self-supervised-learning · GitHub Topics

#计算机科学# The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

翻译 - 在应用程序中使用深度度量学习的最简单方法。模块化，灵活和可扩展。写在PyTorch中。

metric-learning deep-learning computer-vision machine-learning pytorch deep-metric-learning image-retrieval self-supervised-learning

Python6.02 k

20 天前

simclr

Google Research@google-research

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

翻译 - SimCLRv2-大型自我监督模型是强大的半监督学习者

simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2

Jupyter Notebook4.11 k

2 年前

mmselfsup

OpenMMLab@open-mmlab

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

翻译 - 自我监督学习工具箱和基准

self-supervised-learning unsupervised-learning pytorch moco simclr deepcluster swav simsiam

Python3.2 k

1 年前

lightly

@lightly-ai

#计算机科学# A python library for self-supervised learning on images.

翻译 - 用于自我监督学习的python库。

deep-learning self-supervised-learning machine-learning computer-vision pytorch embeddings contrastive-learning hacktoberfest contributions-welcome

Python3.17 k

7 天前

s3prl

@s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

翻译 - 自我监督的语音预训练和表征学习工具包。

speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc npc wav2vec

Python2.27 k

6 天前

DIG

@divelab

#计算机科学# A library for graph deep learning research

翻译 - 图深度学习研究库

deep-learning graph-neural-network graph-generation explainable-ml self-supervised-learning 3d-graph

Python1.89 k

4 个月前

EasyCV

阿里巴巴@alibaba

An all-in-one toolkit for computer vision

self-supervised-learning transformers classification computer-vision object-detection pytorch vision-transformer

Python1.69 k

7 个月前

SparK

@keyu-tian

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling...

bert convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution ssl cnn iclr

Python1.39 k

10 个月前

PaddleHelix

@PaddlePaddle • 百度

#计算机科学# Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

biocomputing machine-learning deeplearning rna-structure-prediction dti representation-learning graph-networks protein-structure-prediction self-supervised-learning ppi

Python1.01 k

18 天前

SimMIM

Microsoft@microsoft

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

翻译 - 这是“SimMIM: A Simple Framework for Masked Image Modeling”的官方实现。

self-supervised-learning masked-image-modeling image-classification swin-transformer

Python921

2 年前

Sound-of-Pixels

Hang Zhao@hangzhaomit

Codebase for ECCV18 "The Sound of Pixels"

翻译 - ECCV18“像素之声”的代码库

cross-modality sound-separation self-supervised-learning

Python368

3 年前