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rws's Projects

bmw-tensorflow-training-gui icon bmw-tensorflow-training-gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! Training with TensorFlow has never been so easy.

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

flownet2-client icon flownet2-client

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

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.

kitti_ros icon kitti_ros

A ROS-based player to replay KiTTI dataset.

laika icon laika

Simple Python GNSS processing library

lidar-resources icon lidar-resources

A list of references on lidar point cloud processing for autonomous driving

monoslam.py3 icon monoslam.py3

A prototype implementation of a monocular SLAM algorithm in Python 3

pseudo_lidar icon pseudo_lidar

(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

sarosperceptionkitti icon sarosperceptionkitti

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

segmenters_lib icon segmenters_lib

The LiDAR segmenters library, for segmentation-based detection.

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