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UM & Ford Center for Autonomous Vehicles (FCAV)'s Projects

driving-in-the-matrix icon driving-in-the-matrix

Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

failing-to-learn icon failing-to-learn

Code for Failing to Learn paper (https://ieeexplore.ieee.org/document/8412512/)

fmp-dataset icon fmp-dataset

A repository containing FCAV M-Air Pedestrian (FMP) Dataset of monocular RGB images and Planar LiDAR data for pedestrian detection.

lcm icon lcm

Lightweight Communications and Marshalling

lisnownet icon lisnownet

LiSnowNet: Real-time Snow Removal for LiDAR Point Cloud

loner icon loner

[RA-L 2023] Official Code Release for LONER: LiDAR Only Neural Representations for Real-Time SLAM

mnist_tf icon mnist_tf

Using convolutional neural network to classify handwritten digits (MNIST) in TensorFlow.

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

nsavp_tools icon nsavp_tools

Documentation and software tools for the Novel Sensors for Autonomous Vehicle Perception (NSAVP) dataset

osp icon osp

Code for Off The Beaten Sidewalk paper (https://arxiv.org/abs/2006.00962)

pedx icon pedx

Python tools for working with PedX dataset.

pytorch_wavelets icon pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

sim_traj icon sim_traj

Code for Stochastic Sampling Simulation paper (https://ieeexplore.ieee.org/document/8967857)

velo2cam_calibration icon velo2cam_calibration

Automatic Extrinsic Calibration Method for LiDAR and Camera Sensor Setups. ROS Package.

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