Deep Learning with Yacine on MSN

Deep neural network from scratch in Python – fully connected feedforward tutorial

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...
IEEE

LightUNetFault3D: A Lightweight U-Net for 3-D Seismic Fault Detection

Abstract: In seismic data interpretation, accurate delineation of faults is crucial for subsurface hydrocarbon resource exploration and production. Traditional manual interpretation is time-consuming, ...
GitHub

Learn PyTorch for Deep Learning

00 - PyTorch Fundamentals Many fundamental PyTorch operations used for deep learning and neural networks. Go to exercises & extra-curriculum Go to slides 01 - PyTorch Workflow Provides an outline for ...
GitHub

U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

1 School of Biomedical Engineering, University of Science and Technology of China 2 Suzhou Institute for Advanced Research, University of Science and Technology of China Over the past decade, U-Net ...
IEEE

Double-Bridge Jump Connection U-Net for Infrared Small-Target Detection

Abstract: The detection of small targets from infrared images with a low signal-to-noise ratio and complex backgrounds has important practical significance in applications such as maritime rescue and ...