3D Object Detection: Detect Vehicles in Panoramic Images
April 23rd, 2021

Applying commonly available Machine Learning-driven object detection frameworks to Panoramic images. 3D object detection steps, code and Mathematics behind it. And how to detect vehicles in traffic images, to increase road safety and prevent road accidents.   Author:

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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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Through The Looking Glass: A Deep-Dive Into an Omdena Challenge
April 2nd, 2021

Wondering what it’s like to work on an Omdena challenge? Are you unsure of how you will be able to contribute? Don’t worry! Just walk through the looking glass (this article 😄) to enter the amazing world of collaboration and learning.   By Sneha Bahl  

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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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Object Detection for Preventing Road Crashes and Saving Lives
March 9th, 2021

A team of 31 Omdena collaborators leveraged various AI techniques like object detection to help assess road crash risk at scale. The team applied labeling, object detection, CNNs, and various regression techniques to provide features for road safety estimation on roads

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