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models

Models and examples built with TensorFlow

monai

AI Toolkit for Healthcare Imaging

neuromorph

Implementation of the NeuroMorph method from CVPR 2021.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nngen

Diffusion

nnunet

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pidm

Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

polyp-pvt

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers, AIR 2023.

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

ritm_interactive_segmentation

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

sd-webui-controlnet

WebUI extension for ControlNet

segloss

A collection of loss functions for medical image segmentation

segment-anything

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.

shape-measure

PyTorch version of shape evaluation metrics

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

stable-diffusion

A latent text-to-image diffusion model

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

styletransfertrilogy

风格迁移三部曲

syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

sysu-medical-imaging-cloud-platform

uda

Unsupervised Data Augmentation (UDA)

unet2d

Medical Image Ceil Segment

vistr

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

volunteersysu

中山大学志愿者服务系统

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite