Official Pytorch Code base for "MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation"
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Aug 12, 2025
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u-net-pytorch
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3D virtual staining with 2D and 2.5D U-Nets
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Jul 29, 2023 - Jupyter Notebook
3D cerebrovascular volume segmentation in Pytorch.
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Aug 15, 2022 - Python
An example of easytorch implementation on retinal vessel segmentation.
transfer-learning vessel-segmentation u-net biomedical-image-analysis retinal-vessel-segmentation k-fold-cross-validation easy-neural-network-experiments pool-image-datasets u-net-pytorch pytorch-k-fold-cross-validation
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Jan 23, 2023 - Python
Model training code for "A seasonally invariant deep transform for visual terrain-relative navigation"
computer-vision convolutional-neural-networks image-registration u-net-pytorch terrain-relative-navigation
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Apr 11, 2023 - Python
Train a U-net model for pixel-wise segmentation of facial wrinkles. Based on FFHQ dataset.
skin-segmentation dermatology skincare face-mask-detection u-net-pytorch wrinkle-segmentation wrinkle-detection wrinkles
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May 16, 2025 - Python
U-Net
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Apr 12, 2023 - Jupyter Notebook
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.
machine-learning word2vec cnn power-network unsupervised-learning pix2pix vlsi-physical-design signoff u-net electronic-design-automation soc-design u-net-pytorch physical-layout-analysis ir-drop
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Aug 12, 2024 - Python
Monte Carlo dropout method for uncertainty quantification in image segmentation
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Apr 6, 2023 - Python
Transforming 2D images into 3D semantically segmented scenes using innovative CNN architecture and COLMAP reconstruction.
computer-vision python3 segmentation semantic-segmentation colmap 3d-computer-vision cnn-pytorch pointcloudprocessing colmap-sfm u-net-pytorch
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May 16, 2024 - Jupyter Notebook
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.
segment segmentation image-segmentation mamba u-net mamba-image tumor-segmentation segmentation-models segmentation-datasets u-net-pytorch segmentation-models-pytorch mamba-state-space-models u-mamba mamba-segment mamba-image-segmentation mamba-model
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May 16, 2024 - Jupyter Notebook
Utilizing U-NET deep-learning to deconvolve Structured Illumination Microscopy (SIM) Images. A clean and concise python implemenation.
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Mar 12, 2025 - Jupyter Notebook
Land cover classification in Tanzania using ensemble labels and high resolution Planet NICFI basemaps and Sentinel-1 time series.
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Jan 9, 2024 - Python
MICCAI2019: 3D U2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
medical-imaging unet-3d unet-pytorch unet-image-segmentation 3d-unet unet-segmentation u-net-pytorch
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Dec 22, 2023 - Python
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.
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Nov 20, 2022 - Jupyter Notebook
crystal structure analysis with RHEED and ML
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Mar 31, 2025 - Jupyter Notebook
Implementation of U-net and pipeline of changing color on human hair.
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Dec 1, 2023 - Python
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。Improve U-Net based on ResNet, integrate attention mechanism and ASPP module, and realize multi-category semantic segmentation.
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May 28, 2025 - Jupyter Notebook
Modular PyTorch U-Net model
machine-learning customizable u-net medical-image-segmentation machinelearning-python feature-rich u-net-pytorch
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Apr 6, 2024 - Python
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