Sketches in Computer Vision
Photo by Goashape on Unsplash Visual understanding of the real world is the primary goal of any computer vision system,…
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…
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…
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…
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…
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…
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…