Phan Hoang (huyhoang17)

huyhoang17

Geek Repo

Company:HUST

Location:Hanoi, Vietnam

Home Page:https://www.linkedin.com/in/phanhoang

Twitter:@__phanhoang__

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Phan Hoang's repositories

CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

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GCNII

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

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SciTSR

Table structure recognition dataset of the paper: Complicated Table Structure Recognition

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bertsearch

Elasticsearch with BERT for advanced document search.

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PyLaia

A deep learning toolkit specialized for handwritten document analysis

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Transformer_STR

PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.

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joeynmt

Minimalist NMT for educational purposes

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DBNet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

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SRN.pytorch

Unofficial PyTorch implementation of Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

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TIP

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS 2019)

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flowers102_retrieval_streamlit

Flower retrieval with streamlit

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lightning-text-classification

Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.

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Graph-Convolution-on-Structured-Documents

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

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KDD-2019-Hands-on

DGL tutorial in KDD 2019

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keras-maskrcnn

Keras implementation of MaskRCNN object detection.

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arcface-tf2

ArcFace unofficial Implemented in Tensorflow 2.0+ (ResNet50, MobileNetV2). "ArcFace: Additive Angular Margin Loss for Deep Face Recognition" Published in CVPR 2019. With Colab.

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fast-reid

SOTA ReID Methods

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machine-learning-snippets

[WIP] Some useful code snippets in Machine Learning, Deep Learning, Data Science that can make you more productive

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attention-ocr

A pytorch implementation of the attention based ocr

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keras-retinanet

Keras implementation of RetinaNet object detection.

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ASFF

yolov3 with mobilenet v2 and ASFF

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Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

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Split_Merge_table_recognition

An implementation of the Splitting and Merging table recognition method.

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pair

Pair: image-based product collection recommender

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DifferentiableBinarization

DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow

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keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

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attentionocr

Attention OCR in Tensorflow 2.0

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Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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dit

Python package for information theory.

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