This is an official repo for fine-tuning SAM to customized medical images.

A PyTorch reimplementation of the paper Free-Form Image Inpainting with Gated Convolution (DeepFill v2) (https://arxiv.org/abs/1806.03589)

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

State-of-the-art nipple detection algorithm and dataset ⚙️

This is the Jupyter notebook for the Medium article titled 'Step-by-step explanation of GANs coding on custom image data in PyTorch'. It was published on Jan 10' 2021.

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv

Semantic Aware Attention Based Deep Object Co-segmentation

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

The codes for "Cluster-based Co-saliency Detection" in TIP 2013.

unet for image segmentation

[IEEE TMI] Official Implementation for UNet++

ETHZ: Visual Computing 2023

A collection of some datasets for segmentation / saliency detection. Welcome to PR...:smile:

Web Application for checking the similarity between query and document using the concept of Cosine Similarity.

The manuscript has been accepted in TMI.

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation [IEEE Transactions on Neural Networks and Learning Systems]

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)