Thanh Nguyen-Duc's repositories
Bidirectional-LSTM-and-Convolutional-Neural-Network-For-Temperature-Prediction
We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.
An-Unsupervised-Learning-Bidirectional-3D-Image-Registration
The model contains 1 encoder and 2 decoders for bidirectional (source -> target, target -> source) 3D images registration with skip connections like Unet.
Cross-adversarial-local-distribution-regularization
Official code for Cross-adversarial local distribution regularization for semi-supervised medical image segmentation
Adversarial-local-distribution-regularization-for-knowledge-distillation
Offical Adversarial local distribution regularization for knowledge distillation
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
awesome-knowledge-distillation-1
Awesome Knowledge Distillation
cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
dicom-dimse-native
node js native addon for dimse services
DICOM-Imaging-Router
Automatic Classification of Human Body Parts from X-ray Images Using Deep Convolutional Neural Networks
fcdd
Repository for the Explainable Deep One-Class Classification paper
keras-yolo3
Training and Detecting Objects with YOLO3
MIDL2021-VinDr-RibCXR
VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
python-novice-inflammation
Programming with Python
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
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
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.