Hadrien Reynaud (HReynaud)

HReynaud

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Company:Imperial College London

Home Page:http://hadrien-reynaud.science/

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Hadrien Reynaud's repositories

EchoDiffusion

MICCAI 2023 code for the paper: Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. EchoDiffusion is a collection of video diffusion models trained from scratch on the EchoNet-Dynamic dataset with the imagen-pytorch repo.

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UVT

MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation

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ViTSeg

A simple approach to enable dense segmentation with ViT.

dartagnan

MICCAI 2022 Code for the paper: D'ARTAGNAN: Counterfactual Video Generation

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EchoNet-Synthetic

MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic is a synthetic dataset generated by following a protocol to generate surrogate privacy-preserving synthetic datasets.

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CycleGan_lightning

CycleGan implementation with PyTorch Lightning

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imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

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Morpho-MNIST

Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)

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PyXCAT

A wrapper for the XCAT program written in python for easier usage

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brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

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contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

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CycleGAN_with_DLC

Image-to-Image Translation in PyTorch

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dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

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minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

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perlin_noise

Perlin noise library for Python

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PointsToPlane

Sample arbitrary plane from 3D volume from 3 dots

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stylegan-v

This is a clone of the StyleGAN-V repo, used to compute FID and FVD scores

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TransGAN

[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang

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video2dataset

Easily create large video dataset from video urls

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Yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

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