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Alexander Melekhin's Projects

alphapose icon alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

cv_course_2024 icon cv_course_2024

Семинары курса "Компьютерное зрение", весна 2024

geotransformer icon geotransformer

[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration

hpointloc icon hpointloc

HPointLoc: open dataset and framework for indoor visual localization based on synthetic RGB-D images

hregnet icon hregnet

[ICCV 2021] HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration

ilcc icon ilcc

Intensity-based_Lidar_Camera_Calibration

kaggle_api_docker icon kaggle_api_docker

Simple Dockerfile with a Kaggle API package. May be used in cases when you do not have access to install the package directly.

minkloc3dv2 icon minkloc3dv2

MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

mssplace icon mssplace

Multi-Sensor Place Recognition with Visual and Text Semantics

oneformer icon oneformer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

overlaptransformer icon overlaptransformer

[RAL/IROS 2022] OverlapTransformer: An Efficient and Yaw-Angle-Invariant Transformer Network for LiDAR-Based Place Recognition.

patch-netvlad icon patch-netvlad

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

regformer icon regformer

[ICCV2023]RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration

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