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The Top 23 Python Pytorch Metric Learning Open Source Projects

Open source projects categorized as Python Pytorch Metric Learning
Categories > Machine Learning > Metric Learning
Deep Person Reid ⭐ 4,029
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 3 months ago
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
most recent commit 3 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Open Reid ⭐ 1,012
Open source person re-identification library in python
most recent commit 5 years ago
Quaterion ⭐ 580
Blazing fast framework for fine-tuning similarity learning models
total releases 32most recent commit 4 months ago
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 6 years ago
Hardnet ⭐ 458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
most recent commit a year ago
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!
most recent commit a year ago
Deep Metric Learning Baselines ⭐ 330
PyTorch Implementation for Deep Metric Learning Pipelines
most recent commit 4 years ago
Fcgf ⭐ 304
Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.
most recent commit 3 years ago
Rkd ⭐ 270
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
most recent commit 3 years ago
Metric Learning Divide And Conquer ⭐ 213
Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019
most recent commit 5 years ago
Magnetloss Pytorch ⭐ 213
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
most recent commit 6 years ago
Angular Penalty Softmax Losses Pytorch ⭐ 185
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
most recent commit 4 years ago
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).
most recent commit 4 years ago
Disent ⭐ 87
🧶 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
total releases 34most recent commit a year ago
Dmml ⭐ 87
code for ICCV19 paper "Deep Meta Metric Learning"
most recent commit 5 years ago
Pymetric ⭐ 63
pytorch metric learning tools and pycls
most recent commit 2 years ago
Triplet Loss Pytorch ⭐ 61
Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
most recent commit 2 years ago
Pointglr ⭐ 60
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)
most recent commit 4 years ago
Open Ucn ⭐ 52
Fully convolutional metric learning for geometric image correspondences.
most recent commit 4 years ago
Tce ⭐ 39
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
most recent commit 3 years ago
Cvpr2020_pads ⭐ 36
Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)
most recent commit 4 years ago
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