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Name: Hadrien Reynaud
Type: User
Company: Imperial College London
Bio: PhD Student @ Imperial College London Using Machine Learning to investigate Medical Ultrasound Video.
Name: Hadrien Reynaud
Type: User
Company: Imperial College London
Bio: PhD Student @ Imperial College London Using Machine Learning to investigate Medical Ultrasound Video.
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
CycleGan implementation with PyTorch Lightning
Image-to-Image Translation in PyTorch
MICCAI 2022 Code for the paper: D'ARTAGNAN: Counterfactual Video Generation
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
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.
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.
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)
Perlin noise library for Python
Sample arbitrary plane from 3D volume from 3 dots
A wrapper for the XCAT program written in python for easier usage
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation
Easily create large video dataset from video urls
A simple approach to enable dense segmentation with ViT.
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.