Phan Hoang's repositories
flowers102_retrieval_streamlit
Flower retrieval with streamlit
attention-ocr
A pytorch implementation of the attention based ocr
attentionocr
Attention OCR in Tensorflow 2.0
machine-learning-snippets
[WIP] Some useful code snippets in Machine Learning, Deep Learning, Data Science that can make you more productive
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.
ASFF
yolov3 with mobilenet v2 and ASFF
DBNet.pytorch
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
DifferentiableBinarization
DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow
dit
Python package for information theory.
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
joeynmt
Minimalist NMT for educational purposes
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.
KDD-2019-Hands-on
DGL tutorial in KDD 2019
keras-maskrcnn
Keras implementation of MaskRCNN object detection.
keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
keras-retinanet
Keras implementation of RetinaNet object detection.
lightning-text-classification
Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.
ocr.pytorch
A pure pytorch implemented ocr project including text detection and recognition
pair
Pair: image-based product collection recommender
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
Split_Merge_table_recognition
An implementation of the Splitting and Merging table recognition method.
SRN.pytorch
Unofficial PyTorch implementation of Towards Accurate Scene Text Recognition with Semantic Reasoning Networks
TextRecognitionDataGenerator
A synthetic data generator for text recognition
TIP
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS 2019)
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.
VSRN
PyTorch code for ICCV'19 paper "Visual Semantic Reasoning for Image-Text Matching"