Generative Data Intelligence

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Real-Time Object Detection Inference in Python with YOLOv7

IntroductionObject detection is a large field in computer vision, and one of the more important applications of computer vision "in the wild". Object detection isn't...

How to Force Update a React Component

IntroductionIn this article we'll show you how to force update a component in React.js. More specifically, we'll be giving a brief introduction to React...

Object Detection Inference in Python with YOLOv5 and PyTorch

IntroductionObject detection is a large field in computer vision, and one of the more important applications of computer vision "in the wild". On one...

Don’t Use Flatten() – Global Pooling for CNNs with TensorFlow and Keras

Most practitioners, while first learning about Convolutional Neural Network (CNN) architectures - learn that it's comprised of three basic segments: Convolutional Layers Pooling Layers Fully-Connected Layers Most resources...

What is ‘from_logits=True’ in Keras/TensorFlow Loss Functions?

Deep Learning frameworks like Keras lower the barrier to entry for the masses and democratize the development of DL models to unexperienced folk, who...

Big O Notation and Algorithm Analysis with Python Examples

IntroductionThere are usually multiple ways to solve the problem using a computer program. For instance, there are several ways to sort items in an...

Guide to the K-Nearest Neighbors Algorithm in Python and Scikit-Learn

IntroductionThe K-nearest Neighbors (KNN) algorithm is a type of supervised machine learning algorithm used for classification, regression as well as outlier detection. It is...

Object Detection and Instance Segmentation in Python with Detectron2

IntroductionObject detection is a large field in computer vision, and one of the more important applications of computer vision "in the wild". On one...

RetinaNet Object Detection with PyTorch and torchvision

IntroductionObject detection is a large field in computer vision, and one of the more important applications of computer vision "in the wild". On one...

Transformer Token and Position Embedding with Keras

IntroductionThere are plenty of guides explaining how transformers work, and for building an intuition on a key element of them - token and position...

Get Query String Values in JavaScript

In a URL, query string values often provide information about the request, like parameters for a search or the ID of an object you're...

Git: Modify an Existing Commit Message

Mistakes are common, we all make them. That's why they put erasers on pencils. And this is no different with tools like Git. While...

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