Deep Learning with Yacine on MSN

Gradient descent from scratch in Python – step by step tutorial

Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
Deep Learning with Yacine on MSN

Adadelta optimizer explained – Python tutorial for beginners & pros

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
IEEE

VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data

Abstract: Ground penetrating radar (GPR) is a subsurface sensing technology extensively utilized in various applications. However, the inhomogeneous distribution of the subsurface medium results in a ...
IEEE

Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing Segmentation

Abstract: High-resolution remote sensing (HRS) semantic segmentation extracts key objects from high-resolution coverage areas. However, objects of the same category within HRS images generally show ...
GitHub

Deep Learning ResNet for Binary Classification

The dataset used for this project is stored in a CSV file (data.csv). It is split into training and validation sets for model training and evaluation. This script initializes the ResNet model, ...
GitHub

Python Learning Roadmap in 30 Days

Welcome to the Python Learning Roadmap in 30 Days! This project is designed to guide you through a structured 30-day journey to learn the Python programming language from scratch and master its ...