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torchdistill

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

tricks-of-semi-superviseddeepleanring-pytorch

PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

vat-pytorch

Virtual Adversarial Training (VAT) for semi-supervised MNIST written in PyTorch: https://arxiv.org/abs/1704.03976

vindr-lab

A Data Platform for Medical AI that enables building high-quality datasets and algorithms with lean process and advanced annotation features.

vindr-lab-api

A part of the VinDr Lab project. Which performs as the middleware layer between user interface and backend systems.

vindr-lab-dashboard

A part of the VinDr Lab project. It allows users to manage Projects, Labels, Task, Export label, Upload DICOM files and many more features.

vindr-lab-deployment

Getting started with VinDr Lab. We support Kubernetes and Docker deployments.

vindr-lab-id-generator

A part of the VinDr Lab project. For each study or task of a project, this service generates a new integer value which based on the key as string.

vindr-lab-uploader

A part of the VinDr Lab project. Uploader modifies and transfers the DICOM files to database.

vindr-lab-viewer

A part of the VinDr Lab project. Base on OHIF, VinDr Lab Viewer allows for the manipulation, annotation, and serialization of observations and many more features.

vindr-mammo