PyImageSearch

NOVEMBER 13, 2023

This discussion of Faster R-CNN building blocks will help you understand the core algorithm, how it works, and how end-to-end deep learning object detection is possible. Home Table of Contents Faster R-CNNs Object Detection and Deep Learning Measuring Object Detector Performance From Where Do the Ground-Truth Examples Come?

Deep Learning 120

Deep Learning Deep Learning Algorithm Support Vector Machines 120

Alation

APRIL 26, 2021

For example, the term “revenue” to the sales department may include gift cards, but to the finance department it excludes gift cards. Do you ever wonder why the number of customers differs between two reports? I’m going to assume the answer is “yes.” And you are not alone. What is a data dictionary? Who benefits from a data dictionary?

Database 52

Database Machine Learning Machine Learning Database Administration 52

AWS Machine Learning Blog

JANUARY 25, 2023

This process, called upscaling , can be applied to both real images and images generated by text-to-image Stable Diffusion models. This process, called upscaling , can be applied to both real images and images generated by text-to-image Stable Diffusion models. On the right is the image generated by the model.

Deep Learning 72

Deep Learning Deep Learning Python Natural Language Processing 72

ML @ CMU

MAY 12, 2023

TL;DR: We study the use of differential privacy in personalized, cross-silo federated learning ( NeurIPS’22 ), explain how these insights led us to develop a 1st place solution in the US/UK Privacy-Enhancing Technologies (PETs) Prize Challenge , and share challenges and lessons learned along the way. In Part 1.1,

Data Silos 130

Data Silos Algorithm ML ML 130

PyImageSearch

AUGUST 14, 2023

related-product recommendations, repeat purchase recommendations, and search recommendations) and how they work behind the scenes. Figure 2 illustrates a product graph where green and blue edges represent co-purchase and co-view edges. Over the past decade, Amazon has become the first place to look for any product we want.

Deep Learning 98

Deep Learning Deep Learning Algorithm Computer Science 98

Tableau

NOVEMBER 16, 2022

It doesn’t have to end with this year either—you can even look at your lifetime streaming patterns and see how your music taste has evolved. If you’re hooked and ready to see how many times you’ve streamed Taylor Swift’s Anti-Hero or Rihanna’s first release in 6 years, keep reading. Colored green. Ateken Abla. November 19, 2022.

Tableau 97

Tableau Data Visualization Analytics Analytics 97

Tableau

NOVEMBER 16, 2022

It doesn’t have to end with this year either—you can even look at your lifetime streaming patterns and see how your music taste has evolved. If you’re hooked and ready to see how many times you’ve streamed Taylor Swift’s Anti-Hero or Rihanna’s first release in 6 years, keep reading. Colored green. Ateken Abla. November 19, 2022.

Tableau 94

Tableau Data Visualization Analytics Analytics 94

phData

AUGUST 23, 2023

When you drag it in the Colors section of the Marks card, you can color the selected and deselected values. Doing that will result in something like this: To color the Sales and Profit, you can just simply drag Measure Names to Color in the All Marks card. Alternatively, you can also use the dataset on the WOW challenge link.

Tableau 52

Tableau 52

PyImageSearch

JULY 17, 2023

Home Table of Contents Implementing a Convolutional Autoencoder with PyTorch Configuring Your Development Environment Need Help Configuring Your Development Environment? We will then explore different testing situations (e.g., We’re about to dive deep into this tutorial. But first things first — you’ll need to access our dataset.

Deep Learning 98

Deep Learning Deep Learning Python Machine Learning 98

Hacker News

FEBRUARY 2, 2023

How Did We Get Here? This is part 2 in a 3-part series about the Second Law: 1. Computational Foundations for the Second Law of Thermodynamics (forthcoming) 2. A 50-Year Quest: My Personal Journey with the Second Law of Thermodynamics 3. It all started when I was 12 years old. For a couple of months I didn’t look seriously at the book.

Machine Learning 164

Machine Learning Machine Learning Algorithm Analytics 164

PyImageSearch

SEPTEMBER 11, 2023

Furthermore, you will learn how SAM can be used for making segmentation predictions in real-time and how you can integrate it with your own computer vision projects. To learn how to use SAM in your own projects, just keep reading. Looking for the source code to this post?

AI 117

AI AI Deep Learning Deep Learning 117

PyImageSearch

JULY 3, 2023

The Internet has revolutionized how we consume television through Over-the-Top (OTT) content streaming platforms like Netflix, Amazon Prime, Disney, HBO, etc. This lesson will cover several aspects of Netflix recommendations and how they work behind the scenes. Therefore, everything you see on Netflix is a recommendation.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

Snorkel AI

MARCH 2, 2023

Today we’re going to be talking essentially about how responsible generative-AI-model adoption can happen at the enterprise level, and what are some of the promises and compromises we face. Below follows a transcript of his talk, lightly edited for readability. Hope you can all hear me well. What are the promises?

Machine Learning 52

Machine Learning Machine Learning Data Preparation AI 52

Snorkel AI

MARCH 2, 2023

Today we’re going to be talking essentially about how responsible generative-AI-model adoption can happen at the enterprise level, and what are some of the promises and compromises we face. Below follows a transcript of his talk, lightly edited for readability. Hope you can all hear me well. What are the promises?

Machine Learning 52

Machine Learning Machine Learning Data Preparation AI 52

AWS Machine Learning Blog

FEBRUARY 27, 2023

You can learn more about measuring bias with metrics from Amazon SageMaker Clarify at Learn how Amazon SageMaker Clarify helps detect bias. In this blog we show you how to automatically tune a ML model with Amazon SageMaker AMT for both accuracy and fairness objectives by creating a single combined metric.

ML 78

ML ML AWS Machine Learning 78

Flipboard

AUGUST 21, 2023

This lesson is the 3rd in our series on OAK 102 : Training the YOLOv8 Object Detector for OAK-D Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time People Counter on OAK (this tutorial) To learn how to implement and run people counting on OAK, just keep reading. Project Structure What Is a Script Node in DepthAI?

Python 88

Python Deep Learning Deep Learning Algorithm 88

PyImageSearch

MARCH 13, 2023

Transformers Ecosystem How to Train an Instance Segmentation Model with MaskFormer? Transformer s In this tutorial, we will learn how to train MaskFormer on a Colab Notebook to perform panoptic segmentation. Table of Contents Train a MaskFormer Segmentation Model with Hugging Face ? We will use the ?Transformers Evaluate library.

Deep Learning 117

Deep Learning Deep Learning Python Computer Science 117

PyImageSearch

JULY 24, 2023

To learn how to navigate the Keras Core library, just keep reading. But the only difference is, you are not limited to just Iron Man suits, but also Batman, Green Lantern, and Blue Beetle … you get the point. However, read on if you are interested in recapping Keras and understanding how keras_core came to be.

Deep Learning 98

Deep Learning Deep Learning Machine Learning Machine Learning 98

learn data science

SEPTEMBER 3, 2020

I’m super excited to announce Exploratory v6.1! ??? There are 3 main areas of focus for this release. We have upgraded the core UI framework. This will allow us to improve the UI & UX at later releases. Second, Performance. We have switched the data storage file from RDS (R’s binary data format) to Parquet. Here’s a quick rundown. Now, with v6.1

SQL 52

SQL Data Wrangling Data Science Analytics 52

PyImageSearch

DECEMBER 25, 2023

In this tutorial, you will learn how to start with Generative AI Studio inside Google Cloud. To learn how to get started with the Generative AI studio inside Google Cloud Console, just keep reading. These tools allow you to experiment with Bard’s power directly, tinkering with its parameters and seeing how it responds.

Deep Learning 116

Deep Learning Deep Learning AI AI 116

Flipboard

AUGUST 1, 2023

Independent regulators like the Federal Trade Commission have been going public to outline how they plan to approach the technology. Simone Virgini for Vox ChatGPT, Midjourney, and other tools are forcing Biden and Congress to take AI seriously. AI is getting seriously good. And the federal government is finally getting serious about AI.

AI 119

AI AI Artificial Intelligence Artificial Intelligence 119