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jizhihang's Projects

machine-learning-octave icon machine-learning-octave

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machinelearningfinalproject icon machinelearningfinalproject

Handwritten character recognition using sparse representation-based classification by Wright et al (2009) as final project of CSE 5327, York University

malsar icon malsar

Multi-task learning via Structural Regularization

manfredi_segmentation icon manfredi_segmentation

An implementation of Manfredi, Grana, and Cucchiara's 2014 ICPR paper "Learning Graph Cut Energy Functions For Image Segmentation" Which Develops on Bertelli,Yu, Vu, and Gokturks "Kernelized Structural SVM Learning For Supervised Object Segmentation"

manifoldwarping icon manifoldwarping

Code for the AAAI 2012 Manifold Warping paper: http://people.cs.umass.edu/~ccarey/pubs/ManifoldWarping.pdf

mapreduce-lite icon mapreduce-lite

A C++ implementaton of MapReduce without distributed filesystem

marks_based_ocr-good icon marks_based_ocr-good

Matlab based document image analysis and classification system, that makes heavy use of contextual and language cues to decode image glyphs

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.

matconvnet-calvin icon matconvnet-calvin

Code for several state-of-the-art papers in object detection and semantic segmentation.

matconvnet-fcn icon matconvnet-fcn

A MatConvNet-based implementation of the Fully-Convolutional Networks for image segmentation

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.

matlab-1 icon matlab-1

MATLAB scripts for generic purposes, image processing, and data analyses of fMRI, electrophysiology, and multi-electrode array.

matlabcnn icon matlabcnn

Matlab codes for 2D Convolutional Neural Network

matlabpyrtools icon matlabpyrtools

MatLab tools for multi-scale image processing, including Laplacian pyramids, Wavelets, and Steerable Pyramids

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