. Where to look for high-quality datasets and how to link a ready-made TensorFlow model to a project.

10 Google Artificial Intelligence Tools Available to Everyone

Learn how this algorithm can understand images and automatically remove the undesired object or person and save your future Instagram post!

This AI Removes Unwanted Objects From Your Images!

Learn to  build AI ruled-based chatbot with a simple tutorial that can be showcased in your Portfolio.

Using Flask to Build a Rule-based Chatbot in Python

We’ve seen AI generate images from other images using GANs. Then, there were models able to generate questionable images using text. In early 2021, DALL-E was published, beating all previous attempts to generate images from text input using CLIP, a model that links images with text as a guide. A very similar task called image captioning may sound really simple but is, in fact, just as complex. It is the ability of a machine to generate a natural description of an image.

New SOTA Image Captioning: ClipCap

Have you ever dreamed of taking the style of a picture, like this cool TikTok drawing style on the left, and applying it to a new picture of your choice? Well, I did, and it has never been easier to do. In fact, you can even achieve that from only text and can try it right now with this new method and their Google Colab notebook available for everyone (see references). 

StyleCLIPDraw: Text-to-Drawing Synthesis with Artistic Control

Here's a deep dive into the history of machine learning embeddings, common uses, and current infrastructure solutions, including the vector database. 

Embeddings in Machine Learning: Everything You Need to Know

Manipulate Real Images With Text - An AI For Creative Artists! StyleCLIP Explained

Manipulate Images Using Text Commands via this AI

Colabra makes scientific teams more efficient with real-time collaboration, integration of all data, and agile project management

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