The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.
-
Updated
May 1, 2021 - Jupyter Notebook
#
unet
Here are 14 public repositories matching this topic...
Pure Unet to Denoise (with Notebook Tutorial)
-
Updated
Jan 27, 2024 - Jupyter Notebook
A simple tool for viewing 3D medical images in a jupyter notebook
medical-imaging unet medical-image-processing medical-application unet-pytorch unet-image-segmentation unet-segmentation nnunetv2
-
Updated
Dec 10, 2025 - Python
Repo of all deep learning models
deep-learning transformer dcgan autoencoder transfer-learning unet resnet-50 segmenter vision-transformer
-
Updated
Jun 15, 2024 - Jupyter Notebook
A simple and intuitive library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.
machine-learning deep-learning tensorflow attention image-generation flax unet diffusion edm distributed-training image2image ai-research jax diffusion-models ddpm score-based-generative-modeling ddim stable-diffusion generative-ai karras
-
Updated
Jul 27, 2026 - Jupyter Notebook
Collection of notebooks for image segmentation tasks.
opencv image-processing pillow image-manipulation segmentation image-segmentation unet cv2 perspective-transform canny-edge-detection perspective-transformation gaussian-blur skimage u-net contours-detection unet-image-segmentation matplotlib-pyplot unet-tensorflow unet-model dilate
-
Updated
Oct 31, 2023 - Jupyter Notebook
A beginner-friendly guide to building and training diffusion models from scratch. Includes step-by-step tutorials, interactive notebooks, and a complete PyTorch implementation with DDIM, Heun, and DPM-Solver samplers. Learn to generate images with MNIST/CIFAR-10 datasets.
-
Updated
Nov 17, 2025 - Jupyter Notebook
Educational PyTorch notebook guide on DDPM, Latent Diffusion, VAE, U-Net, and LoRA.
-
Updated
Aug 2, 2026 - Jupyter Notebook
A tutorial that guides users through the process of fine-tuning a stable diffusion model using HuggingFace's diffusers library. The tutorial includes advice on suitable hardware requirements, data preparation using the BLIP Flowers Dataset and a Python notebook, and detailed instructions for fine-tuning the model.
image-processing transfer-learning unet flowers fine-tuning huggingface diffusion-models ddpm stable-diffusion diffusers generative-ai
-
Updated
Apr 8, 2023 - Jupyter Notebook
Deep learning architectures for semantic segmentation run on Jupyter Notebook: U-Net, MANet, MAResU-Net, MACU-Net.
-
Updated
Jan 11, 2022 - Jupyter Notebook
U-Net semantic segmentation study on the Oxford-IIIT Pet Dataset with MobileNetV2 encoder, qualitative mask predictions, and reproducible notebook artifacts.
python computer-vision deep-learning tensorflow keras unet semantic-segmentation mobilenetv2 oxford-iiit-pet
-
Updated
Aug 19, 2026 - Jupyter Notebook
U-Net pour la segmentation personne/fond en PyTorch : du reseau ecrit a la main au transfer learning ResNet18. Notebooks annotes ligne par ligne.
computer-vision deep-learning pytorch resnet transfer-learning image-segmentation unet semantic-segmentation
-
Updated
Jul 21, 2026 - 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
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
Improve this page
Add a description, image, and links to the unet topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the unet topic, visit your repo's landing page and select "manage topics."