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Nuwan Vithanage's Projects

rescyclegan icon rescyclegan

Unsupervised Image-to-Image Translation by Matching the Characteristics of Images

sa-gan icon sa-gan

SA-GAN: Stain Acclimation Generative Adversarial Networks for Histopathology Image Analysis

sam icon sam

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

segment-and-track-anything icon segment-and-track-anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

self-attention-gan icon self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

siibra-tutorials icon siibra-tutorials

Tutorials for the siibra toolsuite - software interface for brain atlases.

stain-to-stain-translation icon stain-to-stain-translation

Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis

stainnet icon stainnet

StainNet: a fast and robust stain normalization network

stargan-v2 icon stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

talk-to-edit icon talk-to-edit

Code for Talk-to-Edit (ICCV2021). Paper: Talk-to-Edit: Fine-Grained Facial Editing via Dialog.

torchstain icon torchstain

Stain normalization tools for histological analysis and computational pathology

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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