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kuangliu/pytorch-cifar

A PyTorch implementation of a CIFAR10 model achieving 95.47% accuracy.

6.4K
Archived
Python
Computer Vision
PyTorch
#pytorch#computer-vision#image-classification

aaron-xichen/pytorch-playground

A PyTorch repository providing pre-trained models and datasets for common computer vision tasks.

2.7K
Archived
Python
ML Ops
Databases
PyTorch
#pytorch#computer-vision#datasets

haitongli/knowledge-distillation-pytorch

A PyTorch library for exploring deep and shallow knowledge distillation experiments with flexibility.

2.0K
Archived
Python
Computer Vision
Model Compression
PyTorch
#computer-vision#model-compression#knowledge-distillation

bearpaw/pytorch-classification

PyTorch-based library for image classification tasks like CIFAR-10, CIFAR-100, and ImageNet.

1.7K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#image-classification#cifar10#cifar100

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

hysts/pytorch_image_classification

A PyTorch implementation of image classification models for popular datasets like CIFAR-10, ImageNet, and more.

1.4K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#image-classification#pytorch

akamaster/pytorch_resnet_cifar10

Properly implemented ResNet-s for CIFAR10/100 in PyTorch, matching the original paper description.

1.4K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cifar#resnet#computer-vision

tysam-code/hlb-CIFAR10

Fast CIFAR-10 training to state-of-the-art accuracy using PyTorch and a specialized CNN architecture.

1.3K
Archived
Python
Computer Vision
ML Ops
PyTorch
#cifar10#deep-learning#neural-network

Hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution.

1.2K
Archived
Jupyter Notebook
Computer Vision
ML Ops
Keras
#deep-learning#image-processing#neural-network

facebookresearch/mixup-cifar10

A Python library that implements the mixup data augmentation technique for improving model performance on the CIFAR-10 dataset.

1.2K
Archived
Python
ML Ops
Computer Vision
Python
#data-augmentation#cifar-10#machine-learning

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