OpenMMLab Self-Supervised Learning Toolbox and Benchmark
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Updated
Jun 25, 2023 - Python
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Self-Supervised Learning in PyTorch
Exploring Simple Siamese Representation Learning
Collections of self-supervised methods, based on cvpods.
Pytorch implementation of Exploring Simple Siamese Representation Learning
PyTorch Implementation of SimSiam from "Exploring Simple Siamese Representation Learning" by Chen et al.
TF 2.x implementation of SimSiam (Exploring Simple Siamese Representation Learning, CVPR 2021)
[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
This is a Pytorch implementation of contrastive Learning(CL) baselines.
PyTorch implementation of SimSiam.
A python library for self-supervised learning
Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"
Tumor detection and classification from abdominal ultrasound images using CenterNet with Contrastive Learning.
This project utilized Self-Supervised learning methods (SimCLR & SimSiam) to recognize vehicle-type (or any object) based on a custom dataset
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? (ICCV Workshops 2023)
Contrastive learning implementations using pyssl
Self-Supervised Learning for General Audio Representation of Raw Waveform
PyTorch implementation of SimSiam paper
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