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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Deep Learning Pipeline for Image Segmentation & Laser Weed Removal
May 20th, 2021

  A Crop vs Weed Segmentation on the edge pipeline, in order to improve the model performance that identifies weed from crops in images, we used different image segmentation techniques. Here we present a walkthrough of the preprocessing and pipelining for the Semantic

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Optimization of Edge based Inference Pipeline for Weed Control
May 7th, 2021

  This article captures, the optimizations explored for the AI-enabled edge-based weed controller on Nvidia Jetson Xavier AGX. The experiments include TensorRT quantization, calibrations, benchmarking of inference pipeline based on YolactEdge, Bonnetal models, and

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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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