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andrew guo's Projects

anserini icon anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

capreolus icon capreolus

A toolkit for end-to-end neural ad hoc retrieval

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dope icon dope

Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)

dope_training icon dope_training

Training, Inference, and Evaluation Scripts for Deep Object Pose

egg icon egg

Collection of small projects from 2019

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

lanelet2 icon lanelet2

Map handling framework for automated driving

megapose6d icon megapose6d

Code for "MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare", CoRL 2022.

nvdiffrec icon nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

orbit icon orbit

Unified framework for robot learning built on NVIDIA Isaac Sim

privacy icon privacy

Library for training machine learning models with privacy for training data

pygaggle icon pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

pyserini icon pyserini

Pyserini is a Python toolkit designed to support reproducible IR Research with sparse and dense representations

vitpose icon vitpose

PyTorch implementation of ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation

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