Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
-
Updated
Feb 7, 2019 - Python
#
unet
Here are 2,101 public repositories matching this topic...
Convolutional Neural Networks: (1) based on UNet; (2) FCN8 for Image Segmentation of Pascal VOC 2012 dataset written as part of my MSc in Artificial Intelligence degree. Written in Tensorflow 2.0 with Keras Functional API.
-
Updated
Mar 25, 2023 - Python
UNet binary segmentation - inference software (on normal images)
-
Updated
May 11, 2021 - Python
In this repository you can find the jupyter notebooks used to take part at the competitions created for the Artifical Neural Networks and Deep Learning exam at Politecnico di Milano.
deep-learning tensorflow keras gru neural-networks image-classification transfer-learning vgg16 unet pix2pix semantic-segmentation data-augmentation fine-tuning visual-question-answering inception-resnet-v2
-
Updated
Mar 15, 2021 - Jupyter Notebook
This repository accompanies the publication "U-Net based particle localization in granular experiments: Accuracy limits and optimization," published in Granular Matter (2026). It contains the U-Net implementation, pretrained weights, labeled datasets, Jupyter notebooks, and instructions for reproducing the results.
-
Updated
Jul 31, 2026 - Jupyter Notebook
this repo's goal is an improvement in overall development capability about image processing
-
Updated
Nov 28, 2022 - Jupyter Notebook
Segmentation of aerial images with Deep Learning.
computer-vision deep-learning transformer convolutional-neural-networks unet semantic-segmentation efficientnet segformer
-
Updated
Nov 22, 2022 - Jupyter Notebook
Anatomy-constrained chest X-ray pipeline: lung segmentation + two-stage heatmap regression for hemidiaphragm landmark localisation.
grad-cam pytorch medical-imaging landmark-detection unet chest-xray heatmap-regression hemidiaphragm
-
Updated
Jun 9, 2026 - Jupyter Notebook
-
Updated
Aug 20, 2025 - Python
Computer vision portfolio: CIFAR-10 classification with ResNet50, steel defect segmentation with U-Net, and interactive Streamlit dashboards
portfolio computer-vision deep-learning tensorflow image-classification transfer-learning unet semantic-segmentation resnet50 streamlit
-
Updated
Jan 15, 2026 - Jupyter Notebook
YOLOv8 object detection + U-Net semantic segmentation for waste classification. Features custom and transfer learning implementations with 73% performance improvement on TACO dataset.
-
Updated
Jan 4, 2026 - Jupyter Notebook
This project implements a GAN model for converting grayscale images to color.
-
Updated
Nov 19, 2025 - Jupyter Notebook
Blood Vessel Segmentation was done on Messidor Dataset. Using the weights of a model which was trained on Drive2004 Dataset and ChaseDB
pytorch image-classification segmentation python-3 unet unet-pytorch unet-image-segmentation blood-vessel-segmentation
-
Updated
Jul 28, 2023
AI-Driven car announcement helper
nodejs deep-neural-networks deep-learning neural-network artificial-intelligence image-classification artificial-neural-networks image-segmentation unet car-detection tensorflow-node tensorflow2 car-model-recognition
-
Updated
Aug 17, 2023 - Jupyter Notebook
A decentralized, diffusion-based U-Net framework for privacy-preserving brain tumor segmentation from MRI images.
deep-learning pytorch unet medical-image-analysis distributed-learning brain-tumor-segmentation mri-segmentation diffusion-models healthcare-ai decentralized-learning privacy-preserving-ai
-
Updated
Dec 15, 2025 - Python
UNet that cross link features.
-
Updated
Nov 19, 2024 - Jupyter Notebook
This is a Deep Learning project that aims to classify brain MRI's as either containing a tumor or not.
machine-learning deep-learning classification ensemble-learning segmentation unet cnn-classification two-path
-
Updated
May 4, 2025 - Jupyter Notebook
Multi-class 3D protein complex segmentation in cryo-electron tomography using MONAI, FlexibleUNet, and W&B.
computer-vision deep-learning pytorch kaggle medical-imaging image-segmentation unet semantic-segmentation 3d-segmentation cryo-et biomedical-imaging weights-and-biases monai cryo-electron-tomography
-
Updated
May 14, 2026 - Jupyter Notebook
Semantic segmentation with a compact U-Net — per-pixel defect/lesion masks with Dice/IoU, beating an intensity-threshold baseline (PyTorch).
python computer-vision deep-learning pytorch medical-imaging image-segmentation unet semantic-segmentation dice-coefficient
-
Updated
Jul 23, 2026 - Python
Brain Tumor MRI Segmentation using U-Net with EfficientNetB3 backbone | Transfer Learning | Streamlit Web App | TensorFlow/Keras
python machine-learning computer-vision deep-learning tensorflow keras mri segmentation transfer-learning unet
-
Updated
Jun 16, 2026 - Jupyter Notebook
Add this topic to your repo
To associate your repository with the unet topic, visit your repo's landing page and select "manage topics."