GitHub

U-Net: Semantic segmentation with PyTorch

Customized implementation of the U-Net in PyTorch for Kaggle's Carvana Image Masking Challenge from high definition images. This model was trained from scratch with 5k images and scored a Dice ...
GitHub

Computer Vision Pretrained Models

What is pre-trained Model? A pre-trained model is a model created by some one else to solve a similar problem. Instead of building a model from scratch to solve a similar problem, we can use the model ...
Scientific Research Publishing

AI Large Language Model-Driven Pedagogical Reform and Practice for the Python Programming Course: A Case Study in the Electronic Information Engineering Program ()

This paper explores the integration of Artificial Intelligence (AI) large language models to empower the Python programming course for junior undergraduate students in the electronic information ...
IEEE

Research on a Multiscale U-Net Lung Nodule Segmentation Model Based on Edge Perception and 3D Attention Mechanism Improvement

Abstract: Lung nodule semantic segmentation using deep learning has achieved good results. However, problems such as information loss on lesion edges, boundary segmentation blurring, lung nodule ...
C&EN

RamanSPy: An Open-Source Python Package for Integrative Raman Spectroscopy Data Analysis

Department of Computing & UKRI Centre for Doctoral Training in AI for Healthcare, Imperial College London, London SW7 2AZ, United Kingdom Department of Materials, Department of Bioengineering & ...
IEEE

Reduced U-Net Architecture for Classifying Crop and Weed using Pixel-wise Segmentation

Abstract: Agriculture is the backbone of our country. To support the increasing human population by 2050, the agricultural production must be doubled. The factors that affect the growth of the crops ...