Visualizing Pathologies in Ultrasound Images Using OpenCV and Streamlit
July 1st, 2021

In this article, we guide you in a step-by-step tutorial to use OpenCV and Streamlit to detect pathologies in ultrasound images. Within an interactive Streamlit application that takes the image and mask generated from a model as input and gives us the bounded box, mask

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How to Build a 2021 Data Science Portfolio That Gets You a Top Job
April 26th, 2021

  11 proven Do’s and Don’ts you need to know to build your data science portfolio (+ How to create a LinkedIn Page to showcase your portfolio)   Author: Juber Rahman, Senior Data Scientist FedX, and Rosana de Oliveira Gomes   Standing out from

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Object Detection for Equirectangular Projections
April 23rd, 2021

Applying commonly available Machine Learning-driven object detection frameworks to equirectangular projections images.   Author: Parit Mehta   What is a Panorama? Imagine boarding a ferry to a picturesque island with a beautiful view of the ocean from the top of a

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Learning OpenCV from Scratch to Build a Pedestrian Detector
April 10th, 2021

Introduction to OpenCV, its applications, basics of image processing, Pedestrian Detector, and YOLO detector   By Rutuja Kawade   In my childhood days, I used to often think about how the photo editing apps came to know where exactly the hair or the lips are p

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Detecting Weeds Through YolactEdge Instance Segmentation to Support Smart Farming
March 24th, 2021

By Thomas Joseph, Marjan Ghobadian Introduction In order to reach the precise classification and location of crop and weeds for smart farming, several methods such as instance and semantic segmentation are applied. The target is to reach not only high accuracy regarding

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