unetplusplus
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Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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Oct 8, 2025 - Python
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
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May 1, 2024 - Python
keras implementation of unet plus plus
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Oct 31, 2020 - Python
Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.
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Jan 20, 2022 - Python
🏥 医学图像作业：图像配准论文阅读；眼底血管分割实验
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Oct 19, 2021 - Python
Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.
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Feb 11, 2022 - Python
Clean Implementation of Unet3+ and validation on Cityscapes dataset.
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Feb 24, 2023 - Python
Logiciel de détection, localisation & segmentation de carries sur des radiographies dentaires.
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Dec 22, 2021 - Python
PyTorch implementation of medical semantic segmentations models, e.g. UNet, UNet++, DUCKNet, ResUNet, ResUNet++, and support knowledge distillation, distributed training, Optuna etc.
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Feb 25, 2025 - Python
UNet++, UNet, SegNet and DeepLabv3 implemented in Keras for MoNuSeg dataset
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Apr 6, 2020 - Jupyter Notebook
Brain tumor segmentation using UNet++ Architecture . Implementation of the paper titled - UNet++: A Nested U-Net Architecture for Medical Image Segmentation @https://arxiv.org/abs/1807.10165
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Mar 2, 2025 - Jupyter Notebook
3D car detection competition on Kaggle :https://www.kaggle.com/c/pku-autonomous-driving/overview
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Feb 5, 2020 - Python
Implementation of UNET++ for CAC Scoring using Tensorflow
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Aug 11, 2023 - Jupyter Notebook
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.
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Jan 9, 2025 - Python
Model for Doctor's Cyclop Project at FPT Edu Hackathon 2021
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Sep 16, 2021 - Python
This repository contains the image classification followed by semantic segmentation of Chest X-Rays to detect a clinical condition called Pneumothorax.
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May 15, 2021 - Jupyter Notebook
[🥉 3rd place] AI-powered web application able to track changes in the urban landscape
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Jun 2, 2021 - Python
UNet and UNet++ implemented in Tensorflow
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Feb 13, 2022 - Python
Architecture implemntation of various Unet models with pre-trained backbones, UNet++ model with pretrained backbone on Medical dataset
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Jun 2, 2024 - Jupyter Notebook
Brain MRI segmentation using segmentation models
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Jul 19, 2022 - Python
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