simsiam 开源项目推荐（34 个）

open-mmlab /mmselfsup

OpenMMLab自我监督学习工作表和基准

vturrisi /solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

tensorflow /similarity

TensorFlow Similarity是一个python包，专注于使相似性学习变得快速简单。

p-giakoumoglou /pyssl

Self-Supervised Learning in PyTorch

leaderj1001 /SimSiam

Exploring Simple Siamese Representation Learning

V2AI /SelfSup

Collections of self-supervised methods, based on cvpods.

theolepage /sslsv

Toolkit for training and evaluating Self-Supervised Learning (SSL) frameworks for Speaker Verification (SV).

ahmdtaha /simsiam

Pytorch implementation of Exploring Simple Siamese Representation Learning

isaaccorley /simsiam-pytorch

PyTorch Implementation of SimSiam from "Exploring Simple Siamese Representation Learning" by Chen et al.

PaperCodeReview /SimSiam-TF

TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)

sooonwoo /CL-Baselines

This is a Pytorch implementation of contrastive Learning(CL) baselines.

pritamqu /OOD-VSSL

[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts

audrina-ebrahimi /AK_SSL

A python library for self-supervised learning

a5chin /simsiam

PyTorch implementation of SimSiam.

gmum /CASSLE

Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"

ManafMukred /Self-Supervised-object-detection

This project utilized Self-Supervised learning methods (SimCLR & SimSiam) to recognize vehicle-type (or any object) based on a custom dataset

a5chin /AMED

Tumor detection and classification from abdominal ultrasound images using CenterNet with Contrastive Learning.

Ramtin-Mojtahedi /SimSiam-LiverCancer-CL

SimSiam self-supervised pretraining for three-class liver-tumour classification from CT images. Research snapshot · MICCAI Workshops 2023.

msmrexe /pytorch-simsiam-contrastive-ssl

An exploration of self-supervised and contrastive learning techniques (SimSiam) on CIFAR-10 dataset, comparing them against a supervised baseline in a low-data regime.

XiaoSong1223 /SimSiam-YOLO

Self-supervised SimSiam-YOLOv8 pipeline for data-efficient traffic sign detection with limited labeled data.