justusschock/dl-utils

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Language
Python
License
MIT License
Created over 4 years ago
Updated about 4 years ago

justusschock/dl-utils

justusschock

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Utilities for Deep Learning with PyTorch (models, losses, metrics etc.)

shapenet

PyTorch implementation of "Super-Realtime Facial Landmark Detection and Shape Fitting by Deep Regression of Shape Model Parameters" predicting facial landmarks with up to 400 FPS

deep_alignment_network_pytorch

PyTorch Implementation of the Deep Alignment Network

shape-constrained-network

This repository contains my implementation of a shape-constrained network which predicts up to 170 FPS

detr_lightning

shapedata

library to modify images and the corresponding landmarks

dotfiles

delira-unet-baseline

A baseline repository to train a unet with delira

OAI-Knee-Segmentation

Under Construction

docker-cuda-conda-python

medical-shape

pytorch-misc

Some miscellaneous PyTorch stuff

dockers

template_v2

lightning_dev_docker

Dockerfiles to development lightning on cuda and docker

vision_training

Train Scripts for the vision package

torch_layers

Custom PyTorch layers to add useful features

blogpost_examples

delira_cycle_gan_pytorch

A delira-compatible cycle-GAN skeleton.

docker-lightning

docker-pytorch

docker-conda-python

medical-data

Helpful utilities for deep learning in medical image analysis/medical image computing