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!

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insideBIGDATA

DECEMBER 16, 2023

Lightning AI, the company behind PyTorch Lightning, with over 91 million downloads, announced the introduction of Lightning AI Studios, the culmination of 3 years of research into the next generation development paradigm for the age of AI.

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Towards AI

NOVEMBER 6, 2024

But how can we harness machine learning for something as niche as rice classification? Well, this is where PyTorch, a powerful deep learning library, steps in. If you have a Kaggle account, you can directly import datasets into your notebook without downloading them locally.

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Heartbeat

JULY 25, 2023

Introduction When it comes to practicing deep learning at home vs. industry, there’s a huge disconnect. TensorFlow itself comes with the Dataset API that allows you to simply download and train data with just a couple of lines of code. And is that system in a completely different framework or programming language?

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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.

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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.

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PyImageSearch

OCTOBER 14, 2024

This is an idea many Computer Vision Engineers totally miss — because they’re so focused on image processing, Deep Learning, and OpenCV that they forget to take the time to understand cameras, geometry, calibration, and everything that really draws the line between a beginner Computer Vision Engineer, and an Intermediate one.

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Dataconomy

AUGUST 15, 2024

Stable Diffusion is a deep-learning model that generates high-quality images based on text prompts. You can download it from the official Python website. Code: pip install torch torchvision torchaudio pip install diffusers transformers Download Stable Diffusion : Clone the Stable Diffusion repository and set it up.

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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.

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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.

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Pickl AI

OCTOBER 16, 2024

Summary: TensorFlow is an open-source Deep Learning framework that facilitates creating and deploying Machine Learning models. Its flexible architecture allows efficient computation across CPUs, GPUs, and TPUs, accelerating Deep Learning tasks. It’s an open-source Deep Learning framework developed by Google.

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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.

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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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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.

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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"

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Mlearning.ai

JANUARY 27, 2023

Save this blog for comprehensive resources for computer vision Source: appen Working in computer vision and deep learning is fantastic because, after every few months, someone comes up with something crazy that completely changes your perspective on what is feasible. A dataset is a group of samples (in this case, photos or videos).

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PyImageSearch

JANUARY 1, 2024

pathlib and textwrap are for file and text manipulation, google.generativeai (aliased as genai ) is the main module for AI functionalities, and PIL.Image and urllib.request are for handling and downloading images. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated?

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PyImageSearch

NOVEMBER 18, 2024

Jump Right To The Downloads Section Understanding Network Intrusion and the Role of Anomaly Detection Imagine a scenario where a large financial institution suddenly notices an unusual spike in network traffic late at night. To start, we will first download and unzip our dataset files in the system. That’s not the case.

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PyImageSearch

SEPTEMBER 30, 2024

Course information: 84 total classes • 114+ hours of on-demand code walkthrough videos • Last updated: February 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! That’s not the case. Sharma, eds.,

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IBM Data Science in Practice

APRIL 9, 2024

Instead, we use pre-trained deep learning models like VGG or ResNet to extract feature vectors from the images. Image retrieval search architecture The architecture follows a typical machine learning workflow for image retrieval. You can follow command below to download the data. Building the Image Search Pipeline 1.

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AWS Machine Learning Blog

JUNE 6, 2023

This post further walks through a step-by-step implementation of fine-tuning a RoBERTa (Robustly Optimized BERT Pretraining Approach) model for sentiment analysis using AWS Deep Learning AMIs (AWS DLAMI) and AWS Deep Learning Containers (DLCs) on Amazon Elastic Compute Cloud (Amazon EC2 p4d.24xlarge)

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PyImageSearch

MAY 8, 2023

What is the reason for such injustice, and how can we exploit that in machine learning? To learn how to understand and correctly interpret causality, just keep reading. Jump Right To The Downloads Section Introduction to Causality in Machine Learning So, what does causal inference mean? Let’s find out.

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Explosion

OCTOBER 18, 2016

The custom pipelines are particularly exciting, because they let you hook your own deep learning models into spaCy. In this tutorial, we’ll be using Keras , as it’s the most popular deep learning library for Python. Of course, operating on single documents is inefficient, especially for deep learning models.

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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.

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PyImageSearch

FEBRUARY 20, 2023

Jump Right To The Downloads Section Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Introduction As deep learning practitioners, it can be tough to keep up with all the new developments. Automatic Differentiation is at the very heart of Deep Learning.

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PyImageSearch

OCTOBER 21, 2024

To download our dataset and set up our environment, we will install the following packages. To download our dataset and set up our environment, we will install the following packages. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Thakur, eds.,

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AWS Machine Learning Blog

OCTOBER 5, 2023

First, download the Llama 2 model and training datasets and preprocess them using the Llama 2 tokenizer. For detailed guidance of downloading models and the argument of the preprocessing script, refer to Download LlamaV2 dataset and tokenizer. He focuses on developing scalable machine learning algorithms.

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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.

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Flipboard

SEPTEMBER 4, 2023

These images also support interfacing with the GPU, meaning you can leverage it for training your Deep Learning networks written in TensorFlow. Download the RPM (Red Hat Package Management system) file for Docker Desktop ( Note: This link may change in the future. Follow along! To get the latest link, please look here.)

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Dataconomy

JULY 19, 2023

Download the official #CharacterAI Mobile App for ???? makes use of sophisticated linguistic models and cutting-edge deep learning. It is very easy to download and use. Tap “Download” or “Get.” Tap “Download” or “Get.” on iOS and Android. ???: link] ???????:

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AWS Machine Learning Blog

FEBRUARY 20, 2024

Download the model and its components WhisperX is a system that includes multiple models for transcription, forced alignment, and diarization. For smooth SageMaker operation without the need to fetch model artifacts during inference, it’s essential to pre-download all model artifacts. __dict__[WAV2VEC2_MODEL].get_model(dl_kwargs={"model_dir":

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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. TorchDynamo and TorchInductor (primarily for developers) (this tutorial) To learn what’s behind PyTorch 2.0,

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Flipboard

JULY 31, 2023

Object detection works by using machine learning or deep learning models that learn from many examples of images with objects and their labels. In the early days of machine learning, this was often done manually, with researchers defining features (e.g., Object detection is useful for many applications (e.g.,

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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).

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PyImageSearch

MAY 22, 2023

Summary Citation Information DETR Breakdown Part 1: Introduction to DEtection TRansformers In this tutorial, we’ll learn about DETR , an end-to-end trainable deep learning architecture for object detection that utilizes a transformer block. Quiz Time! ? Looking for the source code to this post? That’s not the case.

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PyImageSearch

JANUARY 9, 2023

To learn how to develop Face Recognition applications using Siamese Networks, just keep reading. Jump Right To The Downloads Section Face Recognition with Siamese Networks, Keras, and TensorFlow Deep learning models tend to develop a bias toward the data distribution on which they have been trained. That’s not the case.

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AWS Machine Learning Blog

MAY 4, 2023

You can use ml.trn1 and ml.inf2 compatible AWS Deep Learning Containers (DLCs) for PyTorch, TensorFlow, Hugging Face, and large model inference (LMI) to easily get started. For the full list with versions, see Available Deep Learning Containers Images. petaflops of FP16/BF16 compute power.

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