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Yi-Ting Chen's Projects

py-faster-rcnn icon py-faster-rcnn

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

pydensecrf icon pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pymc icon pymc

Bayesian inference in Python

pypcd icon pypcd

PCL pcd fileformat i/o in Python

recipes icon recipes

Lasagne recipes: examples, IPython notebooks, ...

sentience icon sentience

Automatically exported from code.google.com/p/sentience

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

video_inference icon video_inference

mean field based inference for dense semantic video segmentation with higher order clique potentials (Pn Potts model)

volumetric_mapping icon volumetric_mapping

A repository for 3D volumetric (occupancy) maps, providing a generic interface for disparity map and pointcloud insertion, and support for custom sensor error models.

voxnet icon voxnet

3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

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