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self-supervised-learning

Here are 1,311 public repositories matching this topic...

Jityan / SSTIS

The code for "Text-to-image synthesis with self-supervised learning"

machine-learning generative-adversarial-network generative-model text-to-image self-supervised-learning text-to-image-synthesis text-to-image-generation

Updated Jun 17, 2023
Python

avm-debatr / ganecdotes

Python library for self-supervised one-shot learning for automatic segmentation of GAN-generated images.

image deep-learning segmentation few-shot-learning self-supervised-learning stylegan swav

Updated Apr 11, 2023
Python

CowPeas / self-supervised-learning

This is a playground for learning and working self-supervised learning and its applications.

self-supervised-learning

Updated Mar 12, 2023
Jupyter Notebook

sthalles / PIRL

TensorFlow implementation of Self-Supervised Learning of Pretext-Invariant Representations - PIRL

computer-vision deep-learning tensorflow semi-supervised-learning representation-learning unsupervised-learning pirl self-supervised-learning visual-representation

Updated Mar 4, 2020
Jupyter Notebook

vasudev-sharma / multimed

Disease-Contrastive Representations from Multi-Modal Medical Data

computer-vision deep-learning self-supervised-learning

Updated Jan 23, 2022
Jupyter Notebook

aselimc / Clustering-Segmentation-Based-On-iBOT

Linear Probing and clustering segmentation based on iBOT's pretrained model

computer-vision deep-learning clustering pytorch segmentation self-supervised-learning vision-transformer

Updated Aug 6, 2022
Python

le0x99 / self-supervised-vision-transformers

Self Supervised Visual Representation Learning with Transformers

machine-learning deep-learning transformers unsupervised-learning self-supervised-learning

Updated Jun 8, 2022
Python

Shreyas-Bhat / STL10

Comparing different learning paradigms on the STL 10 dataset and carrying further analysis in each method

supervised-learning semi-supervised-learning stl10 self-supervised-learning autoaugment contrastive-learning simclr2

Updated Jan 2, 2022
Jupyter Notebook

ssuncheol / mvtec-ad-anomaly-detection

anomaly-detection self-supervised-learning mvtec-ad

Updated Apr 28, 2023
Python

self-supervised-wafermaps

faris-k / self-supervised-wafermaps

Self-Supervised Representation Learning of Semiconductor Wafer Maps using PyTorch

pytorch embeddings representation-learning image-retrieval semiconductor self-supervised-learning contrastive-learning masked-image-modeling

Updated Jun 12, 2023
Jupyter Notebook

Endzelisp / Rock_Paper_Scissors_Project

A basic rock papper scissors game

odin-project self-supervised-learning

Updated Sep 2, 2022
JavaScript

pranavgupta2603 / SimCLR-UrbanSound8K

Explore advanced audio classification with SimCLR-UrbanSound8K. This repository applies SimCLR for urban sound categorization using the UrbanSound8K dataset, demonstrating state-of-the-art techniques in deep learning and audio analysis

audio music spectrogram audio-classification self-supervised-learning urbansound8k

Updated Dec 21, 2023
Jupyter Notebook

Pangoraw / GeoSSL

🌍 Code accompanying the article "Self-Supervised Learning for Scene Classification in Remote Sensing: current State of the Art and Perspectives"

remote-sensing self-supervised-learning

Updated Sep 21, 2022
Python

chowfi / SSL-Resolution

Exploring the importance of image resolution on self-supervised learning methods for multispectral imagery

autoencoders multispectral-images self-supervised-learning simsiam spatial-resolution

Updated Jan 28, 2024
Python

raphaelschwinger / PPUU-FerryGym

Code for Prediction and Planning Under Uncertainty (PPUU) in an Autonomous Ferry Navigation setting

self-supervised-learning autonomous-vessels reinfrocement-learning

Updated Jun 1, 2023
Jupyter Notebook

AdrianBZG / SFAVEL

Code for "Unsupervised Pretraining for Fact Verification by Language Model Distillation" (ICLR 2024)

natural-language-processing deep-learning language-model knowledge-distillation multimodal-deep-learning self-supervised-learning knowledge-graphs

Updated Mar 3, 2024
Python

Rishikesh-Jadhav / CMSC828I-Advanced-Techniques-in-Visual-Learning-Recognition

This repository, contains my academic work for the Fall 2023 CMSC828I course. It includes assignments, projects, and relevant documentation covering various aspects of computer vision and recognition.

machine-learning computer-vision deep-learning generative-model object-detection image-segmentation multimodal-learning superpixel-segmentation self-supervised-learning implicit-neural-representation

Updated May 6, 2024
Jupyter Notebook

NeurAI-Lab / D-SSCD

Differencing based self-supervised change detection

self-supervised-learning scene-change-detection

Updated Apr 8, 2022
Python

UC-Irvine-CS175 / uci-cs175

Official Course Webpage for CS175: Projects in AI

unit-testing exploratory-data-analysis python3 pytorch classification semantic-segmentation ai-project self-supervised-learning project-development pytorch-lightning weights-and-biases mlops-project

Updated Jun 3, 2024
SCSS

geon0325 / VilLain

Source code for WWW 2024 paper "VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation."

representation-learning hypergraphs self-supervised-learning

Updated Jun 8, 2024
Python

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