Categories: AI/ML Research

Machine Learning in OpenCV (7-Day Mini-Course)

Machine learning is an amazing tool for many tasks. OpenCV is a great library for manipulating images. It would be great if we can put them together. In this 7-part crash course, you will learn from examples how to make use of machine learning and the image processing API from OpenCV to accomplish some goals. […]

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A Gentle Introduction to OpenCV: An Open Source Library for Computer Vision and Machine Learning

If you are interested in working with images and video and would like to introduce machine learning into your computer vision applications, then OpenCV is a library that you will need to get hold of. OpenCV is a huge open source library that can interface with various programming languages, including…

October 22, 2023

In "AI/ML Research"

Image Datasets for Practicing Machine Learning in OpenCV

At the very start of your machine learning journey, making use of publicly available datasets alleviates the worry of having to create the datasets yourself, and rather lets you focus on learning to use the machine learning algorithms. It also helps if the datasets are moderately sized and do not…

November 16, 2023

In "AI/ML Research"

Image Vector Representation for Machine Learning Using OpenCV

One of the pre-processing steps that are often carried out on images before feeding them into a machine learning algorithm is to convert them into a feature vector. As we will see in this tutorial, there are several advantages to converting an image into a feature vector that makes the…

November 24, 2023

In "AI/ML Research"

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Tags: AI/ML Techniquesresearch

2 years ago

Using depth maps and weight noising to get better character LoRAs

A few weeks ago I introduced a new method for training style LoRAs which has…

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AI/ML Research

The Statistics of Token Selection: Logits, Temperature, and Top-P Walkthrough

When large language models, or LLMs for short, produce outputs, several criteria are at stake,…

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FAANG

Process financial documents using Amazon Bedrock Data Automation

Financial institutions process thousands of documents daily, including tax forms, loan statements, and purchase orders.…

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FAANG

Introducing Google AI Threat Defense to help you outpace the adversary

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