AWS Machine Learning Blog

NOVEMBER 22, 2023

Model category Number of models Examples​ NLP​ 157 BERT, BART, FasterTransformer, T5, Z-code MOE Generative AI – NLP 40 LLaMA, CodeGen, GPT, OPT, BLOOM, Jais, Luminous, StarCoder, XGen Generative AI – Image 3 Stable diffusion v1.5 This is a guest post by A.K Roy from Qualcomm AI. TB per second.

AI 102

AI AI AWS Deep Learning 102

PyImageSearch

APRIL 24, 2023

This tutorial is primarily for developers who want to accelerate their deep learning models with PyTorch 2.0. In this series, you will learn about Accelerating Deep Learning Models with PyTorch 2.0. This lesson is the 2nd of a 2-part series on Accelerating Deep Learning Models with PyTorch 2.0 : What’s New in PyTorch 2.0? just keep reading.

Deep Learning 103

Deep Learning Deep Learning Python Computer Science 103

DrivenData Labs

APRIL 10, 2024

Developing new tools to use satellites for monitoring and understanding kelp forests is critical for us to understand where and how kelp forests are changing.” Better tools are needed to monitor and preserve kelp forests on a large scale. Above: Overhead drone footage of giant kelp canopy. Image Credit: Tom Bell, All Rights Reserved.

Deep Learning 130

Deep Learning Deep Learning Machine Learning Machine Learning 130

PyImageSearch

OCTOBER 23, 2023

Our journey begins with training a VAE on this dataset, setting the stage for a series of captivating experiments. By the time we conclude, you’ll have a comprehensive understanding of how to implement, train, and experiment with VAEs using PyTorch. Project Structure We first need to review our project directory structure.

Deep Learning 67

Deep Learning Deep Learning Computer Science Computer Science 67

AWS Machine Learning Blog

MARCH 10, 2023

To label this sensor output you need a labeling tool that can handle 3D data. In part 2, we walk through how to train a model on your dataset and deploy it to production. Autonomous vehicle companies typically use LiDAR sensors to generate a 3D understanding of the environment around their vehicles. Data is essential to any ML project.

AWS 74

AWS Machine Learning Machine Learning Cloud Data 74

Google Research AI blog

FEBRUARY 28, 2023

For example, access to timely, accurate health information is a significant challenge among women in rural and densely populated urban areas across India. To solve this challenge, ARMMAN developed mMitra , a free mobile service that sends preventive care information to expectant and new mothers.

ML 72

ML ML Deep Learning Deep Learning 72

Mlearning.ai

MAY 15, 2023

Being a general-purpose language, it can be used to build almost any type of application with the right tools/libraries. Python has become one of the most popular programming languages in the world, thanks to its simplicity, versatility, and vast array of applications. What is Python? What is a dynamically typed language?

Python 52

Python ML ML Data Analysis 52