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3d-machine-learning

A resource repository for 3D machine learning

a2j

Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019

albumentations

fast image augmentation library and easy to use wrapper around other libraries

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

chainer-fast-neuralstyle

Chainer implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution".

clstm

A small C++ implementation of LSTM networks, focused on OCR.

craftgbd

code for CUImage and CUVideo

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

deeprl-informationextraction

Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954

edges

This repository contains the code and evaluation results for the paper: "Towards improving edge quality using combinatorial optimization and a novel skeletonize algorithm"

frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

generate_db

Generate a synthetic characters database using C++, OpenCV, Boost and Freetype

glyphigo

glyphIgo is a Swiss Army knife for dealing with fonts and EPUB eBooks

grid-lstm

Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf

gtsrb.torch

Traffic sign recognition with Torch

handwritingnet

RNN for producing text to handwriting image

hmodel

Sphere Meshes for Real-Time Hand Modeling and Tracking

imgaug

Image augmentation for machine learning experiments.

jule-torch

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

kaldi

This is now the official location of the Kaldi project.

kws-lstm

keyword spotting with lstm

lstm-dtw-keyword-spotting

models

Models built with TensorFlow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

neural-slam

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

neural-style

Torch implementation of neural style algorithm

neuronet

neural network project specially designed for neuron segmentation

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pocketsphinx_keyword_spotting

Use Pocketsphinx to detect keywords offline

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version