AWS Machine Learning Blog

FEBRUARY 16, 2024

Code Llama Code Llama is a model released by Meta that is built on top of Llama 2. The models were designed using Llama 2 as the base and then trained on 500 billion tokens of code data, with the Python specialized version trained on an incremental 100 billion tokens.

Python 113

Python Computer Vision Machine Learning Artificial Intelligence 113

Unite.AI

AUGUST 19, 2023

With the ever-evolving advancements in (AI) Artificial Intelligence, there's a revolution unfolding that's reshaping content creation and audience engagement strategies. Having videos increases your time on page which is a positive SEO factor, and it increases your opportunities to do affiliate marketing.

AI Tools 240

AI Tools AI AI Artificial Intelligence 240

PyImageSearch

FEBRUARY 6, 2023

The Vegetable Image Dataset comprises 15 vegetable images, with 224×224 color images of 21,000 different vegetables from 15 categories and 1400 images per category. Figure 2 shows 9 of the 15 vegetable image categories from the dataset. You can double-check this later when you have loaded your data!

Auto-classification 144

Auto-classification Computer Vision Neural Network Deep Learning 144

Becoming Human

AUGUST 15, 2023

Instead, it is a fundamental tool for classification tasks, helping us predict whether something belongs to one of two categories, like yes/no, true/false, or spam/not spam. It helps predict whether something belongs to one of two categories, making it ideal for yes/no, true/false, or spam/not spam scenarios.

Machine Learning 52

Machine Learning Algorithm Data Science Computer Vision 52

Unite.AI

NOVEMBER 17, 2023

These features can be divided into three categories: Editor Text & Speech AI Avatars Let's take a closer look at these features. On the home page of your account, import the file on the top right and start editing! Colossyan AI is an artificial intelligence video generator platform that creates videos from text.

AI 274

AI AI Natural Language Processing Auto-complete 274

AWS Machine Learning Blog

MARCH 29, 2023

In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).

ML 71

ML Metadata Data Ingestion Data Extraction 71

Unite.AI

AUGUST 10, 2023

It's a WordPress plugin that saves you time creating affiliate content such as reviews, round-ups, and general content using Artificial Intelligence, increases your monetization efforts, and connects directly to your Amazon affiliate account. Note: Ensure you have a WordPress account setup, as Gizzmo is a WordPress plugin.

AI 246

AI AI Automation Artificial Intelligence 246

Marktechpost

DECEMBER 4, 2023

As Figure 2 illustrates, unlike DALL·E3, their COLE system can produce excellent quality graphic design graphics with only a basic requirement for user purposes. Figure 2: A visual representation of the pictures produced by the COLE system is shown above. Users could use human skills as needed to enhance the result further.

Large Language Models 103

Large Language Models LLM Data Quality AI Researcher 103

AWS Machine Learning Blog

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. For this example, we use the following settings: On the Set up data source page, under Chunking strategy , select No chunking , because you’ve already preprocessed the documents in the previous step.

Metadata 108

Metadata Generative AI Software Development Data Scientist 108

AWS Machine Learning Blog

NOVEMBER 22, 2023

DL2q instances are the first instances to bring Qualcomm’s artificial intelligent (AI) technology to the cloud. import transformers from transformers import AutoTokenizer, AutoModelForMaskedLM import sys import qaic import os import torch import onnx from onnxsim import simplify import argparse import numpy as np Step 2.

BERT 105

BERT Deep Learning Python Auto-classification 105

Mlearning.ai

JUNE 18, 2023

After downloading kaggle.json from your Kaggle account page, create a directory named .kaggle obj.names # This file contains the categories of all the objects in the dataset. # The index of the category serves as its numerical category. obj.names # This file contains the categories of all the objects in the dataset. #

Deep Learning 52

Deep Learning Computer Vision Python ML 52

Dlabs.ai

MAY 19, 2023

Artificial intelligence is transforming the way we work and do business. We’ve even organized them into categories to help you find the most relevant tools for you. We’ve even organized them into categories to help you find the most relevant tools for you. That said, there are many more tools worth exploring.

AI Tools 59

AI Tools AI AI ChatGPT 59

Unite.AI

DECEMBER 18, 2023

The idea of artificial intelligence writing entire novels may sound like fiction, but Sudowrite offers practical AI tools to help authors through the whole book writing process. Sudowrite uses artificial intelligence through its tools to support the creative writing process in any language. And there you have it!

AI 130

AI AI Auto-complete AI Tools 130

Chatbots Life

MARCH 17, 2023

We hope that you now have a better understanding of natural language processing and its role in creating artificial intelligence systems. Entities are nothing but categories to which different words belong. This will take you to a new page for a demo. Interesting. Let’s now move on to more details.

NLP 105

NLP Chatbots Natural Language Processing Conversational AI 105

Dlabs.ai

MAY 19, 2023

Artificial intelligence is transforming the way we work and do business. We’ve even organized them into categories to help you find the most relevant tools for you. We’ve even organized them into categories to help you find the most relevant tools for you. That said, there are many more tools worth exploring.

AI Tools 52

AI Tools AI AI ChatGPT 52

PyImageSearch

JANUARY 9, 2023

Figure 2 shows a basic pipeline for performing face identification. Figure 2: Face Identification (source: image by the author). First, the input image is passed through a deep feature extractor to get a feature representation , as shown in Figure 2. And that’s exactly what I do.

Computer Vision 103

Computer Vision Deep Learning Neural Network Algorithm 103

Allen AI

JULY 27, 2023

Artificial intelligence is everywhere — on your smartphone, in your doctor’s office, in your car, and at your workplace. Using this approach, the greater the risk of harm, the higher the risk category. Drawing on recent research concerning the ethical and social risks of language models ( Weldinger et al.

Responsible AI 52

Responsible AI AI AI AI Developer 52

ODSC - Open Data Science

JUNE 13, 2023

Million in 2020 as per [2]. Text data: video titles, descriptions, categories, tags filled in by content creators, and comments left by content consumers. Retrieved December 31, 2021, from [link] [2] Iqbal, M. Proceedings of the 20th Python in Science Conference, pages 52–58. billion monthly core family product users.

Natural Language Processing 52

Natural Language Processing Data Science Python Machine Learning 52

Snorkel AI

AUGUST 22, 2023

Figure 1: We store a variety of different tags for each product Figure 2: We then use product tags to power how customers can search and filter products. Merchants or Category managers) and data scientists to rapidly correct errors or augment the validation dataset as necessary, addressing these challenges.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 22, 2023

Figure 1: We store a variety of different tags for each product Figure 2: We then use product tags to power how customers can search and filter products. Merchants or Category managers) and data scientists to rapidly correct errors or augment the validation dataset as necessary, addressing these challenges.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Unite.AI

OCTOBER 20, 2023

Using the Speechify app, students can also convert their textbooks and study materials into audio format by taking a picture of the page. Audiobook categories include the most popular, like romance, mystery & suspense, erotica, health & wellness, relationships, and more. Read our Murf Review or visit Murf.

Auto-complete 147

Auto-complete AI AI Explainability 147

Flipboard

JULY 31, 2023

Brief Background of Machine Learning Did you know that machine learning is a part of artificial intelligence that enables computers to learn from data without explicit programming using statistical techniques? Image classification involves assigning a label to an image from a predetermined set of categories.

Machine Learning 104

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 104

Unite.AI

OCTOBER 25, 2023

How to Use FineCam On the FineCam product page, I selected “Free Download.” Singify FineShare Singify allows you to generate song covers using artificial intelligence. How to Use FineShare Singify On the FineShare Singify product page , I selected “Create AI Covers Now.”

AI 264

AI AI AI Tools Algorithm 264

AWS Machine Learning Blog

NOVEMBER 22, 2023

Split documents into single pages for specific FeatureType processing – FeatureType is a parameter for the Document Analysis API calls (both synchronous and asynchronous ) in Amazon Textract. Amazon Textract charges based on the number of pages and images processed. Not all pages might include the information you need to extract.

IDP 84

IDP Auto-classification Machine Learning Auto-complete 84

AWS Machine Learning Blog

DECEMBER 20, 2023

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and are adaptable to a wide category of use cases, such as text summarization, digital art generation, and language translation. strip(), " [/INST] ", (answer["content"]).strip(),

Machine Learning 104

Machine Learning Algorithm LLM ML 104

AWS Machine Learning Blog

JANUARY 17, 2023

Multimodality is a multi-disciplinary research field that addresses some of the original goals of artificial intelligence by integrating and modeling multiple modalities. Choose the solution template that best fits your use case from the JumpStart landing page. Solution overview.

Categorization 72

Categorization BERT Machine Learning Neural Network 72

Unite.AI

SEPTEMBER 25, 2023

In the rapid evolution of the digital age, where time is a precious commodity, the influx of artificial intelligence (AI) scheduling assistants is revolutionizing time management. With a myriad of customization options, it stands out as one of the most adjustable engines in this category. Reclaim Reclaim.ai

Natural Language Processing 278

Natural Language Processing Automation AI AI 278

AWS Machine Learning Blog

JUNE 7, 2023

Column Name Data Type Description Administrative Numeric Number of pages visited by the user for user account management-related activities. Administrative_Duration Numeric Amount of time spent in this category of pages. Informational Numeric Number of pages of this type (informational) that the user visited.

Automation 69

Automation ML Auto-complete Categorization 69

Unite.AI

FEBRUARY 26, 2024

Scenario 2: Single Instance of Specified Text Detected Operation: Automatically generate an action to click on the center coordinates of the detected text box. Scroll Up & Down: Navigate upwards or downwards through the content of the present page. Go Back: Revert to the previously viewed page.

Large Language Models 214

Large Language Models Metadata Natural Language Processing Categorization 214

Unite.AI

JANUARY 15, 2024

The idea of generating code instantly with the help of artificial intelligence intrigued me, so I wanted to share my experience! Plus, the tools are on separate pages, which doesn't make the workflow as seamless as it could be. Each tool is on a different page, which can interrupt the workflow. What is CodePal?

Explainability 147

Explainability DevOps AI AI 147

PyImageSearch

JUNE 12, 2023

Home Table of Contents DETR Breakdown Part 2: Methodologies and Algorithms The DETR Model ?️ Summary Citation Information DETR Breakdown Part 2: Methodologies and Algorithms In this tutorial, we’ll learn about the methodologies applied in DETR. DETR Breakdown Part 2: Introduction to DEtection TRansformers,” PyImageSearch , P.

Algorithm 60

Algorithm Computer Vision Deep Learning Artificial Intelligence 60

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Today, we are excited to announce the capability to fine-tune Llama 2 models by Meta using Amazon SageMaker JumpStart. The Llama 2 family of large language models (LLMs) is a collection of pre-trained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters.

Auto-complete 101

Auto-complete Machine Learning ML Python 101

ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. Documents can be single-page or multi-page documents.

IDP 98

IDP LLM Large Language Models AI 98

AWS Machine Learning Blog

MARCH 13, 2024

The Gemma family consists of two sizes: a 7 billion parameter model and a 2 billion parameter model. On the SageMaker JumpStart landing page, you can find the Gemma model by searching for Gemma. You will also find a Deploy button, which takes you to a landing page where you can test inference with an example payload.

Large Language Models 110

Large Language Models LLM Machine Learning Python 110

Heartbeat

MARCH 8, 2023

Text Categorization Text categorization is a machine-learning approach that divides the text into specific categories based on its content. After being trained on a large corpus of data with predefined categories, the model learns to predict the appropriate category based on the text content.

Machine Learning 52

Machine Learning Algorithm Categorization NLP 52

PyImageSearch

OCTOBER 2, 2023

However, the encoder in a VAE produces parameters of a probability distribution (typically Gaussian) in the latent space rather than a deterministic point, as shown in Figure 2. Figure 2: Variational Autoencoder Architecture Diagram (source: image created by the author for the LearnOpenCV Blog ). The torch.nn

Computer Vision 120

Computer Vision Deep Learning Neural Network Auto-complete 120

Applied Data Science

OCTOBER 25, 2021

Bonus: along with your GitHub profile, you get free access to GitHub pages , a free hosting service for your website that many developers you as a blog to showcase their work. ? You can see your visuals as belonging to one of these two broad categories: plots for displaying statistical analysis.

Data Science 52

Data Science Data Scientist Deep Learning Machine Learning 52