cifar10

There are 4 repositories under cifar10 topic.

haitongli / knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
cifar10 computer-vision dark-knowledge deep-neural-networks knowledge-distillation model-compression pytorch
Language:Python 1883
bearpaw / pytorch-classification
Classification with PyTorch.
classification cifar10 cifar100 imagenet pytorch resnet resnext wide-residual-networks wrn densenet preresnet
Language:Python 1702
torchdistill
yoshitomo-matsubara / torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 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.
knowledge-distillation pytorch image-classification imagenet object-detection coco semantic-segmentation cifar10 cifar100 colab-notebook google-colab pascal-voc nlp natural-language-processing transformer glue amazon-sagemaker-lab
Language:Python 1412
hysts / pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
cifar10 computer-vision fashion-mnist imagenet pytorch
Language:Python 1373
tysam-code / hlb-CIFAR10
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
cifar10 deep-learning experimentation machine-learning world-record language-models-are-next responsive-to-issue-tickets neural-network speedyconvnet7-1-0
Language:Python 1233
Hyperparticle / one-pixel-attack-keras
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
keras cnn cifar10 machine-learning tensorflow deep-learning neural-network imagenet image-processing nlp
Language:Jupyter Notebook 1223
BIGBALLON / cifar-10-cnn
Play deep learning with CIFAR datasets
deep-learning cifar10 tensorflow keras convolutional-neural-networks cifar-100 residual-networks densenet learning-rate
Language:Python 823
huyvnphan / PyTorch_CIFAR10
Pretrained TorchVision models on CIFAR10 dataset (with weights)
cifar10 computer-vision deeplearning pretrained-models pretrained-weights pytorch torchvision
Language:Python 654
alvinwan / neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
decision-trees neural-networks image-classification explainability tiny-imagenet cifar10 cifar100 interpretability imagenet neural-backed-decision-trees pretrained-weights pretrained-models pytorch
Language:Python 610
leftthomas / SimCLR
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
pytorch unsupervised-learning cifar10 contrastive-loss
Language:Python 544
VITA-Group / AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
autogan neural-architecture-search gan pytorch cifar10
Language:Python 467
neural-api
joaopauloschuler / neural-api
CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.
pascal lazarus delphi free-pascal cifar10 cifar-10 fpc freepascal object-pascal delphi-component delphi-library pascal-language pascal-programming pascal-artificial-intelligence lazarus-library pascal-library pascal-neural-networks pascal-ai pascal-neural-network machine-learning-api
Language:Pascal 382
junyuseu / pytorch-cifar-models
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
cnn cifar10 cifar100 pytorch state-of-the-art
Language:Python 330
chenyaofo / pytorch-cifar-models
Pretrained models on CIFAR10/100 in PyTorch
cifar10 cifar100 classification deep-learning pretrained-models pytorch-cifar-models notebook pytorch
Language:Python 322
naszilla / naszilla
Naszilla is a Python library for neural architecture search (NAS)
deep-learning neural-architecture-search automl tensorflow pytorch convolutional-neural-networks convolutional-networks cifar10 meta-neural-network nas-algorithms bananas
Language:Python 305
kiryor / nnPUlearning
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
chainer cifar10 mnist nnpu-learning pu-learning
Language:Python 297
leaderj1001 / BottleneckTransformers
Bottleneck Transformers for Visual Recognition
bottleneck-transformers cifar10 image-classification imagenet image-recognition transformers
Language:Python 274
stanford-futuredata / dawn-bench-entries
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
imagenet squad cifar10 inference training deeplearning
Language:Python 262
hiwonjoon / tf-vqvae
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
cifar10 generative-model mnist tensorflow vae
Language:Jupyter Notebook 259
Kedreamix / Pytorch-Image-Classification
用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。
pytorch cifar10 alexnet vgg goolenet inception resnet densenet shufflenet mobilenet mnasnet
Language:Jupyter Notebook 211
generative_adversarial_networks_101
mafda / generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
gan mnist dcgan tensorflow keras generative-adversarial-network cgan ccgan cifar10 cifar-10 cgans ccgans gans wgan lsgan jupyter-notebook lsgans mnist-dataset generative-adversarial-networks conda-environment
Language:Jupyter Notebook 205
tugstugi / pytorch-speech-commands
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
speech-recognition deep-learning cifar10 neural-network kaggle classification pytorch resnet resnext densenet wide-residual-networks dual-path-networks
Language:Python 196
lonePatient / lookahead_pytorch
pytorch implement of Lookahead Optimizer
cifar10 lookahead optimizer pytorch resnet-18
Language:Python 188
ethanhe42 / resnet-cifar10-caffe
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
resnet caffe cifar10 cifar vgg16
Language:Python 166
tyui592 / Pruning_filters_for_efficient_convnets
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
pruning deep-neural-networks cifar10 vgg pytorch pytorch-implementation
Language:Jupyter Notebook 149
mitmul / chainer-cifar10
Various CNN models for CIFAR10 with Chainer
cifar10 chainer deep-learning neural-networks resnet vgg densenet wide-residual-networks residual-networks network-in-network deep-convolutional-networks convolutional-neural-networks convnet
Language:Python 141
BSConv
zeiss-microscopy / BSConv
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
cvpr2020 pytorch depthwise-separable-convolutions resnet mobilenet image-classification deep-learning efficient-neural-networks zeiss cifar10 cifar100 blueprint-separable-convolutions
Language:Python 136
9310gaurav / virtual-adversarial-training
Pytorch implementation of Virtual Adversarial Training
adversarial-learning cifar10 deep-learning pytorch semi-supervised-learning svhn
Language:Python 133
junyuseu / ResNet-on-Cifar10
Reimplementation ResNet on cifar10 with caffe
resnet cifar10 caffe
Language:Python 129
xilaili / AOGNet
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
deep-learning deep-neural-networks computer-vision aognet mxnet image-classification cifar10 cifar100 imagenet
Language:Python 129
aa-samad / conv_snn
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
snn neuromorphic cifar10 spatio-temporal-analysis cnn convolutional-neural-networks deep-learning pytorch
Language:Python 125
IShengFang / SpectralNormalizationKeras
Spectral Normalization for Keras Dense and Convolution Layers
deeplearning spectral-normalization gan generative-adversarial-network generative-model keras deep-learning sngan tensorflow cifar10
Language:Jupyter Notebook 122
chengtan9907 / Co-learning
The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.
awesome-list benchmark cifar10 cifar100 contrastive-learning deep-learning label-noise noisy-label-learning noisy-labels pytorch self-supervised-learning semi-supervised-learning
Language:Python 118
ypwhs / deeplearning-models
各种深度学习结构、模型和技巧的集合
alexnet autoencoder celeba char-rnn cifar10 cnn deep-learning-tutorial deeplearning gan mlp mnist pytorch pytorch-tutorial quickdraw resnet rnn svhn tensorflow vgg vgg16
Language:Jupyter Notebook 118
Augmentation-for-LNL
KentoNishi / Augmentation-for-LNL
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
label-noise label-noise-robustness cvpr2021 cvpr augmentation-policies semi-supervised-learning data-augmentation data-augmentation-strategies cifar10 cifar100 clothing1m
Language:Python 113
narumiruna / efficientnet-pytorch
A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
pytorch efficientnet imagenet mnist cifar10
Language:Python 112

cifar10

haitongli / knowledge-distillation-pytorch

bearpaw / pytorch-classification

yoshitomo-matsubara / torchdistill

hysts / pytorch_image_classification

tysam-code / hlb-CIFAR10

Hyperparticle / one-pixel-attack-keras

BIGBALLON / cifar-10-cnn

huyvnphan / PyTorch_CIFAR10

alvinwan / neural-backed-decision-trees

leftthomas / SimCLR

VITA-Group / AutoGAN

joaopauloschuler / neural-api

junyuseu / pytorch-cifar-models

chenyaofo / pytorch-cifar-models

naszilla / naszilla

kiryor / nnPUlearning

leaderj1001 / BottleneckTransformers

stanford-futuredata / dawn-bench-entries

hiwonjoon / tf-vqvae

Kedreamix / Pytorch-Image-Classification

mafda / generative_adversarial_networks_101

tugstugi / pytorch-speech-commands

lonePatient / lookahead_pytorch

ethanhe42 / resnet-cifar10-caffe

tyui592 / Pruning_filters_for_efficient_convnets

mitmul / chainer-cifar10

zeiss-microscopy / BSConv

9310gaurav / virtual-adversarial-training

junyuseu / ResNet-on-Cifar10

xilaili / AOGNet

aa-samad / conv_snn

IShengFang / SpectralNormalizationKeras

chengtan9907 / Co-learning

ypwhs / deeplearning-models

KentoNishi / Augmentation-for-LNL

narumiruna / efficientnet-pytorch