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joestark's Projects

3d-deepbox icon 3d-deepbox

3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)

a-loam icon a-loam

Advanced implementation of LOAM

aligntrajectory icon aligntrajectory

This code calculates the alignment between two trajectories. A transformation matrix (rotation, scale, and trasnalation) and the alignment error is calculated.

apollo icon apollo

An open autonomous driving platform

avod icon avod

Code for 3D object detection for autonomous driving

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

cartographer icon cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

demo_lidar icon demo_lidar

Depth Enhanced Monocular Odometry (camera and lidar version)

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

eskf_toy icon eskf_toy

A toy implementation of Error-State Kalman Filter, aiming at providing a code reference for the ESKF paper (http://www.iri.upc.edu/people/jsola/JoanSola/objectes/notes/kinematics.pdf)

evo icon evo

Python package for the evaluation of odometry and SLAM

frcnn icon frcnn

Faster R-CNN C++ version based on Caffe; support approximate joint train.

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

gpscalibration icon gpscalibration

A meter level precision GPS calibrator for out-door robots by fusion sensors of GPS satellite, point cloud, IMU and others. SLAM, various stochastic process models, point set registration, and Kalman filter are used.

graph-cut-ransac icon graph-cut-ransac

The Graph-Cut RANSAC algorithm proposed in paper: Daniel Barath, Jiri Matas, Graph-Cut RANSAC. It is available at https://arxiv.org/abs/1706.00984

grd icon grd

Geometric Relation Distribution (GRD) for loop closure in LiDAR 2D mapping problems.

grid_map icon grid_map

Universal grid map library for mobile robotic mapping

ip_basic icon ip_basic

Image Processing for Basic Depth Completion

iscloam icon iscloam

Intensity Scan Context based full SLAM implementation for autonomous driving.

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