aksg87

gpt4-structured-reporting

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

langchain-serve

⚡ Langchain apps in production using Jina & FastAPI

HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

pytorch-3dunet

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

probing-vits

Probing the representations of Vision Transformers.

python_tarjan

Python implementation of Tarjan's cycle enumeration algorithm.

MedImaging-ModelDriftMonitoring

Python-Algorithms

Implementation of various algorithms and data structures in Python.

Soft-VQ-VAE

highdicom

High-level DICOM abstractions for the Python programming language

multimedia-report

Project for building multi-media reports for medical imaging

static-qido

shapegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

dicomp10-to-dicomweb-js

Code to convert from a dicomp10 file to dicomweb format (json metadata + frames + bulkdata)

dicomweb-dump

CLI tool to dump DICOMweb WADO-RS responses to disk

dcmtk

Official DCMTK Github Mirror

dcmjs-dimse

DICOM DIMSE implementation for Node.js using the dcmjs library

skelebot

Machine Learning Project Development Tool

libjxl-js

JS/WASM build of libjxl (JPEG-XL)

AIDE

AIDE: Annotation-efficient deep learning for automatic medical image segmentation

voxelmorph

Unsupervised Learning for Image Registration

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

heartrate

Simple real time visualisation of the execution of a Python program.

detr

End-to-End Object Detection with Transformers

heartrate_analysis_python

Python Heart Rate Analysis Package, for both PPG and ECG signals

Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

ml-system-design-pattern

System design patterns for machine learning

qStudy

Annotation portal for medical images made using magic of 3d slicer, VNC and web apps.