Phan Hoang's repositories
matterport-maskrcnn-with-tensorflow-serving
Custom Mask R-CNN matterport's model with tensorflow serving
attentionocr
Attention OCR in Tensorflow 2.0
AttentionOCR_tensorpack
Scene text recognition
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
Deep-Metric-Learning-Baselines
PyTorch Implementation for Deep Metric Learning Pipelines
DeepSegmentor
A Pytorch implementation of DeepCrack and RoadNet projects.
dit
Python package for information theory.
handwritten-text-recognition
An implementation of HTR using TensorFlow 2.0
kaggle-kuzushiji-2019
Kaggle Kuzushiji Recognition: 2nd place solution
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.
keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
kuzushiji-recognition
Kaggle Kuzushiji Recognition: code for the 8th place solution.
mtl-text-recognition
multi-task learning for text recognition with joint CTC-attention
NeuralSteganography
STEGASURAS: STEGanography via Arithmetic coding and Strong neURAl modelS
ocr.pytorch
A pure pytorch implemented ocr project including text detection and recognition
PAN.pytorch
A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
recomlive
Recom.live — the real-time recommendation system
SimilarityLearning
Similarity Learning applied to Speaker Verification and Semantic Textual Similarity
stanford-chest-radiography-competition
Solution for chest radiography competition [Stanford] - https://stanfordmlgroup.github.io/competitions/chexpert/
temporal-shift-module
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.
TextRecognitionDataGenerator
A synthetic data generator for text recognition
tutorials
Tutorials for creating and using ONNX models
VSRN
PyTorch code for ICCV'19 paper "Visual Semantic Reasoning for Image-Text Matching"
yasa
YASA (Yet Another Spindle Algorithm) : fast and robust detection of spindles, slow-waves, and REMs from sleep EEG recordings.
Yolact_minimal
Minimal PyTorch implementation of YOLACT.