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45 search results found

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Deep_sort ⭐ 4,882

Simple Online Realtime Tracking with a Deep Association Metric

Ignite ⭐ 4,409

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

Perceptualsimilarity ⭐ 3,134

LPIPS metric. pip install lpips

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Torchmetrics ⭐ 1,913

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

Hiddenlayer ⭐ 1,750

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Avalanche ⭐ 1,583

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Liquid_time_constant_networks ⭐ 964

Code Repository for Liquid Time-Constant Networks (LTCs)

Deep_metric ⭐ 683

Deep Metric Learning

Disentangling Vae ⭐ 668

Experiments for understanding disentanglement in VAE latent representations

A High Level API for Deep Learning in JAX

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Laneatt ⭐ 418

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

Kaggle Imaterialist ⭐ 406

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Sharplearning ⭐ 372

Machine learning for C# .Net

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Neural Pipeline ⭐ 314

Neural networks training pipeline based on PyTorch

Deep Metric Learning Cvpr16 ⭐ 294

Main repository for Deep Metric Learning via Lifted Structured Feature Embedding

Vision Based Prediction ⭐ 278

Deep Learning for Vision-based Prediction

A general purpose recommender metrics library for fair evaluation.

Revisiting_deep_metric_learning_pytorch ⭐ 217

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

Magnetloss Pytorch ⭐ 213

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

Perceptualimageerror ⭐ 182

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

cpp deep_sort: C++ implementation of Simple Online Realtime Tracking with a Deep Association Metric

Tripletnet ⭐ 174

Deep metric learning using Triplet network

Mindpark ⭐ 166

Testbed for deep reinforcement learning

Deep_metric_learning ⭐ 148

Deep metric learning methods implemented in Chainer

Implementation of Hardness-Aware Deep Metric Learning (CVPR 2019 Oral) in Tensorflow.

Tensordash ⭐ 139

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

Generative Evaluation Prdc ⭐ 121

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

Lpips Pytorch ⭐ 114

A simple and useful implementation of LPIPS.

Ndvr Dml ⭐ 113

Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]

Model_log ⭐ 94

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具，可以记录模型训练过程当中的超参数、Loss、Accur

Conversational Toolkit. An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

code for ICCV19 paper "Deep Meta Metric Learning"

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

Torch Metrics ⭐ 78

Metrics for model evaluation in pytorch

Deepspectralclustering ⭐ 77

Pytorch Implemention of paper "Deep Spectral Clustering Learning", the state of the art of the Deep Metric Learning Paper

Multi Camera Object Tracking Via Transferring Representation To Top View ⭐ 75

Multi-Camera Object Tracking via Deep Metric Learning

PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

Symmetrical Synthesis ⭐ 66

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

Deep_sort_realtime ⭐ 61

A really more real-time adaptation of deep sort

Coffeeshop ⭐ 58

A python package that sends your deep learning training and validation metrics to your slack channel after every specified epoch

Embedding Expansion ⭐ 56

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

Deepembeding ⭐ 54

图像检索和向量搜索，similarity learning,compare deep metric and deep-hashing applying in image retrieval

Experiments logging & visualization

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

Beyond Binary Supervision Cvpr19 ⭐ 46

Official pytorch Implementation of Deep Metric Learning Beyond Binary Supervision, CVPR 2019

As a part of the HAKE project (HAKE-Object), code for SymNet (CVPR'20 and TPAMI'21).

Onemetric ⭐ 43

One Metrics Library to Rule Them All!

Funfusean ⭐ 41

Structural Similarity based Anatomical and Functional Brain Imaging Fusion

Ranked List Loss For Dml ⭐ 41

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

Object Detection And Tracking ⭐ 41

deep_sort_yolov3

Deep Learning Notes ⭐ 40

Notes from the DeepLearning.AI courses

Awesome Person Reid ⭐ 38

papers collection for person re-identification

Proxygml ⭐ 37

Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)

Deep Metric Embedding ⭐ 35

Papers and Codes about Deep Metric Learning/Deep Embedding

Metric_learning ⭐ 33

Metric Learning App Dev Resource

Calibration_library ⭐ 31

Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!

Tf Metric Learning ⭐ 28

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

3d Prostate Segmentation ⭐ 28

Segmentation of prostate from MRI scans

Awesome Few Shot Meta Learning ⭐ 27

awesome few shot / meta learning papers

Eccv2020_diva_multifeature_dml ⭐ 26

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.

Tf_ms_loss ⭐ 25

Tensorflow Implementation of Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

IQA: Deep Image Structure and Texture Similarity Metric

Openstaticanalyzer ⭐ 24

OpenStaticAnalyzer is a source code analyzer tool, which can perform deep static analysis of the source code of complex systems.

Group_loss ⭐ 21

Official code for "The Group Loss for Deep Metric Learning" paper (ECCV 2020)

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

Imagefusion Nestfuse ⭐ 20

NestFuse (IEEE TIM 2020)- Pytorch >= 0.4.1

Pytorch Hdml ⭐ 20

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

Objtrack ⭐ 19

实现常用的目标跟踪算法

Db_text_minimal ⭐ 19

[WIP] A Pytorch implementation of DB-Text - Real-time Scene Text Detection with Differentiable Binarization

Pytorch Siamese Triplet ⭐ 18

One-Shot Learning with Triplet CNNs in Pytorch

Code for the paper "Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning" (PETS 2019)

Autoencoder_vs_metriclearning ⭐ 17

AutoEncoder vs Metric Learning for Anomaly Detection

Sphericalembedding ⭐ 16

official pytorch implementation of "Deep Metric Learning with Spherical Embedding", NeurIPS 2020

Deep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images

Keras4torch ⭐ 15

A compatible-with-keras wrapper for training PyTorch models✨

MATLAB demo code for our TPAMI'19 work: DECAMEL (DEep Clustering-based Asymmetric MEtric Learning)

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

Library implementation of https://arxiv.org/abs/1908.05968v5

Pytorch Metrics ⭐ 13

Implementation of Evaluation Metrics for Pytorch

Adversarialprediction.jl ⭐ 12

Easily optimize generic performance metrics in differentiable learning.

Seg_metrics_pytorch ⭐ 12

Semantic Segmentation Metrics Functions on pytorch.[Currently for PASCAL VOC 2012, easily expandable]

Npairloss ⭐ 12

MPI-CAFFE implementation of <Improved Deep Metric Learning with Multi-class N-pair Loss Objective>

Torchfusion Utils ⭐ 11

A pytorch helper library for Mixed Precision Training, Initialization, Metrics and More Utilities to simplify training of deep learning models

Metrics.jl ⭐ 11

Metrics for evaluation of Machine Learning and Deep Learning Models

Deep_metric_loss ⭐ 11

Ml_evaluation_metrics ⭐ 10

Landscape of ML/DL performance evaluation metrics

Simple end-to-end deep learning with tensorflow

Weakly Supervised Temporal Action Localization Using Deep Metric Learning

Mc Cnn Ws ⭐ 10

Weakly supervised learning of deep metrics for stereo reconstruction, ICCV17

Tf_angular_loss ⭐ 10

Tensorflow Implementation of Deep Metric Learning with Angular Loss

Metric Guided Prototypes Pytorch ⭐ 9

PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.

A training framework for pytorch

Ensemblebench ⭐ 9

A holistic framework for promoting high diversity ensemble learning.

Pytorch Hyperlight ⭐ 9

The ML micro-framework built as a thin wrapper around PyTorch-Lightning and Ray Tune frameworks to push the boundaries of simplicity even further.

Signature Embedding ⭐ 9

A Deep Metric Learning Approach to Signature Verification

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