Andrew Hundt's Projects
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
A lot of different object recognition methods using pcl.
RANSAC variant for 3D object recognition in occluded scenes.
Open Source Computer Vision Library
Repository for OpenCV's extra modules
ROS wrapper for openni 2.0
Calibration tool for OpenNI sensors
An environment for testing, developing, and deploying robotics motion planning algorithms.
A C++ implementation of OpenTLD
Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.
Assignment #3: Threeโs Company MapReduce
Point Cloud Library (PCL)
Awesome timeseries visualization
Point Pair Features are used for rigid object detection in point clouds
Python 3 bindings for SQLCipher
Library for building powerful interactive command lines in Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Rainbow: Combining Improvements in Deep Reinforcement Learning
RBDyn provide a set of class and function to model the dynamics of rigid body system.
Bindings of the Remote API for various languages
TensorFlow code for paper "Training Frankenstein's Creature to Stack: HyperTree Architecture Search"
Robotic Orhopedic Surgery assistant
a project to use learning to solve the robotic grasp problem
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.
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.
Repository for the official rules of CMU Sweepstakes
The ryppl command-line tool
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
reproducable experiment integration of IDSIA/sacred with the xonsh shell