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Articles tagged with #computer-vision
Introduction After successfully completing my first project on bird detection, I embarked on a new adventure in my GSoC journey—cattle detection from drone images. This project, though different in scope, posed its own set of challenges and learning ...
Introduction Over the past two weeks, I've made significant strides in improving the data quality and handling class imbalance in our object detection project. Here's a detailed look at what I've achieved and learned. New Data and Class Imbalance My ...
In this blog, I will walk you through the process using pretrained model ( YOLOv8 ) on your data to detect birds from aerial images. I'll explain how I used YOLOv8 model, starting with data preparation and moving through model training and hyperparam...
Introduction Hello! My name is Muhammed Magdy, and I am excited to share my journey as part of the Google Summer of Code (GSoC) program. I am working with Weecology on a project aimed at Advancing Bird Detection and Classification in Hand-Held Airbor...
