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24 search results found

Pytorch Metric Learning ⭐ 5,734

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Open Metric Learning ⭐ 699

Library for metric learning pipelines and models.

Hardnet ⭐ 458

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

Segsort ⭐ 157

SegSort: Segmentation by Discriminative Sorting of Segments

Minkloc3d ⭐ 78

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

Minklocmultimodal ⭐ 73

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

Pointglr ⭐ 60

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

Refilled ⭐ 47

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

Minkloc3dv2 ⭐ 41

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

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Hier Cvpr23 ⭐ 28

Official PyTorch Implementation of HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization, CVPR 2023

Tf Metric Learning ⭐ 28

Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.

Generalized Deep Metric Learning.

This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".

Gsv Cities ⭐ 17

GSV-Cities: a dataset and framework for visual place recognition

Radarloc ⭐ 10

RadarLoc: Large-Scale Topological Radar Localization Using Learned Descriptors

EgoNN: Egocentric Neural Network for Point Cloud Based 6DoF Relocalization at the City Scale

Fastsiam Wafers ⭐ 6

Self-Supervised Representation Learning of Wafer Maps with FastSiam

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