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microsoft/unilm

Microsoft's research repo for large-scale self-supervised pre-training across tasks, languages, and modalities

22.0K
Active
Python
LLM Frameworks
#foundation-models#multimodal-ai#nlp

PaddlePaddle/PaddleSpeech

Open-source speech toolkit with state-of-the-art ASR, TTS, translation, and audio processing capabilities.

12.5K
Active
Python
AI Voice & Speech
Python
#speech-recognition#speech-synthesis#speech-translation

facebookresearch/dinov2

PyTorch code and models for the DINOv2 self-supervised learning method, a useful tool for AI and ML developers.

12.5K
Stable
Jupyter Notebook
LLM Frameworks
PyTorch
#self-supervised-learning#computer-vision#mlops

facebookresearch/dinov3

A PyTorch-based reference implementation and models for the DINOv3 self-supervised vision transformer.

9.7K
Stable
Jupyter Notebook
LLM Frameworks
PyTorch
#computer-vision#self-supervised-learning#vision-transformer

facebookresearch/mae

PyTorch implementation of the Masked Autoencoder (MAE) model for self-supervised learning from Facebook Research.

8.2K
Archived
Python
LLM Frameworks
Backend Frameworks
PyTorch
#self-supervised-learning#computer-vision#deep-learning

alex-damian/pulse

A Python library for upsampling images using a self-supervised generative model approach.

8.0K
Archived
Python
Computer Vision
#image-upsampling#generative-models#self-supervised-learning

facebookresearch/dino

PyTorch code for training Vision Transformers using the Self-Supervised DINO learning method.

7.5K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#self-supervised-learning#vision-transformers

jason718/awesome-self-supervised-learning

A curated list of awesome self-supervised learning methods for computer vision, NLP, robotics, and more.

6.4K
Archived
Machine Learning
#machine-learning#computer-vision#nlp

timeseriesAI/tsai

A state-of-the-art deep learning library for time series and sequence modeling in PyTorch/fastai.

6.0K
Experimental
Jupyter Notebook
Time Series Forecasting
Time Series Analysis
PyTorch
#time-series#deep-learning#forecasting

facebookresearch/moco

PyTorch implementation of the MoCo self-supervised learning framework for computer vision tasks.

5.1K
Active
Python
Computer Vision
ML Ops
PyTorch
#self-supervised-learning#computer-vision#mlops

nianticlabs/monodepth2

This repository provides a PyTorch implementation for monocular depth estimation from a single image.

4.5K
Archived
Jupyter Notebook
Computer Vision
Depth Estimation
PyTorch
#computer-vision#depth-estimation#neural-network

google-research/simclr

A self-supervised learning framework for computer vision tasks with a focus on contrastive learning.

4.5K
Archived
Jupyter Notebook
Computer Vision
Contrastive Learning
Jupyter Notebook
#computer-vision#contrastive-learning#representation-learning

brightmart/albert_zh

A pre-trained ALBERT model for self-supervised learning of Chinese language representations.

4.0K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#albert#bert#chinese-nlp

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

lightly-ai/lightly

A Python library for self-supervised learning on images, with a focus on computer vision and AI-powered tooling.

3.7K
Stable
Python
Computer Vision
Self-Supervised Learning
PyTorch
#computer-vision#contrastive-learning#deep-learning

facebookresearch/jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

3.6K
Experimental
Python
LLM Frameworks
Computer Vision
PyTorch
#machine-learning#computer-vision#self-supervised-learning

facebookresearch/ijepa

The I-JEPA codebase provides a self-supervised learning architecture for joint image-text embedding.

3.3K
Archived
Python
Computer Vision
LLM Frameworks
PyTorch
#computer-vision#self-supervised-learning#image-text-embedding

facebookresearch/vjepa2

PyTorch code and models for VJEPA2 self-supervised learning from video.

3.1K
Stable
Python
Computer Vision
LLM Frameworks
PyTorch
#computer-vision#self-supervised-learning#video-processing

tg-bomze/Face-Depixelizer

A face depixelizer tool based on the PULSE self-supervised photo upsampling model, built with Jupyter Notebook.

2.6K
Archived
Jupyter Notebook
Computer Vision
#computer-vision#image-processing#super-resolution

s3prl/s3prl

A toolkit for self-supervised speech pre-training and representation learning.

2.5K
Experimental
Python
Speech Recognition
API Frameworks
Python
#speech-recognition#self-supervised-learning#representation-learning
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