Generative Data Intelligence

Tag: Image Classification

Supervised Learning vs. Unsupervised Learning Algorithms

IntroductionMachine Learning (ML) is a field of study that focuses on developing algorithms to learn automatically from data, making predictions and inferring patterns without...

Host ML models on Amazon SageMaker using Triton: CV model with PyTorch backend | Amazon Web Services

PyTorch is a machine learning (ML) framework based on the Torch library, used for applications such as computer vision and natural language processing. One...

Accelerate your learning towards AWS Certification exams with automated quiz generation using Amazon SageMaker foundations models | Amazon Web Services

Getting AWS Certified can help you propel your career, whether you’re looking to find a new role, showcase your skills to take on a...

Preventing payment fraud and shadow spending | Nanonets Blog

Payment fraud has tripled from $9.84 billion in 2011 to $32.39 billion in 2020 globally. It is projected to continue increasing, reaching an estimated...

Beyond ChatGPT: Open-Source Projects in Generative AI

In the realm of generative AI, open-source projects have emerged as powerful tools that democratize access to cutting-edge models and foster collaborative development. They...

Optimized PyTorch 2.0 inference with AWS Graviton processors

New generations of CPUs offer a significant performance improvement in machine learning (ML) inference due to specialized built-in instructions. Combined with their flexibility, high...

Prepare image data with Amazon SageMaker Data Wrangler

The rapid adoption of smart phones and other mobile platforms has generated an enormous amount of image data. According to Gartner, unstructured data now...

Machine-learning framework classifies pneumonia on chest X-rays

Pneumonia is a potentially fatal lung infection that progresses rapidly. Patients with pneumonia symptoms –...

Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the...

Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data

Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the...

Why AI inference will remain largely on the CPU

Sponsored Feature Training an AI model takes an enormous amount of compute capacity coupled with high bandwidth memory. Because the model training can be...

What Is Image Recognition?

In this article, we’ll cover why image recognition matters for your business and how Nanonets can help optimize your business wherever image recognition is...

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