PyImageSearch

DECEMBER 9, 2024

The next step for researchers was to use deep learning approaches such as NeRFs and 3D Gaussian Splatting, which have shown promising results in novel view synthesis, computer graphics, high-resolution image generation, and real-time rendering. In short, it’s a basic reconstruction. Or requires a degree in computer science?

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PyImageSearch

JANUARY 13, 2025

To learn how to master YOLO11 and harness its capabilities for various computer vision tasks , just keep reading. Jump Right To The Downloads Section What Is YOLO11? VideoCapture(input_video_path) Next, we download the input video from the pyimagesearch/images-and-videos repository using the hf_hub_download() function.

Python 109

Python Deep Learning Deep Learning Computer Science 109

Flipboard

MARCH 17, 2025

This lesson is the 1st of a 2-part series on Deploying Machine Learning using FastAPI and Docker: Getting Started with Python and FastAPI: A Complete Beginners Guide (this tutorial) Lesson 2 To learn how to set up FastAPI, create GET and POST endpoints, validate data with Pydantic, and test your API with TestClient, just keep reading.

Python 153

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AWS Machine Learning Blog

DECEMBER 2, 2024

SageMaker Large Model Inference (LMI) is deep learning container to help customers quickly get started with LLM deployments on SageMaker Inference. One of the primary bottlenecks in the deployment process is the time required to download and load containers when scaling up endpoints or launching new instances.

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AWS Machine Learning Machine Learning ML 118

Flipboard

FEBRUARY 10, 2025

Using the Ollama API (this tutorial) To learn how to build a multimodal chatbot with Gradio, Llama 3.2, Jump Right To The Downloads Section What Is Gradio and Why Is It Ideal for Chatbots? Model Management: Easily download, run, and manage various models, including Llama 3.2 and the Ollama API, just keep reading.

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AWS Machine Learning Blog

DECEMBER 24, 2024

Trainium chips are purpose-built for deep learning training of 100 billion and larger parameter models. Model training on Trainium is supported by the AWS Neuron SDK, which provides compiler, runtime, and profiling tools that unlock high-performance and cost-effective deep learning acceleration. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

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Analytics Vidhya

APRIL 1, 2023

Introduction The current trend in NLP includes downloading and fine-tuning pre-trained models with millions or even billions of parameters. However, storing and sharing such large trained models is time-consuming, slow, and expensive.

Analytics 319

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PyImageSearch

DECEMBER 23, 2024

This lesson is the 1st in a 2-part series on Mastering Approximate Nearest Neighbor Search : Implementing Approximate Nearest Neighbor Search with KD-Trees (this tutorial) Approximate Nearest Neighbor with Locality Sensitive Hashing (LSH) To learn how to implement an approximate nearest neighbor search using KD-Tree , just keep reading.

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PyImageSearch

DECEMBER 16, 2024

Jump Right To The Downloads Section Configuring Your Development Environment To follow this guide, you need to have the following libraries installed on your system. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Download the code!

Deep Learning 104

Deep Learning Deep Learning Computer Science Computer Science 104

AWS Machine Learning Blog

JULY 3, 2023

It’s one of the prerequisite tasks to prepare training data to train a deep learning model. Specifically, for deep learning-based autonomous vehicle (AV) and Advanced Driver Assistance Systems (ADAS), there is a need to label complex multi-modal data from scratch, including synchronized LiDAR, RADAR, and multi-camera streams. .

Deep Learning 112

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AWS Machine Learning Blog

DECEMBER 2, 2024

These improvements are available across a wide range of SageMaker’s Deep Learning Containers (DLCs), including Large Model Inference (LMI, powered by vLLM and multiple other frameworks), Hugging Face Text Generation Inference (TGI), PyTorch (Powered by TorchServe), and NVIDIA Triton.

AI 113

AI AI AWS Machine Learning 113

Flipboard

NOVEMBER 25, 2024

To learn how to generate high-quality 3D objects from a SINGLE image , just keep reading. Jump Right To The Downloads Section Image to 3D Objects At PyImageSearch, we have shown how to create 3D objects from an array of specialized images using Neural Implicit Scene Rendering (NeRFs). Looking for the source code to this post?

Python 156

Python Deep Learning Deep Learning Computer Science 156

PyImageSearch

JANUARY 20, 2025

Course information: 86 total classes 115+ hours of on-demand code walkthrough videos Last updated: October 2024 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Download the code! Or requires a degree in computer science?

Deep Learning 113

Deep Learning Deep Learning Algorithm Computer Science 113

Data Science Blog

NOVEMBER 14, 2022

One example is the use of Deep Learning (as part of Artificial Intelligence) for image object detection. You can download the Infographic as PDF. How to speed up claims processing with automated car damage detection Download this Infographic as PDF now by clicking here! It is an realy enabler for lean management!

Deep Learning 130

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 130

insideBIGDATA

NOVEMBER 25, 2023

The full report is now available for free download. The Generative AI in the Enterprise report explores how companies use generative AI, the bottlenecks holding back adoption, and the skills gaps that should be addressed to move these technologies forward.

AI 259

AI AI Deep Learning Deep Learning 259

PyImageSearch

MAY 19, 2025

Jump Right To The Downloads Section Introduction In the previous post , we walked through the process of indexing and storing movie data in OpenSearch. If you havent already set up the project from the previous post, you can download the source code from the tutorials “Downloads” section. data queries_set_1.txt

K-nearest Neighbors 91

K-nearest Neighbors AWS Deep Learning Deep Learning 91

Data Science Blog

FEBRUARY 23, 2023

1, Data is the new oil, but labeled data might be closer to it Even though we have been in the 3rd AI boom and machine learning is showing concrete effectiveness at a commercial level, after the first two AI booms we are facing a problem: lack of labeled data or data themselves.

Supervised Learning 264

Supervised Learning Machine Learning Machine Learning Deep Learning 264

PyImageSearch

JUNE 2, 2025

Unleashed: Transforming Vision Tasks with AI : Content Moderation via Zero Shot Learning with Qwen 2.5 To learn how Qwen 2.5 Jump Right To The Downloads Section What Is Content Moderation? For this hands-on, we will evaluate the performance of zero-shot learning on validation split using Qwen 2.5 Thats not the case.

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Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 82

AWS Machine Learning Blog

DECEMBER 2, 2024

Over the past decade, advancements in deep learning have spurred a shift toward so-called global models such as DeepAR [3] and PatchTST [4]. Chronos models have been downloaded over 120 million times from Hugging Face and are available for Amazon SageMaker customers through AutoGluon-TimeSeries and Amazon SageMaker JumpStart.

Machine Learning 97

Machine Learning Machine Learning Deep Learning Deep Learning 97

Flipboard

MARCH 27, 2023

In this series, you will learn about Accelerating Deep Learning Models with PyTorch 2.0. This lesson is the 1st of a 2-part series on Accelerating Deep Learning Models with PyTorch 2.0 : What’s New in PyTorch 2.0? TorchDynamo and TorchInductor To learn what’s new in PyTorch 2.0, via its beta release.

Deep Learning 159

Deep Learning Deep Learning Python Natural Language Processing 159

PyImageSearch

APRIL 21, 2025

Jump Right To The Downloads Section Overview of Ordinary Least Squares Ordinary Least Squares (OLS) is one of the popular and widely adopted methods of estimating the unknown parameters in a linear regression model. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated?

Deep Learning 85

Deep Learning Deep Learning Python Algorithm 85

Dataconomy

MARCH 19, 2025

has become the most downloaded GPU-accelerated open-source library for communication systems, now featuring a ray tracer for radio propagation and advanced simulation capabilities. The Sionna Research Kit supports researchers in prototyping AI-RAN algorithms by enabling quick connections to 5G equipment.

AI 91

AI AI Deep Learning Deep Learning 91

AWS Machine Learning Blog

FEBRUARY 11, 2025

amazonaws.com/graphstorm:sagemaker-cpu Download and prepare datasets In this post, we use two citation datasets to demonstrate the scalability of GraphStorm. The Open Graph Benchmark (OGB) project hosts a number of graph datasets that can be used to benchmark the performance of graph learning systems. million edges.

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Towards AI

FEBRUARY 3, 2025

app downloads, DeepSeek is growing in popularity with each passing hour. DeepSeek AI is an advanced AI genomics platform that allows experts to solve complex problems using cutting-edge deep learning, neural networks, and natural language processing (NLP). With numbers estimating 46 million users and 2.6M Lets begin!

AI 121

AI AI Natural Language Processing Artificial Intelligence 121

AWS Machine Learning Blog

JANUARY 27, 2025

You use an AWS Deep Learning SageMaker framework container as the base image because it includes required dependencies such as SageMaker libraries, PyTorch, and CUDA. file Now that you have downloaded the complete inference.py file Now that you have downloaded the complete inference.py repeat(1, 1, pred.shape[-1])).detach().cpu()

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IBM Data Science in Practice

NOVEMBER 21, 2022

Leverage the Watson NLP library to build the best classification models by combining the power of classic ML, Deep Learning, and Transformed based models. In this blog, you will walk through the steps of building several ML and Deep learning-based models using the Watson NLP library. So, let’s get started with this.

Deep Learning 130

Deep Learning Deep Learning Exploratory Data Analysis ML 130

Dataconomy

JULY 7, 2023

It will be much easier to learn things on YouTube ( Image Credit ) How does Eightify AI work? Natural language processing (NLP) and deep learning are used by Eightify AI to analyze the audio and video of any YouTube video and extract the most crucial details. Here is how to use it: Download Eightify AI on Google Web Store.

Artificial Intelligence 195

Artificial Intelligence Artificial Intelligence AI AI 195

PyImageSearch

JUNE 9, 2025

Unleashed: Transforming Vision Tasks with AI : Content Moderation via Zero Shot Learning with Qwen 2.5 To learn how Qwen 2.5 Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Download the code! This lesson is the 2nd in a 3-part series on Qwen 2.5

Deep Learning 52

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 52

Hacker News

OCTOBER 11, 2024

Teens gleefully downloaded Britney Spears and Eminem on Napster. Deep learning — a software model that relies on billions of neurons and trillions of connections — requires immense computational power. In 1999, fans lined up at Blockbuster to rent chunky VHS tapes of The Matrix.

AI 182

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AWS Machine Learning Blog

DECEMBER 16, 2024

This feature eliminates one of the major bottlenecks in deployment scaling by pre-caching container images, removing the need for time-consuming downloads when adding new instances. Lokeshwaran Ravi is a Senior Deep Learning Compiler Engineer at AWS, specializing in ML optimization, model acceleration, and AI security.

AWS 104

AWS ML ML Python 104

Flipboard

MAY 5, 2025

Jump Right To The Downloads Section Introduction What Is AWS OpenSearch? Course information: 86+ total classes 115+ hours hours of on-demand code walkthrough videos Last updated: May 2025 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning.

AWS 119

AWS Clustering Deep Learning Deep Learning 119

PyImageSearch

APRIL 7, 2025

Jump Right To The Downloads Section What Is Matrix Diagonalization? Download the Source Code and FREE 17-page Resource Guide Enter your email address below to get a.zip of the code and a FREE 17-page Resource Guide on Computer Vision, OpenCV, and Deep Learning. Download the code! Thakur, eds.,

Algorithm 108

Algorithm Deep Learning Deep Learning Python 108

PyImageSearch

FEBRUARY 6, 2023

Furthermore, this tutorial aims to develop an image classification model that can learn to classify one of the 15 vegetables (e.g., If you are a regular PyImageSearch reader and have even basic knowledge of Deep Learning in Computer Vision, then this tutorial should be easy to understand. tomato, brinjal, and bottle gourd).

Deep Learning 144

Deep Learning Deep Learning Python Data Analysis 144

AWS Machine Learning Blog

MAY 30, 2023

When an On-Demand job is launched, it goes through five phases: Starting, Downloading, Training, Uploading, and Completed. From a pricing perspective, you are charged for Downloading, Training, and Uploading phases. In this post, we discuss the Downloading and Training phases.

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AWS Machine Learning Blog

JUNE 13, 2023

In this post, we demonstrate how to deploy Falcon for applications like language understanding and automated writing assistance using large model inference deep learning containers on SageMaker. SageMaker large model inference (LMI) deep learning containers (DLCs) can help. amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118"

Deep Learning 104

Deep Learning Deep Learning AWS Machine Learning 104

Flipboard

DECEMBER 2, 2024

We import requests to send HTTP requests for downloading images from the internet. We download the image from the URL using the requests library and open it using the PIL library ( Image.open() ). stream=True ensures that the file is streamed in memory rather than downloaded fully before opening. That’s not the case.

Deep Learning 148

Deep Learning Deep Learning Computer Science Computer Science 148

PyImageSearch

OCTOBER 28, 2024

One day, I was looking for an email idea while writing my daily self-driving car newsletter , when I was suddenly caught by the news: Tesla had released a new FSD12 model based on End-to-End Learning. And it was because not only was the new model fully based on Deep Learning, but it also effectively removed 300,000 lines of code.

Deep Learning 109

Deep Learning Deep Learning Algorithm Computer Science 109