Polaris's starred repositories

driving-benchmarks

Repository to store different driving benchmarks that run on the CARLA simulator

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reinforcement-learning

Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm.

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CloudCompare

CloudCompare main repository

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CamVox

[ICRA2021] A low-cost SLAM system based on camera and Livox lidar.

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second.pytorch

PointPillars for KITTI object detection

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CUDA-PointPillars

A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.

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nuscenes2mcap

Convert nuscenes data to mcap file format

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DR-Attacker

code for the paper "Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation" (TPAMI 2021)

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ceres-solver

A large scale non-linear optimization library

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CamLaserCalibraTool

Extrinsic Calibration of a Camera and 2d Laser

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Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

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INF

INF: Implicit Neural Fusion for LiDAR and Camera (IROS2023)

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ca2lib

LiDAR-Camera calibration toolbox

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iLQR_jax_racing

Autonomous racing using ILQR and JAX.

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CONSOLE

Code of the paper "Correctable Landmark Discovery via Large Models for Vision-Language Navigation" (TPAMI 2024)

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FitNets

FitNets: Hints for Thin Deep Nets

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EFFOcc

EFFOcc: A Minimal Baseline for EFficient Fusion-based 3D Occupancy Network

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knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

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Sim2Real-VLN-3DFF

Official implementation of Sim-to-Real Transfer via 3D Feature Fields for Vision-and-Language Navigation.

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spoc-robot-training

SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World

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Awesome-LLM4AD

A curated list of awesome LLM for Autonomous Driving resources (continually updated)

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TCP

[NeurIPS 2022] Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline.

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deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

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H-OBCA

Hierarchical Optimization-Based Collision Avoidance - a path planner for autonomous parking

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OBCA

Optimization-Based Collision Avoidance - a path planner for autonomous navigation

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whisper

Robust Speech Recognition via Large-Scale Weak Supervision

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