Name: Linh T. Duong
Type: User
Company: KTH Royal Institute of Technology
Bio: Obtain a PhD in medical microbiology from the University of Greifswald, Germany. Interested in Microbiology, Molecular biology, Epidemiology, & Machine Learning
Twitter: DuongTuanLinh1
Location: Stockholm - Sweden
Blog: https://scholar.google.com/citations?user=aZKRy1oAAAAJ&hl=en
Linh T. Duong's Projects
Image augmentation for machine learning experiments.
Flask based Web application for predicting the income of a person
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.
Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
Introductory deep learning tutorial with Tensorflow
Official Code for Invertible Residual Networks
PyTorch iOS examples
A curated collection of iOS, ML, AR resources sprinkled with some UI additions
IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition
ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
Automated scoring code for the ISIC Challenge.
Results of Task 3 ISIC 2018 Challenge to detect Melanoma
Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)
Code for the ISIC2019 Challenge
JAMA 2016; 316(22) Replication Study
JournalDev Projects
Convert JSON datasets into YOLO (darknet) format.
An ongoing list of pandas quirks
11th place submission for Kaggle's Diabetic Retinopathy Competition
This is the baseline of Kaggle-dog-breed-classification on Python, Keras, and TensorFlow.