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sandyhsia's Projects

autoware icon autoware

Open-source software for urban autonomous driving

basic-yolo-keras icon basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

cinatra icon cinatra

modern c++(c++20), cross-platform, header-only, easy to use http framework

codewarwww icon codewarwww

Start by codeWar. Review and re-think the alternatives.

cpd icon cpd

C++ implementation of the Coherent Point Drift point set registration algorithm.

deep-rl icon deep-rl

Collection of Deep Reinforcement Learning algorithms

gmmreg icon gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

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.

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

lsh icon lsh

Simple shell implementation. Tutorial here ->

mmcv icon mmcv

OpenMMLab Computer Vision Foundation

pycpp_binding_refcode icon pycpp_binding_refcode

Here is the workable pycpp_binding code. Mainly want to deal with opencv + cuda + python binding, one successful example is in cuda_stereobp, but the syntax is not sync with opencv-cpp now. Need changes. [To be cont.]

python-pcl icon python-pcl

Python bindings to the pointcloud library (pcl)

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