u-net-pytorch
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Official Pytorch Code base for "MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation"
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Dec 5, 2023
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.
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Jan 23, 2023 - Python
Model training code for "A seasonally invariant deep transform for visual terrain-relative navigation"
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Apr 11, 2023 - Python
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.
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Aug 12, 2024 - Python
U-Net
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Apr 12, 2023 - Jupyter Notebook
Monte Carlo dropout method for uncertainty quantification in image segmentation
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Apr 6, 2023 - Python
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.
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May 16, 2024 - Jupyter Notebook
Transforming 2D images into 3D semantically segmented scenes using innovative CNN architecture and COLMAP reconstruction.
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May 16, 2024 - 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
Train a U-net model for pixel-wise segmentation of facial wrinkles. Based on FFHQ dataset.
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May 16, 2025 - Python
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
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
MICCAI2019: 3D U2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
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Dec 22, 2023 - Python
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
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Apr 6, 2024 - Python
Project outside of course scope at (BSc) Machine Learning and Data Science education programme. Colab between NGI and DIKU at University of Copenhagen.
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Dec 22, 2023 - Jupyter Notebook
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