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The Top 23 Metric Learning Open Source Projects

Open source projects categorized as Metric Learning
Categories > Machine Learning > Metric Learning
Pytorch Hdml ⭐ 20
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
most recent commit 3 years ago
Push And Pull Network ⭐ 20
The official implementation of P^2Net (Push-and-Pull Network) for fine-grained ship classification in remote sensing images
most recent commit 9 months ago
Instance Seg ⭐ 20
instance segmentation with deep metric learning and context
most recent commit 6 years ago
Proxy Synthesis ⭐ 20
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
most recent commit 3 years ago
Metriclearning Mnist Pytorch ⭐ 19
Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.
most recent commit 3 years ago
Nccnet ⭐ 19
Weakly Supervised Deep Metric Learning for Template Matching
most recent commit 6 years ago
Matanet ⭐ 19
This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".
most recent commit 2 years ago
Robrank ⭐ 18
Adversarial Attack and Defense in Deep Ranking, arXiv:2106.03614
most recent commit 4 months ago
Globalfsl2019 ⭐ 18
Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)
most recent commit a year ago
Gsv Cities ⭐ 17
GSV-Cities: a dataset and framework for visual place recognition
most recent commit a year ago
Metric_learning_adversarial_robustness ⭐ 17
Code for NeurIPS 2019 Paper
most recent commit 4 years ago
Advrank ⭐ 17
Adversarial Ranking Attack and Defense, ECCV, 2020.
most recent commit 3 years ago
Autoencoder_vs_metriclearning ⭐ 17
AutoEncoder vs Metric Learning for Anomaly Detection
most recent commit 4 years ago
Ssen ⭐ 16
Code for Spatial Semantic Embedding Network:Fast 3D Instance Segmentation with Deep Metric Learning
most recent commit 4 years ago
Pedcc Loss ⭐ 16
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids
most recent commit a year ago
Metric Learning ⭐ 16
Use metric learning to cluster images and run similar image queries
most recent commit 7 years ago
Mhcln ⭐ 15
Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images
most recent commit 4 years ago
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)
most recent commit 4 years ago
Camel ⭐ 15
MATLAB code for our ICCV'17 work: CAMEL (Clustering-based Asymmetric MEtric Learning)
most recent commit 5 years ago
Unpg ⭐ 15
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition
most recent commit 2 years ago
Classification ⭐ 15
图像识别框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
most recent commit 2 years ago
Skeleton Dml ⭐ 15
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition
most recent commit a year ago
Metric Learning For Regression ⭐ 15
Applying metric learning to kin8nm
most recent commit 9 years ago
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