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Search results for pytorch metric learning

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53 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.

Person_reid_baseline_pytorch ⭐ 3,865

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_p

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Open Reid ⭐ 1,012

Open source person re-identification library in python

Open Metric Learning ⭐ 699

Library for metric learning pipelines and models.

Quaterion ⭐ 580

Blazing fast framework for fine-tuning similarity learning models

Prototypical Networks ⭐ 524

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

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.

Declutr ⭐ 349

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Batch Dropblock Network ⭐ 311

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

Magnetloss Pytorch ⭐ 213

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Metric Learning Divide And Conquer ⭐ 213

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

Angular Penalty Softmax Losses Pytorch ⭐ 185

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

Pytorch Image Retrieval ⭐ 147

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

code for ICCV19 paper "Deep Meta Metric Learning"

Fastap Metric Learning ⭐ 85

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

Pymetric ⭐ 63

pytorch metric learning tools and pycls

Triplet Loss Pytorch ⭐ 61

Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️

Pointglr ⭐ 60

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

Open Ucn ⭐ 52

Fully convolutional metric learning for geometric image correspondences.

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

Cvpr2020_pads ⭐ 36

Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)

Recipe1m.bootstrap.pytorch ⭐ 34

Retrieve recipes from foodie pictures using Deep Learning and Pytorch

Invariance Equivariance ⭐ 33

"Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (CVPR 2021)

Speakerembeddinglosscomparison ⭐ 30

Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP 2020

Hier Cvpr23 ⭐ 28

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

Awesome Few Shot Meta Learning ⭐ 27

awesome few shot / meta learning papers

Pytorch Hdml ⭐ 20

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

Instance Seg ⭐ 20

instance segmentation with deep metric learning and context

Proxy Synthesis ⭐ 20

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

Metriclearning Mnist Pytorch ⭐ 19

Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.

Globalfsl2019 ⭐ 18

Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)

Online Soft Mining And Class Aware Attention Pytorch ⭐ 15

(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)

Classification ⭐ 15

图像识别框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)

Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

Pytorchcml ⭐ 14

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)

Spl Advise ⭐ 13

PyTorch code for BMVC 2018 paper: "Self-Paced Learning with Adaptive Visual Embeddings"

DenseCL + regionCL-D

Weakly Supervised Temporal Action Localization Using Deep Metric Learning

Hcn Prototypeloss Pytorch ⭐ 10

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

Whales Classification ⭐ 7

My solution to the Global Data Science Challenge

Contra_triplet__loss ⭐ 6

Basics of Metric Learning

Image Anomaly Det ⭐ 6

Visual Similarity Search ⭐ 5

Visual similarity search engine demo with use of PyTorch Metric Learning and Qdrant

Deep Metric Learning ⭐ 5

CS231N: Project

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