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zhizhen's Projects

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.

deeppyramid icon deeppyramid

Deep feature pyramids for various computer vision algorithms (DPMs, pyramid R-CNN, etc.)

detectandtrack icon detectandtrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

dnt icon dnt

Dual Deep Network for Visual Tracking

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

libfacedetection icon libfacedetection

A binary library for face detection in images. You can use it free of charge with any purpose.

node icon node

Node.js JavaScript runtime :sparkles::turtle::rocket::sparkles:

pcv icon pcv

Open source Python module for computer vision

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

resume icon resume

My resume comes in many different formats, all generated from Markdown by Pandoc.

spp_net icon spp_net

SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

text_objseg icon text_objseg

Code release for Hu et al. Segmentation from Natural Language Expressions in arXiv:1603.06180, 2016

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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