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
Hummingbird compiles trained ML models into tensor computation for faster inference.
reference pytorch code for intent classification
Mask-RCNN based model to automatically identify potential pneumonia cases
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2021, 59(7): 5966-5978.
Final Project of the Udacity AI Programming with Python Nanodegree
Converts a given image directory to a CSV file.
Implementation of Segnet, FCN, UNet and other models in Keras.
Pytorch based complete image classification library
pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Downloader from ImageNet Image URLs
ImageNet-R(endition) and DeepAugment
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
Text classification on the famous Imdb dataset on Kaggle. I have used different approaches. Please refer Readme for details.
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.