This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"
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Jul 12, 2024 - Python
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unet-segmentation
Here are 46 public repositories matching this topic...
Segmentation models for 3D data with different backbones. PyTorch.
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Aug 1, 2024 - Python
This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.
pytorch image-segmentation unet unet-pytorch retinal-vessel-segmentation unet-segmentation drive-dataset
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Jul 12, 2021 - Python
RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)
deep-learning attention multiple-sclerosis segmentation unet attention-mechanism recurrent miccai long-range-dependence unet-pytorch unet-image-segmentation unet-segmentation attention-network 3d-medical-images non-local-network ms-lesions
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Feb 4, 2020 - Python
U-Net for person segmentation in TensorFlow using Keras API.
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May 27, 2021 - Python
HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This repo contains the code to Test and Train the HistoSeg
segmentation image-segmentation unet attention-mechanism glas semantic-segmentation focal-loss self-attention medical-image-segmentation histological-images deeplab-v3-plus segmentation-models unet-segmentation dice-loss monuseg monuseg-challenge histology-images nuclie-segmentation histological-image-segmentation
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Apr 11, 2025 - Python
🎉一个基于 UNet 的视网膜血管分割项目，使用 PyTorch 实现并基于 DRIVE 数据集进行训练和测试。项目包括完整的数据处理、模型训练和测试流程，最终生成视网膜图像的分割结果。
segmentation unet medical-image-segmentation unet-pytorch retinal-vessel-segmentation unet-segmentation drive-dataset drive-dataset-retina
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Dec 24, 2024 - Python
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
tensorflow image-segmentation unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation surgical-instrument surgical-instrument-segmentation
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Oct 25, 2023 - Python
This repository contains the code for the Retina Vessel Segmentation (DRIVE) using the UNET architecture in TensorFlow 2.0
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Oct 11, 2022 - Python
This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.
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Jun 3, 2021 - Python
Segmentation model using UNET architecture with ResNet34 as encoder background, designed with PyTorch.
python jupyter-notebook pytorch segmentation unet resnet-34 colab-notebook unet-pytorch unet-segmentation aerial-images unet-resnet
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Jul 21, 2025 - Python
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.
tensorflow image-segmentation unet image-segmentation-tensorflow unet-image-segmentation unet-tensorflow tensorflow-2 unet-segmentation image-segmenation-unet image-segmentation-practice keras-segmentation tensorflow-image-segmentation tensorflow-keras-unet tensorflow2-image-segmentation remove-text-on-images tensorflow-segmentation keras-unet tensorflow2-unet text-removal-using-unet
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Mar 24, 2023 - Python
Semantic segmentation on earthquake data with U-net
tensorflow keras segmentation unet semantic-segmentation keras-tensorflow unet-keras unet-segmentation
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Mar 16, 2021 - Python
PyTorch implementation of Original UNet Paper
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Dec 13, 2020 - Python
The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.
semantic benchmarking vision segmentation optical-flow adversarial attacks semantic-segmentation image-denoising image-restoration depth-estimation image-deblurring pixel-wise unet-pytorch unet-segmentation benchmarking-functions pixel-wise-regression adversarial-att pixel-wise-classification
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May 8, 2025 - Python
Detection of Cigarette buts on the streets using U-net segmentation.
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Mar 24, 2023 - Python
Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet
python deep-neural-networks deep-learning tensorflow artificial-intelligence self-driving-car deeplearning autonomous-driving autonomous-vehicles unet semantic-segmentation self-driving-cars carla carla-simulator unet-image-segmentation carla-driving-simulator unet-tensorflow unet-model unet-segmentation lyft-udacity-challenge
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Mar 24, 2023 - Python
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.
python machine-learning deep-learning pytorch segmentation unet semantic-segmentation resnet-50 unet-pytorch unet-image-segmentation deeplab-v3-plus histopathology unet-segmentation resunet unetplusplus histopathology-image-analysis deeplab-v3-plus-pytorch
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Jan 9, 2025 - Python
Iterative Vertebrae Segmentation - VerSe dataset
machine-learning deep-learning tensorflow unet segmentation-network medical-image-segmentation unet-3d unet-tensorflow unet-model segmentation-models tensorflow2 unet-segmentation tensorflow-segmentation
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Apr 24, 2025 - Python
deep learning approach to pixel-wise classification by running it through the UNet encoder, then utilizing a combination of Convolutional Neural Networks (CNN) and an attention map to specifically observe the significant region of the ultrasonic image, and finally run it through the Unet decoder.
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Nov 3, 2022 - Python
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