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
Read MoreTags: Computer Vision, Object Detection, OpenCV, Streamlit
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
Read MoreTags: Agriculture, Computer Vision, Deep Learning, Image Segmentation
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
Read MoreTags: Computer Vision, Deep Learning, Edge, Neural Networks
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
Read MoreTags: Computer Vision, Image Preprocessing, Object Detection
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
Read MoreTags: Computer Vision, Image Preprocessing, Object Detection