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alexjunholee's Projects

better-flow icon better-flow

Motion compensation for event-based cameras using gradient of timestamps

cmrnet icon cmrnet

Code for "CMRNet: Camera to LiDAR-Map Registration" (ITSC 2019) - WIP

convmixer icon convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

cv icon cv

personal curriculum vitae

deit icon deit

Official DeiT repository

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

edge-lbam icon edge-lbam

Pytorch implementation of paper "Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps"

eventvlad icon eventvlad

codebase for the 2021 IROS paper "EventVLAD: Visual Place Recognition with Reconstructed Edges from Event Cameras"

fast_lio icon fast_lio

A computationally efficient and robust LiDAR-inertial odometry (LIO) package

flir_gige icon flir_gige

A ros driver for flir ax5 gige thermal camera

gradslam icon gradslam

gradslam is an open source differentiable dense SLAM library for PyTorch

handeye_calib_camodocal icon handeye_calib_camodocal

Easy to use and accurate hand eye calibration which has been working reliably for years (2016-present) with kinect, kinectv2, rgbd cameras, optical trackers, and several robots including the ur5 and kuka iiwa.

ia_lio_sam icon ia_lio_sam

IA-LIO-SAM is enhanced LIO-SAM using Intensity and Ambient channel from OUSTER LiDAR.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lbam_pytorch icon lbam_pytorch

Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019)

lc2_crossmatching icon lc2_crossmatching

Codes for Paper <LC2: LiDAR-Camera Loop Constraints From Cross-Modal Place Recognition>.

levit icon levit

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

loftr icon loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

lvi-sam icon lvi-sam

LVI-SAM: Tightly-coupled Lidar-Visual-Inertial Odometry via Smoothing and Mapping

mader icon mader

Trajectory Planner in Multi-Agent and Dynamic Environments

mlcc_modified icon mlcc_modified

Fast and Accurate Extrinsic Calibration for Multiple LiDARs and Cameras

mobiuscnns icon mobiuscnns

This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent Convolutional Networks.

patch-netvlad icon patch-netvlad

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

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