Pretrained Models

Aug 17, 2023

Designing Deep Networks to Process Other Deep Networks

Deep neural networks (DNNs) are the go-to model for learning functions from data, such as image classifiers or language models. In recent years, deep models...

15 MIN READ

Aug 15, 2023

Customizing AI Models: Train Character Detection and Recognition Models with NVIDIA TAO

Optical Character Detection (OCD) and Optical Character Recognition (OCR) are computer vision techniques used to extract text from images. Use cases vary across...

14 MIN READ

Aug 15, 2023

Customizing AI Models: Deploy a Character Detection and Recognition Model with NVIDIA Triton

NVIDIA Triton Inference Server streamlines and standardizes AI inference by enabling teams to deploy, run, and scale trained ML or DL models from any framework...

4 MIN READ

Aug 08, 2023

Unlocking the Power of Enterprise-Ready LLMs with NVIDIA NeMo

Generative AI has introduced a new era in computing, one promising to revolutionize human-computer interaction. At the forefront of this technological marvel...

10 MIN READ

Jul 25, 2023

Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0

NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert...

14 MIN READ

Image of torso from medical segmentation scan.

Jun 20, 2023

Visual Foundation Models for Medical Image Analysis

The analysis of 3D medical images is crucial for advancing clinical responses, disease tracking, and overall patient survival. Deep learning models form the...

6 MIN READ

Jun 06, 2023

Develop Physics-Informed Machine Learning Models with Graph Neural Networks

NVIDIA Modulus is a framework for building, training, and fine-tuning deep learning models for physical systems, otherwise known as physics-informed machine...

6 MIN READ

Mar 29, 2023

Bootstrapping Object Detection Model Training with 3D Synthetic Data

Training AI models requires mountains of data. Acquiring large sets of training data can be difficult, time-consuming, and expensive. Also, the data collected...

12 MIN READ

Mar 08, 2023

Scaling AI with MLOps and the NVIDIA Partner Ecosystem

AI is impacting every industry, from improving customer service and streamlining supply chains to accelerating cancer research. As enterprises invest in...

5 MIN READ

Feb 03, 2023

Controlled Adaptation of Speech Recognition Models to New Domains

Have you ever tried to fine-tune a speech recognition system on your accent only to find that, while it recognizes your voice well, it fails to detect words...

8 MIN READ

Jan 31, 2023

Multilingual and Code-Switched Automatic Speech Recognition with NVIDIA NeMo

Multilingual automatic speech recognition (ASR) models have gained significant interest because of their ability to transcribe speech in more than one language....

7 MIN READ

Jan 31, 2023

Accelerating AI Development with NVIDIA TAO Toolkit and Weights & Biases

Leveraging image classification, object detection, automatic speech recognition (ASR), and other forms of AI can fuel massive transformation within companies...

8 MIN READ

Jan 12, 2023

NVIDIA Announces Cloud-Native Metropolis Microservices and Retail AI Workflows for Theft Prevention

Retail shrinkage is on the rise with industry losses totaling $100B in 2021 and growing, due to inflationary pressures. To help software developers accelerate...

5 MIN READ

Dec 16, 2022

What Is a Pretrained AI Model?

A pretrained AI model is a deep learning model that’s trained on large datasets to accomplish a specific task, and it can be used as is or customized to suit...

1 MIN READ

Dec 07, 2022

AI Models Recap: Scalable Pretrained Models Across Industries

The year 2022 has thus far been a momentous, thrilling, and an overwhelming year for AI aficionados. Get3D is pushing the boundaries of generative 3D modeling,...

7 MIN READ

Nov 04, 2022

Deploying a 1.3B GPT-3 Model with NVIDIA NeMo Framework

Large language models (LLMs) are some of the most advanced deep learning algorithms that are capable of understanding written language. Many modern LLMs are...

11 MIN READ