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
[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
TransReID: Transformer-based Object Re-Identification
Tự động thêm dấu tiếng việt dùng Transformer model
The repository is the code for the paper "End-to-End Video Object Detection with Spatial-TemporalTransformers"
TResNet: High Performance GPU-Dedicated Architecture
Classification for chest X ray images of tuberculosis using PyTorch, Timm, and modified EfficientNet family. This repo is implemented to our paper Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning" published on ESWA
Reproduce results from "Brain Tumor Type Classification via Capsule Networks" (Afshar et al.) for a final project in a Deep Learning class at Cal Poly San Luis Obispo.
Turi Create simplifies the development of custom machine learning models.
Code for all my tutorials
Tutorial content from ImmersiveLimit.com
A tutorial series by Preferred.AI
AI-related tutorials. Access any of them for free ↓
Tutorials for creating and using ONNX models
PyTorch tutorials.
A W.I.P desktop application for a new typesetting language, typst.
U-Net: Convolutional Networks for Biomedical Image Segmentation
Image segmentation of nuclei using Deep Convolution Neural networks derived from U-net
Unsupervised Data Augmentation (UDA)
Repository with code for PyTorch Challenge Lab
Udacity Data Science Nanodegree program, deep learning on Pytorch, image classification (flowers)
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
uLTRA is a long-read splice aligner with high accuracy from using a guiding annotation
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
Estimating uncertainty of neural networks for automated screening of Diabetic Retinopathy using the PyTorch framework. I am also generating visual explanation of the deep learning system to convey the pixels in the image that influences its decision Integrated Gradient method.
Underthesea - Vietnamese NLP Toolkit
U-Net Model for Image Segmentation Problems using PyTorch 0.4
U-Net Biomedical Image Segmentation
Paper and implementation of UNet-related model.
U-Net implementation in Tensorflow
U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597