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jizhihang's Projects

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

imdescrip icon imdescrip

A collection of python tools for extracting descriptors from images (whole and sub-image descriptors).

img-face-detection icon img-face-detection

Implementation of the Robust Real-Time Face Detection of Paul Viola and Michael J. Jones, in MATLAB

imgclass icon imgclass

Image binary classification using Bag-of-Features approach (OpenCV)

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

imperator-good icon imperator-good

A modular toolbox that wraps OpenCV functions to simplify image matching and classification.

indoorunderstanding_3dgp icon indoorunderstanding_3dgp

The code implement the method described in the 3DGP paper published in CVPR13 (see README for full title).

intro-vision icon intro-vision

Code for the Introduction to Computer Vision Course 2015

isa_sfa icon isa_sfa

A new hybrid ML method which combines ISA and SFA to gain both spatial and temporal features for action recognition. Reaches over 44% meanAP on Hollywood2 dataset.

ista_lasso icon ista_lasso

Iterative Shrinkage Thresholding Algorithm (ISTA) for LASSO problem

iwt_tetra_tobcat icon iwt_tetra_tobcat

All software linked to the IWT TETRA project TOBCAT (http://www.eavise.be/tobcat)

kaggle-rcic-1st icon kaggle-rcic-1st

1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge -- https://www.kaggle.com/c/recursion-cellular-image-classification/

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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