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yoshitomo-matsubara/torchdistill

A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.

1.6K
Stable
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#natural-language-processing

BloodAxe/pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle competition tools

1.6K
Stable
Python
Computer Vision
CLI Tools
PyTorch
#deep-learning#image-processing#object-detection

lxztju/pytorch_classification

A comprehensive PyTorch-based code repository for image classification, including training, prediction, TTA, model fusion, deployment, and more.

1.5K
Archived
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#image-classification#cnn#resnet

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

sail-sg/poolformer

PoolFormer is a vision transformer model that achieves state-of-the-art performance on image classification tasks.

1.4K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#image-classification#computer-vision#transformer

balavenkatesh3322/CV-pretrained-model

A collection of pre-trained computer vision models for developers building AI-powered applications.

1.4K
Archived
Computer Vision
ML Ops
PyTorch
#computer-vision#deep-learning#pretrained-models

bumble-tech/private-detector

A pretrained model for detecting lewd images, part of Bumble's image moderation tools.

1.3K
Archived
Python
Computer Vision
File Storage
TensorFlow
#image-classification#machine-learning#moderation

d-li14/involution

A novel neural operator called Involution that can be used for image classification, object detection, and other computer vision tasks.

1.3K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cvpr2021#image-classification#object-detection

digantamisra98/Mish

Official repository for the Mish activation function, a novel neural network activation function.

1.3K
Active
Jupyter Notebook
Computer Vision
Mathematics
#activation-functions#computer-vision#deep-learning

sicara/easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

1.3K
Archived
Python
Computer Vision
Tutorials & Courses
PyTorch
#deep-learning#few-shot-learning#few-shot-classification

open-edge-platform/training_extensions

Train, evaluate, optimize, and deploy computer vision models with OpenVINO, a toolkit for accelerating deep learning on edge devices.

1.2K
Active
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#openvino#deep-learning

xtreme1-io/xtreme1

An all-in-one data labeling and annotation platform for multimodal data training, supporting 3D LiDAR, images, and language models.

1.2K
Experimental
TypeScript
Computer Vision
Inference
TypeScript
#3d-annotation#annotation-tool#lidar-annotation

cleanlab/cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

1.2K
Active
Python
Computer Vision
Data Exploration
Python
#computer-vision#data-quality#data-profiling

mlmed/torchxrayvision

A library of chest X-ray datasets and models for medical AI/ML applications.

1.1K
Stable
Jupyter Notebook
Computer Vision
Datasets
PyTorch
#chest-radiographs#chest-xray#medical-imaging

vietnh1009/QuickDraw

Implementation of the QuickDraw game, a computer vision and deep learning project focused on image classification.

1.1K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#computer-vision#image-classification#deep-learning

ethanhe42/channel-pruning

A library for accelerating deep neural networks through channel pruning, a model compression technique.

1.1K
Archived
Python
Computer Vision
Build Tools
Python
#acceleration#channel-pruning#deep-neural-networks

bentrevett/pytorch-image-classification

Tutorials on implementing image classification architectures using PyTorch and TorchVision.

1.1K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#image-classification#convolutional-neural-network#computer-vision

RL-VIG/LibFewShot

A comprehensive library for few-shot learning in Python with PyTorch, featuring state-of-the-art algorithms.

1.1K
Stable
Python
Fine-tuning
Meta-learning
PyTorch
#few-shot-learning#image-classification#meta-learning

HRNet/HRNet-Image-Classification

A high-resolution network (HRNet) model for image classification trained on the ImageNet dataset.

1.0K
Archived
Python
Computer Vision
PyTorch
#image-classification#computer-vision#deep-learning

microsoft/SimMIM

An open-source implementation of the SimMIM framework for self-supervised masked image modeling.

1.0K
Archived
Python
Computer Vision
Self-Supervised Learning
Python
#image-classification#masked-image-modeling#swin-transformer

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