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.
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.
CycleGan_lightning
CycleGan implementation with PyTorch Lightning
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Morpho-MNIST
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
CycleGAN_with_DLC
Image-to-Image Translation in PyTorch
dynamic
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
minLoRA
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
perlin_noise
Perlin noise library for Python
PointsToPlane
Sample arbitrary plane from 3D volume from 3 dots
stylegan-v
This is a clone of the StyleGAN-V repo, used to compute FID and FVD scores
TransGAN
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
video2dataset
Easily create large video dataset from video urls
Yolo_mark
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2