Using AI for Stress Recognition in Modern Day Office
July 27th, 2021

In this article, we will be addressing one of the most significant modern society problems, which is work stress. A lot of people have talked and are still talking about this, but you know we like to tackle things differently here. So we will be using Machine Learning m

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Anomaly Detection in Clinical Data to Increase Drug Safety
July 20th, 2021

Join me in a walkthrough of my positive journey in collaborative learning, by joining Omdena’s real-world challenges. How I went through a complete life cycle of machine learning projects in an impact cause like analyzing and detecting anomalies in cancer clinical

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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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Using Causal Inference: How Can AI Help People Slow Their Aging Down
June 16th, 2021

In this article, Omdena’s team uses Causal Inference, a powerful modeling tool for explanatory analysis, on multivariate observational datasets and Machine Learning, to predict the exact “path” of actions or set of daily actions introduced into oneR

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Deploy a Model Using Docker as Endpoint and Pathology Mobile App
May 14th, 2021

The article shows steps for deploying a model with flask, creating a Docker container so that it can be easily deployed in the cloud, and creating an offline pathology mobile app so that it can be used in places without an internet connection like Africa. Check the mobi

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Harnessing AI and Open Source Satellite Imagery to Address Global Problems
March 1st, 2021

Omdena successfully combines AI and ML methodologies with open source, low resolution satellite imagery to create actionable solutions for powerful insights.   Introduction Every day, millions of images are captured from space by an ever-growing number of satellite

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