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zmxheart's Projects

draw icon draw

Reimplementation of DRAW

east icon east

A tensorflow implementation of EAST text detector

handwriting icon handwriting

Code and procdures for handwriting object detection and recognition

im2latex-tensorflow icon im2latex-tensorflow

Tensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)

latticelstm icon latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mdlstm icon mdlstm

Multi-dimensional LSTM implementation in TensorFlow

mobile-deep-learning icon mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

model-compression icon model-compression

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

moving-least-squares icon moving-least-squares

Implementation of three algorithms of image deformation using moving least squares. http://dl.acm.org/citation.cfm?doid=1179352.1141920

np_ml icon np_ml

A tool library which implement classical machine learning algorithms with numpy.

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