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Pengpeng Yao's Projects

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电子图书

bag_of_features icon bag_of_features

Image Classification Based on Bag of Features with SIFT and SURF Descriptors

deephuman icon deephuman

Code for our ICCV paper "DeepHuman: 3D Human Reconstruction from a Single Image"

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dpr icon dpr

Code for Deep Single-image Portrait Image Relighting

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

mxnet icon mxnet

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

prml icon prml

Pattern recognition and machine learning toolbox

prml-1 icon prml-1

Some IPython notebooks based on Bishop's "Pattern Recognition and Machine Learning" book

py-faster-rcnn icon py-faster-rcnn

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

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

refl_l1 icon refl_l1

The code and data in the paper <Spectral reflectance reconstruction using L1-norm penalization for colour reproduction>

ssh icon ssh

semi-supervised hashing

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