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The Top 10 Cifar10 Open Source Projects

Open source projects categorized as Cifar10

Categories > Machine Learning > Cifar10

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kuangliu/pytorch-cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

dependent packages 0 total releases 0 most recent commit about 3 years ago

aaron-xichen/pytorch-playground ⭐ 2,366

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

dependent packages 0 total releases 0 most recent commit over 3 years ago

haitongli/knowledge-distillation-pytorch ⭐ 1,734

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

dependent packages 0 total releases 0 most recent commit about 3 years ago

bearpaw/pytorch-classification ⭐ 1,244

Classification with PyTorch.

dependent packages 0 total releases 0 most recent commit about 5 years ago

wvangansbeke/Unsupervised-Classification ⭐ 1,217

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

dependent packages 0 total releases 0 most recent commit over 2 years ago

yoshitomo-matsubara/torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

dependent packages 0 total releases 0 most recent commit about 2 years ago

tysam-code/hlb-CIFAR10 ⭐ 1,112

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100, the current world speed record. Or ~95.79% in ~110 seconds (or less!)

dependent packages 0 total releases 0 most recent commit over 2 years ago

Hyperparticle/one-pixel-attack-keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

dependent packages 0 total releases 0 most recent commit over 5 years ago

hysts/pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

dependent packages 0 total releases 0 most recent commit over 4 years ago

wenxinxu/resnet-in-tensorflow ⭐ 825

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

dependent packages 0 total releases 0 most recent commit almost 7 years ago

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