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Andrew Hundt's Projects

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

objrecransac icon objrecransac

RANSAC variant for 3D object recognition in occluded scenes.

opencv icon opencv

Open Source Computer Vision Library

openrave icon openrave

An environment for testing, developing, and deploying robotics motion planning algorithms.

pangolin icon pangolin

Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.

pcl icon pcl

Point Cloud Library (PCL)

ppfmap icon ppfmap

Point Pair Features are used for rigid object detection in point clouds

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rainbow icon rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rbdyn icon rbdyn

RBDyn provide a set of class and function to model the dynamics of rigid body system.

renas icon renas

TensorFlow code for paper "Training Frankenstein's Creature to Stack: HyperTree Architecture Search"

robone icon robone

Robotic Orhopedic Surgery assistant

robot-grasp icon robot-grasp

a project to use learning to solve the robotic grasp problem

robot-grasp-detection icon robot-grasp-detection

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

robotics_setup icon robotics_setup

Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.

rules icon rules

Repository for the official rules of CMU Sweepstakes

ryppl icon ryppl

The ryppl command-line tool

sacred icon sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

sacredx icon sacredx

reproducable experiment integration of IDSIA/sacred with the xonsh shell

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