Peiyun Hu's repositories

tiny

Tiny Face Detector, CVPR 2017

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wysiwyg

WYSIWYG: Exploiting Visibility for 3D Object Detection, CVPR 2020 (Oral)

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ff

Safe Local Motion Planning with Self-Supervised Freespace Forecasting, CVPR 2021

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mat-vae

A MATLAB implementation of Auto-Encoding Variational Bayes

opcseg

Learning to Optimally Segment Point Clouds, RAL/ICRA 2020

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alpf

Active Learning with Partial Feedback, ICLR 2019

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matconvnet

MatConvNet: CNNs for MATLAB

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mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

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A-LOAM

Advanced implementation of LOAM

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icra2017-visual-navigation

Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning

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Adv360-Pro-ZMK

Production repository for the all-new Advantage360 Professional using ZMK engine

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caffe

Caffe: a fast open framework for deep learning.

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cs274b

Homework for cs274b

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Det3D

A general 3D object detection codebse.

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hdbscan

A high performance implementation of HDBSCAN clustering.

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incubator-mxnet

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

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janus

IARPA Janus Program API

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loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

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MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

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nuscenes-devkit

The devkit of the nuScenes dataset.

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oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

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planning-centric-metrics

Learning to Evaluate Perception Models Using Planner-Centric Metrics

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python-pcl

Python bindings to the pointcloud library (pcl)

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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rosbook

Example code to accompany the book Programming Robots with ROS

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semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

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spacemacs

A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!

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spconv

Spatial Sparse Convolution in PyTorch

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toolbox

Piotr's Image & Video Matlab Toolbox

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