Projects in Awesome Lists tagged with unet-image-segmentation
A curated list of projects in awesome lists tagged with unet-image-segmentation .
https://github.com/black0017/medicalzoopytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation
Last synced: 15 May 2025
https://github.com/black0017/MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation
Last synced: 09 May 2025
https://github.com/YunYang1994/TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3
Last synced: 18 Mar 2025
https://github.com/yunyang1994/tensorflow2.0-examples
🙄 Difficult algorithm, Simple code.
convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3
Last synced: 15 May 2025
https://github.com/anilsathyan7/Portrait-Segmentation
Real-time portrait segmentation for mobile devices
android color-harmonization coral-tpu deeplab deeplearning deepstream edge-ai gpu-delegate int8-inference jetson-tx2 keras mediapipe mobilenetv2 opencv-dnn portrait-matting portrait-segmentation tensorflow tensorflow-lite tensorflowjs unet-image-segmentation
Last synced: 04 Apr 2025
https://github.com/mic-dkfz/mednext
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
convnext ct-segmentation medical-ai medical-image-analysis medical-image-segmentation medical-imaging mednext mri-segmentation transformers unet-image-segmentation
Last synced: 27 Jun 2025
https://github.com/neptune-ai/open-solution-mapping-challenge
Open solution to the Mapping Challenge :earth_americas:
competition crowdai data-science data-science-learning deep-learning kaggle lightgbm machine-learning machine-learning-lab mapping-challenge neptune pipeline pipeline-framework python satellite-imagery unet unet-image-segmentation unet-pytorch
Last synced: 05 Apr 2025
https://github.com/karolzak/keras-unet
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras
Last synced: 04 Apr 2025
https://github.com/frgfm/holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix
ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4
Last synced: 15 May 2025
https://github.com/frgfm/Holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix
ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4
Last synced: 05 Apr 2025
https://github.com/reachsumit/deep-unet-for-satellite-image-segmentation
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
deep-learning deep-neural-networks image-segmentation keras keras-tensorflow python3 unet unet-image-segmentation
Last synced: 07 Apr 2025
https://github.com/tugstugi/pytorch-saltnet
Kaggle | 9th place single model solution for TGS Salt Identification Challenge
cnn convolutional-neural-networks deep-learning kaggle-competition pytorch segmentation seismic-imaging unet unet-image-segmentation unet-pytorch
Last synced: 03 Apr 2025
https://github.com/sdsubhajitdas/brain-tumor-segmentation
Brain Tumor Segmentation done using U-Net Architecture.
brain-tumor-segmentation deep-learning image-segmentation pytorch tumor-segmentation unet unet-image-segmentation unet-pytorch
Last synced: 07 Apr 2025
https://github.com/ZFTurbo/ZF_UNET_224_Pretrained_Model
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
keras pretrained-models segmentation unet unet-image-segmentation
Last synced: 20 Apr 2025
https://github.com/zfturbo/zf_unet_224_pretrained_model
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
keras pretrained-models segmentation unet unet-image-segmentation
Last synced: 13 Apr 2025
https://github.com/nikhilroxtomar/unet-segmentation-in-keras-tensorflow
UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.
fcn keras-tensorflow segmentation-network unet-image-segmentation unet-segmentation
Last synced: 13 Apr 2025
https://github.com/fepegar/unet
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
convolutional-neural-networks deep-learning medical-imaging unet unet-image-segmentation unet-pytorch
Last synced: 06 Apr 2025
https://github.com/ashishpatel26/satellite-image-semantic-segmentation-unet-tensorflow-keras
Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock
keras-segmentation keras-semantic-segmentation semantic-segmentation tensorflow-keras tensorflow2-image-segmentation tensorflow2-unet unet unet-image-segmentation unet-keras unet-segmentation unet-tensorflow
Last synced: 14 May 2025
https://github.com/amrzhd/mriskullstripping
Developing a UNet3D model for accurate MRI skull stripping using the Calgary Campinas 359 dataset, enhancing neuroimaging preprocessing workflows.
biomedical-image-processing image-segmentation monai mri mri-images nibabel python pytorch unet unet-image-segmentation
Last synced: 07 Apr 2025
https://github.com/nikhilroxtomar/polyp-segmentation-using-unet-in-tensorflow-2.0
Implementing polyp segmentation using the U-Net and CVC-612 dataset.
cvc-612 polyp-detection semantic-segmentation unet-image-segmentation unet-tensorflow
Last synced: 14 Apr 2025
https://github.com/adityajn105/brain-tumor-segmentation-unet
Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.
dice-loss image-segmentation keras mri-images tumor-segmentation unet unet-image-segmentation
Last synced: 13 Apr 2025
https://github.com/nikhilroxtomar/multiclass-segmentation-in-unet
Multiclass segmentation on the Oxford-IIIT Pet dataset using the U-Net dataset.
segmentation unet unet-image-segmentation unet-keras
Last synced: 14 Apr 2025
https://github.com/nikhilroxtomar/unet-with-pretrained-encoder
The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.
keras keras-tensorflow semantic-segmentation tensorflow unet unet-image-segmentation
Last synced: 14 Apr 2025
https://github.com/greed2411/unet_pytorch
Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.
pytorch semantic-segmentation torchvision unet unet-image-segmentation unet-pytorch
Last synced: 07 May 2025
https://github.com/koldim2001/unet-pytorch-training
Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике
camvid-dataset cvat hair-segmentation pytorch-segmentation segmentation segmentation-training semantic-segmentation skin-segmentation streamlit-webapp unet unet-image-segmentation unet-pytorch
Last synced: 13 Apr 2025
https://github.com/nikhilroxtomar/unet-for-person-segmentation
U-Net for person segmentation in TensorFlow using Keras API.
keras tensorflow unet-image-segmentation unet-keras unet-segmentation
Last synced: 14 Apr 2025
https://github.com/nikhilroxtomar/unet-segmentation-on-ct-scan-images-in-tensorflow-2.0
The repository contains the code for UNET segmentation on CT scan dataset in TensorFlow 2.0 framework.
ctscan-dataset tensorflow tensorflow-segmentation unet-image-segmentation unet-keras unet-tensorflow
Last synced: 14 Apr 2025
https://github.com/dmmaze/unet3plus-pytorch
A pytorch implementation of UNetV3Plus
deep-learning pytorch-implementation segmentation unet unet-image-segmentation unet3plus
Last synced: 14 Feb 2025
https://github.com/nikhilroxtomar/retina-blood-vessel-segmentation-using-unet-in-tensorflow
This repository contains the code for the Retina Vessel Segmentation (DRIVE) using the UNET architecture in TensorFlow 2.0
tensorflow tensorflow-models unet-image-segmentation unet-segmentation unet-tensorflow
Last synced: 09 Feb 2025
https://github.com/qengineering/tensorflow_lite_segmentation_rpi_64-bit
TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS
armv7 armv8 cpp deep-learning raspberry-pi-4 segmentation semantic-segmentation tensorflow-examples tensorflow-lite ubuntu1804 unet unet-image-segmentation unet-segmentation unet-tensorflow
Last synced: 13 Apr 2025
https://github.com/nikhilroxtomar/lung-segmentation-in-tensorflow-2.0
This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.
unet unet-image-segmentation unet-keras unet-segmentation unet-tensorflow
Last synced: 14 Apr 2025
https://github.com/vigneshs10/segmentation-vgg19
📜 A Novel Facial Emotion Recognition Model Using Segmentation VGG-19 Architecture
convolutional-neural-networks pytorch resnet-50 segmentation unet-image-segmentation vgg19
Last synced: 16 Jan 2025
https://github.com/muhammedbuyukkinaci/detext
A computer vision project (image segmentation project) which aims to remove texts on images using Unet model. Tensorflow 2 is used as a ML library.
image-segmenation-unet image-segmentation image-segmentation-practice image-segmentation-tensorflow keras-segmentation keras-unet remove-text-on-images tensorflow tensorflow-2 tensorflow-image-segmentation tensorflow-keras-unet tensorflow-segmentation tensorflow2-image-segmentation tensorflow2-unet text-removal-using-unet unet unet-image-segmentation unet-segmentation unet-tensorflow
Last synced: 07 May 2025
https://github.com/koriavinash1/fetal-brain-segmentation
Fully automatic technique for fetal brain segmentation using deep convolutional neural network
ai artificial-intelligence automatic-segmentation deep-convolutional-neural-networks deep-learning fetal-imaging fmri-analysis medical-image-analysis segmentation unet-image-segmentation
Last synced: 08 May 2025
https://github.com/edaaydinea/low-grade-glioma-segmentation
This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with Google Developers.
albumentations deep-learning feature-pyramid-network neural-network pre-trained-model resunet-architecture unet-image-segmentation
Last synced: 11 Apr 2025
https://github.com/ajithvcoder/unet-pytorch-customdataset
Unet pytorch on Custom dataset
colab-notebook deep-learning pytorch segmentation unet-image-segmentation
Last synced: 05 May 2025
https://github.com/anshchoudhary/lane-detection-unet
This repository contains the implementation of a lane detection system using the UNet architecture. The model is trained on the BDD100K dataset, leveraging its diverse and large-scale data to ensure robust performance under various weather conditions and different times of day.
adas autonomous-driving bdd100k deep-learning lane-detection machine-learning opencv pytorch self-driving-car torchvision unet-image-segmentation
Last synced: 09 Apr 2025
https://github.com/nikhilroxtomar/skin-lesion-segmentation-in-tensorflow-2.0
This repository contains the code for semantic segmentation of the skin lesions on the ISIC-2018 dataset using TensorFlow 2.0.
image-segmentation-tensorflow isic-2018 skin-cancer-segmentation skin-lesion-segmentation tensorflow unet-image-segmentation
Last synced: 14 Apr 2025
https://github.com/matin-ghorbani/salt-segmentation-unet
Implement a salt segmentation using PyTorch for TGS Salt Identification Challenge
deep-learning image-segmentation pytorch unet unet-image-segmentation unet-pytorch
Last synced: 28 Jan 2025
https://github.com/qengineering/tensorflow_lite_segmentation_rpi_32-bit
TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 4.2 FPS
armv7 armv8 cpp deep-learning raspberry-pi-4 segmentation semantic-segmentation tensorflow-examples tensorflow-lite unet unet-image-segmentation unet-segmentation unet-tensorflow
Last synced: 13 Apr 2025
https://github.com/bhimrazy/lung-tumours-segmentation
Empowering 3D Lung Tumour Segmentation with MONAI
lung-tumor-segmentation monai python pytorch unet-image-segmentation
Last synced: 19 Jun 2025
https://github.com/arasgungore/latent-diffusion-ffhq256-dreambooth
An unconditional generative model trained on FFHQ face data set in 256×256 resolution and then fine-tuned using the Dreambooth method.
artificial-intelligence autoencoder diffusers diffusion-models dreambooth ffhq ffhq-dataset generative-adversarial-network generative-adversarial-networks generative-ai generative-model generative-models huggingface latent-diffusion latent-diffusion-models research research-project unconditional-generation unet-image-segmentation unet-segmentation
Last synced: 12 Apr 2025
https://github.com/aiporre/gcn_segmentation
Stroke-GFCN: segmentation of Ischemic brain lesions
brain-imaging deep-learning fully-convolutional-networks geometric-deep-learning machile-learning medical-image-processing segmentation stroke-prediction unet-image-segmentation vessel-segmentation
Last synced: 22 Nov 2024
https://github.com/ashishpatel26/semantic-segmentation-keras-tensorflow-example
Semantic Segmentation Example
keras keras-tensorflow segmentation semantic-segmentation tensorflow-keras unet unet-image-segmentation unet-keras unet-model unet-pytorch unet-segmentation
Last synced: 14 May 2025
https://github.com/light4code/tensorflow-research
Research TensorFlow for machine vision industrial usage
anomaly-detection image-processing industrial industrial-automation keras neural-structured-learning nsl segmentation tensorflow unet unet-image-segmentation unet-keras
Last synced: 20 Jan 2025
https://github.com/quentin18/road-segmentation
Road segmentation using CNNs
machine-learning neural-network pytorch road-segmentation torchvision unet unet-image-segmentation
Last synced: 17 Feb 2025
https://github.com/gulabpatel/cnns
ann cnn cnn-explainer inceptionv3 keract mobilenetv2 multitasking resnet unet-image-segmentation vgg visiontransfoemer vit
Last synced: 26 Jun 2025
https://github.com/mahdizynali/brats2020-tensorflow-brain-tumor-segmentation
implementation of Tensorflow Unet brain tumor segmentation and detection enhanced with attention model on nii datasets
attention-model brain detection machine-learning neural-network opencv segmentation tensorflow tensorflow2 tumor-detection tumor-segmentation unet unet-image-segmentation
Last synced: 14 Apr 2025
https://github.com/sushant1827/image-segmentation-with-u-net
Coursera - CNN Programming Assignment: In this project, we will build an image segmentation system with U-Net
cnn image-segmentation unet-image-segmentation
Last synced: 12 Apr 2025
https://github.com/cedriccaruzzo/pannuke-segmentation
An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive web app for easy data visualization and handling, making AI tools accessible even for non-experts. This project provides a foundation for training and exploring histopathology data.
deep-learning deeplab-v3-plus deeplab-v3-plus-pytorch histopathology histopathology-image-analysis machine-learning python pytorch resnet-50 resunet segmentation semantic-segmentation unet unet-image-segmentation unet-pytorch unet-segmentation unetplusplus
Last synced: 14 Feb 2025
https://github.com/nikhilroxtomar/cell-nuclei-segmentation-in-tensorflow-2.0
This repository contains the code for semantic segmentation of the cell nuclei on the 2018 Data Science Bowl dataset using UNET architecture in TensorFlow 2.0 framework.
tensorflow unet-image-segmentation unet-keras
Last synced: 14 Apr 2025
https://github.com/sushantdhumak/image-segmentation-with-u-net
Coursera - CNN Programming Assignment: In this project, we will build an image segmentation system with U-Net
cnn image-segmentation unet-image-segmentation
Last synced: 26 Mar 2025
https://github.com/muratali016/ai-photo-editor-unet
AI Photo editor UNet
computer-vision deep-learning image-processing machine-learning pyhton pytorch semantic-segmentation unet unet-image-segmentation unet-pytorch
Last synced: 17 Mar 2025
https://github.com/nata-vito/skin-cancer-segmentation
The aim of this project is to train segmentation models with png mask. This work uses U-Net model specialized in biomedical image segmentation in order to segment skin cancers.
computervision overlay segmentation-models tutorial unet-image-segmentation unet-pytorch
Last synced: 23 Apr 2025
https://github.com/nikhilroxtomar/image-segmentation-using-unetr
Human Hair Segmentation using the UNETR (U-Net Transformers) in TensorFlow
image-segmentation-tensorflow unet-image-segmentation unetr unetr-segmentation
Last synced: 16 Jan 2025
https://github.com/mehdigolkaramoli/cnnimagesegmenation
This project implement some CNN based image segmentation models.
computer-vision convolutional-neural-networks imagesegmentation pytorch remotesensing unet-image-segmentation
Last synced: 13 Apr 2025
https://github.com/mdciri/teeth-segmentation
teeth segmentation using pytorch and monai
deep-learning gui image-segmentation monai pytorch teeth-segmentation unet-image-segmentation
Last synced: 17 Apr 2025
https://github.com/asem000/unet-medical-segmentation-decathlon
UNet implementation to segment left ventricle in pytorch
heart medical pytorch segmentation unet unet-image-segmentation unet-pytorch ventricle
Last synced: 24 Mar 2025
https://github.com/alishdipani/u-net-pytorch
Image segmentation of nuclei using Deep Convolution Neural networks derived from U-net
deep-learning python3 pytorch-implmention segmentation unet-image-segmentation
Last synced: 03 Dec 2024
https://github.com/bhimrazy/unet
PyTorchUNet : A PyTorch Implementation of UNet Architecture for Semantic Segmentation of Images from scratch.
pytorch pytorch-implementation segmentation unet unet-image-segmentation unet-pytorch
Last synced: 19 Apr 2025
https://github.com/shub-garg/hybrid-lung-segmentation-disease-classification-and-severity-localization
A project for lung disease detection and analysis using deep learning. It includes lung segmentation, disease classification, and severity localization with Grad-CAM for visual explanations. This repository provides code, datasets, and documentation for replication and further research.
coatnet computervision covid-19 cv deep-learning diseaseclassification gradcam-visualization keras lung-segmentation machine-learning medicalimageanalysis opencv tensorflow unet-image-segmentation
Last synced: 05 Feb 2025
https://github.com/csiebler/unet-pytorch-azureml
An example for running UNET with PyTorch on Azure Machine Learning
azure azure-machine-learning pytorch unet-image-segmentation
Last synced: 15 Dec 2024
https://github.com/ranpy13/portrait-blur-bokeh
Attempt to recreate the DSLR like portrait bokeh blur effect on any normal image using deep learning, resnet and unet.
bokeh deep-neural-networks opencv resnet unet-image-segmentation
Last synced: 26 Apr 2025
https://github.com/deepmancer/unet-semantic-segmentation
PyTorch UNet model for semantic segmentation of urban scenes using the Cityscapes dataset
cityscapes from-scratch image-segmentation semantic-segmentation unet unet-image-segmentation unet-pytorch
Last synced: 14 Mar 2025
https://github.com/yaricom/plastic-unet
The U-Net CNN with differentiable plasticity learning method implementation
convolutional-neural-networks differentiable-plasticity unet-image-segmentation
Last synced: 09 Apr 2025
https://github.com/gmontamat/semantic-segmentation-unet
Perform semantic segmentation with UNet
convolutional-neural-networks unet unet-image-segmentation
Last synced: 04 Apr 2025
https://github.com/fatemehrshd/kvasir-seg
Tumor Tissue Segmenration using U-Net Architecture - Kvasir Dataset
image-segmentation kvasir kvasir-seg unet unet-image-segmentation unet-keras
Last synced: 26 Mar 2025
https://github.com/tlatkowski/u-net-tpu
Tensorflow implementation of U-Net model with TPU Estimator support.
cnn convolutional-neural-networks deep-learning distributed-training encoder-decoder google-cloud-platform image-classification image-processing image-recognition image-segmentation tensorflow tensorflow-models tpu u-net unet unet-image-segmentation unet-model unet-tensorflow vision
Last synced: 04 Apr 2025
https://github.com/ryuuzaki42/deteccao_de_linhas_de_plantio_em_plantacoes_de_cana-de-acucar_utilizando_deep_learning
Detecção de linhas de plantio em plantações de cana-de-açúcar utilizando deep learning
crop-row-detection crop-rows crop-rows-segmentation linknet pspnet python segmentation-models sugarcane tensorflow unet unet-image-segmentation
Last synced: 24 Jun 2025
https://github.com/giakoumoglou/u-net
U-NET implementation for Image Segmentation
image-segmentation pytorch u-net u-net-pytorch unet unet-image-segmentation unet-pytorch
Last synced: 06 Mar 2025
https://github.com/adityajn105/tgs-salt-identification-image-segmentation-
This is a Kaggle competition on Image Segmentation. We have to identify pixels in seismic images with salt sediment present. Here I will use UNet (Encoder and Decoder) to tackle the challenge.
deep-learning image kaggle-competition keras tgs-salt-identification unet-image-segmentation
Last synced: 13 Apr 2025
https://github.com/bhparijat/image-inpainting-pytorch
Image inpainting for synthetic maps
cnn gan image-inpainting partial-convolution pytorch synthetic-maps unet-image-segmentation
Last synced: 24 Feb 2025
https://github.com/samridhisainii/u-net-architecture
Research paper on Unet++ Architecture
research unet-image-segmentation
Last synced: 30 Mar 2025
https://github.com/ani717/localization-with-unet-semantic-segmentation
Car Localization with Semantic Segmentation, using UNet. Dice Score: 0.89, Pixel to Pixel Accuracy: 99.07%.
computer-vision convnets convolutional-neural-networks deep-learning generative-adversarial-network image-segmentation python pytorch unet unet-image-segmentation
Last synced: 01 Mar 2025
https://github.com/pathak-ashutosh/liver-segmentation
Segment liver using unet architecture. This was a project I did for a senior anonymously as his final year project during my undergrad.
biomedical-image-processing computer-vision deep-learning deep-neural-networks machine-learning neural-network segmentation unet-image-segmentation
Last synced: 21 Feb 2025
https://github.com/lucs1590/uses-bpca
🧠💻 USeS-BPCA: U-Net Semantic Segmentation BPCA Pooling
bpca bpcapooling deep-learning segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras unet-segmentation
Last synced: 02 Mar 2025
https://github.com/ashu11-a/manga-segment
Segmentation of manga in speech balloons and comics
ai bandwidth bandwidth-hero classification manga models-generation proxy proxy-server pytorch remove-background removebg segmentation segmentation-models unet unet-image-segmentation unet-segmentation yolov11 yolov8
Last synced: 29 Mar 2025
https://github.com/sayannath/unet-implementation
UNet from Pytorch from Scratch.
pytorch segmentation unet-image-segmentation
Last synced: 30 Mar 2025
https://github.com/yothgewalt/breast-cancer-nodules-with-unet-architecture
U-Net is a convolutional neural network that was developed for biomedical image segmentation at the Computer Science Department of the University of Freiburg.[1] The network is based on the fully convolutional network[2] and its architecture was modified and extended to work with fewer training images and to yield more precise segmentations.
breast-cancer convolutional-neural-networks unet-image-segmentation
Last synced: 22 Mar 2025
https://github.com/mohazamani/gastrointestinal-polyp-segmentation
Polyp segmentation on the Kvasir-SEG dataset using deep learning models like UNet, UNet++, PSPNet, and DeepLabV3Plus with ResNet50 and MobileNetV2 encoders.
ai cnn computer-vision convolutional-neural-networks deep-lab-v3-plus encoder-decoder-architecture image-segmentation kvasir-seg mobile-net-v2 pspnet pytorch resnet-50 unet-image-segmentation unet-plusplus vision
Last synced: 27 Feb 2025
https://github.com/akaqox/unet-segmentation-with-docker
U-Net segmentation algorithm with options of pretrained resnet34 and resnet50 encoders. All of the project dockerized with gpu suppport on anaconda environment with multiple loss support..
docker docker-container docker-image dockerfile image-processing image-segmentation leaf-disease-classification multiple-loss-function preprocessing python pytorch pytorch-cnn resnet resnet34 resnet50 unet unet-image-segmentation unet-pytorch
Last synced: 05 Apr 2025
https://github.com/oktovivian/hotspot-segmentation-in-whole-body-bone-scans-for-cancer-metastasis-detection-
This study focuses on the performance of U-Net++ for hotspot segmentation on bone scan images. This code is proprietary and is shared for reference purposes only. It may not be used, modified, or distributed without explicit permission from the author.
bone cancer deeplab-v3-plus doubleunet semantic-segmentation unet-image-segmentation unetplusplus
Last synced: 28 Mar 2025
https://github.com/deepschneider/unet-image-segmentation
UNet implemented using Tensorflow 2.4
unet-image-segmentation unet-tensorflow
Last synced: 06 Mar 2025
https://github.com/himanshkr03/brain-tumor-segmentation-using-u-net
This repository contains a deep learning project for brain tumor segmentation using a 2D U-Net architecture applied to the BraTS2020 dataset. The project includes data preprocessing, model training, evaluation, and visualization.
brain-tumor-segmentation deep-learning keras medical-imaging python tensorflow unet-image-segmentation
Last synced: 17 Jun 2025
https://github.com/mathewalex806/floodareadetection
Flood area detection using Unet model.
flood-area image-segmentation python pytorch unet-image-segmentation
Last synced: 13 Apr 2025
https://github.com/sovit-123/torch-segment
A deep learning image segmentation library and API on top of PyTorch.
convolutional-neural-networks deep-learning deep-neural-networks fcn imagenet imagesegmentation neural-network pretrained-models pytorch segmentation segmentation-masks segmentation-models unet unet-image-segmentation unet-pytorch
Last synced: 29 Mar 2025
https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net
A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.
cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation
Last synced: 07 Apr 2025
https://github.com/rimo02/carvana-image-masking
Masking cars using unet trained from scratch
image-masking unet-image-segmentation
Last synced: 06 Mar 2025
https://github.com/nredick/geospatial-unet
No-code, interactive tool for processing geospatial data with U-Net
geospatial geospatial-analysis tools unet unet-image-segmentation
Last synced: 07 May 2025
https://github.com/mariuszpaluch2001/brain-cancer-segmentation
Brain Tumor Segmentation with UNet-2D
flask mri-brain pytorch react unet-image-segmentation
Last synced: 18 Feb 2025
https://github.com/raghulrajn/unet_from_scratch_in_gpu
Implementation of UNET from scratch using C++
convolutional-neural-networks cpp unet-image-segmentation
Last synced: 19 Feb 2025
https://github.com/oktovivian/bone-lession-segmentation-for-bone-cancer-detection
This study focuses on the performance of U-Net++ for hotspot segmentation on anterior and posterior bone scan images, utilizing both 4-segment and 3-segment configurations.
bone cancer deeplab-v3-plus doubleunet semantic-segmentation unet-image-segmentation unetplusplus
Last synced: 22 Jan 2025
https://github.com/tanyachutani/keras-unet
Keras Implementation Of U-Net
image-segmentation keras tensorflow unet unet-image-segmentation
Last synced: 27 Feb 2025
https://github.com/himalayaashish/colortrend
This project focuses on altering hair color in images using YOLO (You Only Look Once) and TensorFlow, showcasing innovative techniques in image processing and computer vision. The system leverages YOLO for real-time object detection to accurately identify and segment hair regions within images.
instance-segmentation object-detection tensorflow tensorflow2 unet unet-image-segmentation yolov5 yolov8
Last synced: 08 Apr 2025
https://github.com/himalayaashish/faceblur
This project focuses on implementing face blurring techniques using YOLO (You Only Look Once) and TensorFlow to enhance privacy in images and video streams. The system utilizes YOLO for real-time object detection to accurately identify faces within a given frame. Once detected, TensorFlow is applied
image segmentation tensorflow tensorflow2 unet unet-image-segmentation yolo yolov5 yolov8
Last synced: 08 Apr 2025
https://github.com/manumishra12/tumortrace
The TumorTrace project aims to develop an automated system for identifying and segmenting tumor regions in brain MRI images. Accurate segmentation is crucial for diagnosis, treatment planning, and monitoring of brain tumors.
machine-learning python pytorch unet-image-segmentation
Last synced: 18 Mar 2025
https://github.com/sanggusti/bangkit_assessment_1
A repository for group #1 class #4 cohort Bandung in Assignment #05-W05-First Machine Learning Project - MLCC
deep-learning mlcc python3 tensorflow unet-image-segmentation vgg16
Last synced: 26 Jun 2025
https://github.com/strcoder4007/u-net-image-segmentation
MRI Image Segmentation using U-Net implementation in Tensorflow 2
cs230 dataset tensorflow2 unet unet-image-segmentation
Last synced: 28 Feb 2025
https://github.com/nandahkrishna/iddsegmentation
Semantic Segmentation on the Indian Driving Dataset for the NVCPRIPG 2019 Challenge
fcn fully-convolutional-networks jupyter-notebook machine-learning python segmentation u-net unet unet-image-segmentation unet-segmentation
Last synced: 25 Mar 2025
https://github.com/saahilanande/mri_image_segmentation
This repository contains a term project I did in my machine learning class under Dr.Yingying Zhu .We are attempted to use U-Net on Brain MRI images to apply image segmentation to isolate LGG tumor cells in the brain. Achieved 78% accuracy. Includes Jupiter book, PPT, report and demo video
cnn machine-learning python unet-image-segmentation
Last synced: 27 Feb 2025
