GitHub topics: u-net-pytorch

Repositories

LinsamYoung/Semantic_Segmentation

基于ResNet改进U-Net，融合注意力机制和ASPP模块，实现多类别语义分割。

Language: Jupyter Notebook - Size: 310 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Shojiyao12/GroceryNet_WebApplication

A GroceryNet application built using Streamlit for the classification and segmentation of grocery product images. The system leverages a multicolor dual-input CNN model with parallel U-Net architecture and pre-trained ResNeXt50_32x4d encoders. It uses the Hierarchical Grocery Store Dataset for training and evaluation.

Language: Python - Size: 139 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

rmsandu/FFHQ-detect-face-wrinkles

Train a U-net model for pixel-wise segmentation of facial wrinkles. Based on FFHQ dataset.

Language: Python - Size: 49.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

AuroraLHT/rhana

crystal structure analysis with RHEED and ML

Language: Jupyter Notebook - Size: 71.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

musfiquejim/EnACP-A-Hybrid-Machine-Learning-Framework-for-Detecting-Anticancer-Peptides

EnACP: একটি Ensemble Learning মডেল যা অ্যান্টিক্যান্সার পেপটাইড সনাক্তকরণের জন্য ব্যবহৃত হয়।

Language: Shell - Size: 2.78 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

bereketeshete/U-NET-for-Super-Resolution-of-Microscopy-Images

Utilizing U-NET deep-learning to deconvolve Structured Illumination Microscopy (SIM) Images. A clean and concise python implemenation.

Language: Jupyter Notebook - Size: 7.65 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

saranshhalwai/ImageColouriser

Takes a black and white image, and converts it into a colour image. Based on the U-net model.

Language: Python - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

CodeKnight314/UNet-Image-Denoising

Standard U-Net based image denoising on COCO Dataset

Language: Python - Size: 1.09 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

JohannesBroens/Automatic-Satelitte-Island-Discovery

Project outside of course scope at (BSc) Machine Learning and Data Science education programme. Colab between NGI and DIKU at University of Copenhagen.

Language: Jupyter Notebook - Size: 137 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sraashis/retinal-fundus-transfer

An example of easytorch implementation on retinal vessel segmentation.

Language: Python - Size: 101 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 5

Hadley-Dixon/MicroscopyImages

Machine learning algorithm that identifies how many cells appear in a given microscopy image with a corresponding segmentation mask

Language: Python - Size: 5.33 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Lalasa1234/WaterBody_SemanticSegmentation

Semantically segments the water body from satellite imagery

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Lawrence-Leung/YogurtNet

Entries for the 2023 5th National College Student Integrated Circuit EDA Elite Challenge. SoC chip physical layout static IR drop prediction project based on methods such as image processing and NLP unsupervised learning.

Language: Python - Size: 632 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1

ErfanFathi/prostate-segmentation-unet

Prostate Segmentation using U-Net Model

Language: Jupyter Notebook - Size: 946 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

finallyupper/pytorch-U-Net

Implementation of U-Net in Pytorch on Cityscapes Dataset

Language: Python - Size: 5.14 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

lxaw/mamba-tumor-seg

Segmentation of cancerous tumors using Mamba. Code, resources, and paper provided. We manage to make a small (42k param) model that can segment pretty well.

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

ruchapendharkar/Segmentation-using-Deep-Networks

This project explores the application of the U-Net convolutional neural network architecture for the task of aerial image segmentation of the Dubai landscape.

Language: Python - Size: 8.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PrasunDatta/Multimodal-Brain-Tumor-Segmenatation-BraTS-2020

This research work basically highlights my undergrad thesis works. In my thesis, I have worked on the BraTS 2020 dataset. My total journey of thesis from building various models to writing paper is presented here.

Language: Jupyter Notebook - Size: 32.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Jewelry-x/Modular-U-Net

Modular PyTorch U-Net model

Language: Python - Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

iMED-Lab/RE-Net

3D cerebrovascular volume segmentation in Pytorch.

Language: Python - Size: 45.9 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 5

mehta-lab/microDL 📦

3D virtual staining with 2D and 2.5D U-Nets

Language: Jupyter Notebook - Size: 171 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 7

Related Keywords

u-net-pytorch 35 pytorch 11 u-net 8 deep-learning 7 semantic-segmentation 5 machine-learning 5 cnn 5 python 4 medical-imaging 4 image-segmentation 4 segmentation 3 segmentation-models 2 convolutional-neural-networks 2 numpy 2 data-visualization 2 computer-vision 2 aspp 1 3d-unet 1 mil 1 crc 1 mamba-image-segmentation 1 mamba-model 1 virtual-staining 1 u-net-keras 1 mamba-segment 1 polarization 1 phase 1 mamba-state-space-models 1 label-free 1 re-net 1 medical 1 cerebrovascular 1 segment 1 segmentation-datasets 1 3d-segmentation 1 segmentation-models-pytorch 1 medical-image-segmentation 1 tumor-segmentation 1 u-mamba 1 machinelearning-python 1 feature-rich 1 customizable 1 transformer-architecture 1 encoder-decoder-architecture 1 attention-gates 1 unet-3d 1 image-synthesis 1 paper-implementations 1 image-registration 1 terrain-relative-navigation 1 ensemble 1 land-cover-classification 1 nicfi 1 planetscope 1 random-forest 1 tanzania 1 aerial-imagery 1 building-detection 1 roadnetworks 1 flask-application 1 raspberry-pi 1 colorization 1 image-colorization 1 unet-image-segmentation 1 unet-pytorch 1 unet-segmentation 1 segnet-pytorch 1 neural-network 1 research-project 1 u-net-plus-plus 1 data-analysis 1 nibabel 1 pydicom 1 artificial-intelligence 1 ddpm 1 denoising-diffision-probabalistic-models 1 diffusion 1 diffusion-models 1 generative-model 1 image-generation 1 ai 1 cnn-classification 1 densenet 1 inceptionv3 1 matplotlib-pyplot 1 pandas 1 randomforestclassifier 1 randomforestregressor 1 restnet 1 sklearn 1 vgg16 1 vgg19 1 deeplearning 1 super-resolution 1 generative-adversarial-network 1 denoising 1 attention 1 resnet-34 1 semanticsegmentation 1 grocery-store 1

GitHub topics: u-net-pytorch

mehta-lab/microDL 📦

arrafi-musabbir/3D-Universal-U-Net-for-Multi-Domain-Medical-Image-Segmentation Fork of huangmozhilv/u2net_torch

SylwiaNowakowska/Hippocampus_Segmentation_for_Alzheimer-s_Progression Fork of udacity/nd320-c3-3d-imaging-starter