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OpenCV-Python Cheat Sheet: From Importing Images to Face Detection
What is OpenCV-Python? OpenCV is an open source computer vision and machine learning library. It has 2500+ optimized algorithms—a comprehensive…
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Understanding Hold-Out Methods for Training Machine Learning Models
During the evaluation of machine learning (ML) models, the following question might arise: Is this model the best one available…
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First Step to Object Detection Algorithms
Photo by Brecht Denil on Unsplash Object detection is a field of computer vision used to identify and position objects…
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How to Make Your Machine Learning Models Robust to Outliers
According to Wikipedia, an outlier is an observation point that is distant from other observations. This definition is vague because…
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Spam Filtering Using Bag-of-Words
Photo by Daniel Minárik on Unsplash In this post, we’re going to employ one simple natural language processing (NLP) algorithm…
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An Intro Tutorial for Implementing Long Short-Term Memory Networks (LSTM)
Human thoughts are persistent, and this enables us to understand patterns, which in turn gives us the ability to predict…
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7 Steps to Become a Machine Learning Engineer
Image source Building successful data science projects is not straightforward and sometimes it can turn into a nightmare. There are…
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Deep Learning Has a Size Problem
The following is an adaptation of two talks I recently gave at the O’Reilly AI Conference and DroidCon in London.…
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Introducing YOLO-NAS: A New State-of-the-Art for Object Detection
YOLO models are famous for two main reasons: The first version of YOLO was introduced in 2016 and changed how…
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NLP for Text-to-Image Generators: Prompt Analysis [Part 1]
Art by DALL-E 2 Text-to-image generators are currently a red hot topic in the field of AI art. With them,…