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stonlimart's Projects

flownet2-tf icon flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

graph-based-image-segmentation icon graph-based-image-segmentation

Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.

libigl icon libigl

Simple C++ geometry processing library.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mathematical-image-processing icon mathematical-image-processing

Implementations and examples of basic mathematical image processing algorithms. Based on the lectures "Mathematical Foundations of Image Processing" and "Variational Methods in Image Processing" by Prof. Berkels.

mesh-evaluation icon mesh-evaluation

Efficient C++ implementation of mesh-to-mesh and mesh-to-point distance.

mesh-fusion icon mesh-fusion

Python tool for obtaining watertight meshes using TSDF fusion.

mesh-processing-library icon mesh-processing-library

C++ library and programs that demonstrate mesh processing techniques in computer graphics published at ACM SIGGRAPH in 1992–1998

mesh-voxelization icon mesh-voxelization

C++ implementation for computing occupancy grids and signed distance functions (SDFs) from watertight meshes.

nyu-depth-v2-tools icon nyu-depth-v2-tools

Tools used in [2] to pre-process the ground truth segmentations to evaluate superpixel algorithms.

pymcubes icon pymcubes

Marching cubes (and related tools) for Python

stereo-vision icon stereo-vision

A multiple computer vision and machine learning algorithms development/integration

stereocalib icon stereocalib

实现摄像头的标定,双目摄像头的立体矫正、获取深度图和点云坐标,估计三维重建后的体积

tiny-cnn icon tiny-cnn

Fork of Tiny CNN, a C++11 convolutional neural network library.

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