In the age of decentralized data, Federated Learning provides a path to train models effectively without the need to share raw data. It draws inspiration from the paper Communication-Efficient Learning of Deep Networks from Decentralized Data. By the end of this...
Online Continual Learning is an innovative approach in artificial intelligence that allows models to learn iteratively from incoming data streams without losing previous knowledge. In this guide, we’ll walk through setting up a project that uses Online...
An Interactive Semi-Automatic Annotation Tool Based on Segment Anything 中文 [English] Our tool enables interactive use of segment anything for rapid image segmentation with low RAM requirements (optional bf16 mode). Demo Video: YouTube Features and Installation Please...
Are you venturing into the intricate world of audio signal processing? Would you like to harness a powerful tool that allows you to extract features, classify audio, and perform segmentation? Look no further than the pyAudioAnalysis Python library! This guide will...
The Geometric Transformer is a cutting-edge method for point cloud registration, a crucial task in the realm of 3D computer vision. Whether you are a researcher looking to validate this paper or a developer keen to replicate its results, this guide will walk you...
DeepMind Lab is an innovative 3D learning environment designed for challenging navigation and puzzle-solving tasks. It acts as a testing ground for research in artificial intelligence, primarily focusing on deep reinforcement learning. In this blog, we will guide you...
What is DeepResearch? DeepResearch is an extensive repository of innovative algorithms focusing on **Machine Learning**, **Deep Learning**, **Natural Language Processing**, and **Computer Vision**. This platform makes learning accessible, providing tutorials, paper...
Welcome to the enchanting world of active learning! If you've ever faced the daunting task of managing vast amounts of unlabeled data, modAL is here to rescue you. This powerful framework, designed for Python3, allows you to create active learning workflows with...
From Zero to HERO Out of intense complexities, intense simplicities emerge. - Winston Churchill Contents Welcome to the course Lectures Wanna contribute? Let's connect! Welcome to the Course Welcome to my step-by-step hands-on course that will take you from basic...
