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Liangchuan's Projects

opendbc icon opendbc

democratize access to car decoder rings

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

panda icon panda

code powering the comma.ai panda

pcl icon pcl

Point Cloud Library (PCL)

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointrcnn icon pointrcnn

The PyTorch Implementation of PointRCNN for 3D Object Detection from Raw Point Cloud, CVPR 2019.

prsm icon prsm

Piecewise Rigid Scene Model - Implementation IJCV'15

px4-avoidance icon px4-avoidance

PX4 avoidance ROS node for obstacle detection and avoidance.

pydnet icon pydnet

Repository for pydnet, IROS 2018

raspberry-pi---traffic-sign-detection-and-classification icon raspberry-pi---traffic-sign-detection-and-classification

- When we try to implement traffic sign classifier algorithm on Raspberry pi 3B+ the real-time performance was unacceptable as the value of the raspberry pi's floating point is from 900 MHZ to 1200 MHZ which is very low relative to traffic sign classifier's floating point. - So instead of convolution neural network, we worked on another solution which is template matching algorithm. - Template matching is a technique for searching and finding location of an image that are similar to a patch (template) in large image (input image).

rebvo icon rebvo

Realtime Edge Based Visual Odometry for a Monocular Camera

research icon research

dataset and code for 2016 paper "Learning a Driving Simulator"

robocar icon robocar

Buillt on top of ROS and donkeycar hardware

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