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KevinMusgrave/pytorch-metric-learning

A flexible, modular PyTorch library for deep metric learning and embeddings, useful for vibe coders building AI-powered apps.

6.3K
Stable
Python
Computer Vision
Embeddings
PyTorch
#computer-vision#contrastive-learning#deep-learning

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

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

OpenGVLab/InternVideo

A video foundation model and dataset for multimodal understanding and video understanding tasks.

2.2K
Stable
Python
Computer Vision
Datasets
PyTorch
#video-understanding#multimodal#foundation-models

salesforce/ALBEF

A powerful vision-language pre-training method for tasks like image-text retrieval and captioning.

1.8K
Archived
Python
Computer Vision
Representation Learning
Python
#contrastive-learning#image-text#weakly-supervised-learning

vturrisi/solo-learn

A library of self-supervised methods for visual representation learning powered by PyTorch Lightning.

1.6K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#representation-learning

wvangansbeke/Unsupervised-Classification

Unsupervised image classification library using contrastive learning and SCAN algorithm.

1.5K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#clustering#contrastive-learning#image-classification

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

dailenson/SDT

This repository provides an official implementation of a CVPR 2023 paper on handwriting generation using disentangled AI models.

1.3K
Experimental
Python
Computer Vision
Generative Models
PyTorch
#computer-vision#generative-models#multimodal

yzhuoning/Awesome-CLIP

An awesome list of resources for research on CLIP, a contrastive language-image pre-training model.

1.2K
Archived
LLM Frameworks
#clip#contrastive-learning#pre-training

unum-cloud/UForm

Multimodal AI toolkit for fast content understanding and generation across text, images, and video

1.2K
Stable
Python
LLM Frameworks
Computer Vision
PyTorch
#multimodal-ai#cross-modal#semantic-search

AdaptiveMotorControlLab/CEBRA

Official implementation of CEBRA, a tool for joint behavioral and neural analysis using learnable latent embeddings.

1.1K
Active
Python
Machine Learning
CLI Tools
PyTorch
#neuroscience#contrastive-learning#neural-analysis

JosephKJ/OWOD

A research project focused on open-world object detection using continual and contrastive learning techniques.

1.1K
Archived
Python
Computer Vision
Testing
PyTorch
#object-detection#continual-learning#contrastive-learning

tensorflow/similarity

A Python package that makes similarity learning quick and easy using TensorFlow.

1.0K
Archived
Python
ML Ops
Vector Databases
TensorFlow
#similarity-learning#nearest-neighbor-search#unsupervised-learning

AngeLouCN/Min_Max_Similarity

A contrastive learning-based semi-supervised medical image segmentation network for surgical tools and video analysis.

1.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#contrastive-learning#medical-image-segmentation#video-segmentation

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