cifar100

There are 1 repository under cifar100 topic.

weiaicunzai / pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pytorch image-classification deep-learning cifar100 resnet googlenet inceptionv4 xception resnext inceptionv3 inception-resnet-v2 densenet shufflenet mobilenet squeezenet nasnet wideresnet
Language:Python 2776
bearpaw / pytorch-classification
Classification with PyTorch.
classification cifar10 cifar100 imagenet pytorch resnet resnext wide-residual-networks wrn densenet preresnet
Language:Python 1473
yoshitomo-matsubara / torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 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
Language:Python 630
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 537
junyuseu / pytorch-cifar-models
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
cifar10 cifar100 cnn pytorch state-of-the-art
Language:Python 306
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 135
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 120
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 111
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 95
TsingZ0 / PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
non-iid federated-learning personalization simulation pytorch python machine-learning distributed-computing platform nlp cv cnn rnn mnist fmnist cifar10 cifar100 heterogeneity differential-privacy privacy
Language:Python 91
lancopku / label-embedding-network
Label Embedding Network
label-embedding deep-learning label-representation cifar10 cifar100 mnist computer-vision natural-language-processing
Language:Python 87
rishikksh20 / CeiT-pytorch
Implementation of Convolutional enhanced image Transformer
attention-mechanism ceit cifar100 classifier computer-vision image-classification imagenet pytorch transformer vision-transformer
Language:Python 71
JunlinHan / YOCO
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
cifar10 cifar100 classification computer-vision contrastive-learning data-augmentation data-augmentation-strategies data-augmentations icml imagenet imagenet-classifier instance-segmentation object-detection pytorch rain-removal super-resolution
Language:Python 62
sensAI
GuanhuaWang / sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
machine-learning distributed-systems cifar10 cifar100 imagenet1k cnn-classification sysml deep-neural-networks deep-learning distributed-deep-learning distributed-machine-learning vgg resnet shufflenet-v2 mobilenet-v2 mlsys cifar-10 cifar-100 imagenet
Language:Python 57
Armour / pytorch-nn-practice
💩 My pytorch neural network practice repo
deep-learning pytorch neural-network cifar10 cifar100 imagenet alexnet vgg inception resnet densenet
Language:Python 48
owruby / shake-drop_pytorch
PyTorch implementation of shake-drop regularization
pytorch shake-drop cifar100 cifar10 image-classification
Language:Python 48
arthurdouillard / dytox
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
continual-learning computer-vision transformer dynamic-network imagenet cifar100
Language:Python 47
raghav1810 / HydraNet
A multibranch neural net architecture. (PyTorch)
pytorch architectures multibranch cnn cifar10 cifar100 resnet densenet wandb
Language:Python 41
plemeri / RandWire_tensorflow
tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
deep-learning deep-neural-networks classification tensorflow cifar10 mnist cifar100
Language:Python 29
rahulvigneswaran / TailCalibX
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
longtail long-tail long-tailed-recognition long-tailed-detection long-tail-datasets cifar100 mini-imagenet computer-vision cvpr iccv iclr icvgip-2021 iith iiith nvidia pytorch-implementation pytorch python feature-generation representation-learning
Language:Jupyter Notebook 27
dongkyuk / PatchConvNet-pytorch
Unofficial PyTorch Implementation of "Augmenting Convolutional networks with attention-based aggregation"
pytorch pytorch-lightning cnn image-classification imagenet-classifier cifar100
Language:Python 19
Kthyeon / KAIST-AI-NeurIPS2019-MicroNet-2nd-place-solution
NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tricks".
adaptive-label-smoothing cifar100 efficient-model micronet-challenge neurips neurips-2019 neurips-competition neurips2019 orthonormality regularization
Language:Python 18
LJY-HY / cifar_pytorch-lightning
CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning
pytorch-lightning densenet wideresnet accuracy cifar10 cifar100
Language:Python 14
ryanchankh / cifar100coarse
Build PyTorch CIFAR100 using coarse labels
cifar100 cifar100coarse
Language:Python 14
shellysheynin / Locally-SAG-Transformer
Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"
vision-transformer image-classification imagenet cifar10 cifar100
Language:Python 14
LJY-HY / MentorMix_pytorch
[MentorMix] "Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels" implemented in the PyTorch version.
noisy-labels pytorch mentormix mentormix-pytorch cifar10 cifar100
Language:Python 13
Learning-and-Intelligent-Systems / Analytical-Learning-Theory
97.39% on CIFAR10 with PyTorch
cifar10 cifar100 pytorch svhn wideresnet
Language:Python 12
blaueck / pytorch-demo
A small demo for training cnn with pytorch.
cifar10 cifar100 mnist pytorch svhn
Language:Python 10
dongkyuk / ConvNext-tensorflow
Unofficial Tensorflow Implementation of ConvNeXt from "A ConvNet for the 2020s"
cnn tensorflow image-classification cifar100 imagenet-classifier keras
Language:Python 10
zhangkaifang / ResNet
A minimal Tensorflow2.0 implementation of Resnet on CIFAR10 dataset.
resnet tensorflow2 cbam-resnet cifar10 cifar100 csdn tensorflow cbam attention-mechanism
Language:Python 10
nickbiso / TF-CNN-Cifar-100
Convolutional Neural Networks using Tensorflow with Cifar-100 dataset
convolutional-neural-networks cnn tensorflow cifar100 cifar-100
Language:Jupyter Notebook 9
fanghenshaometeor / vanilla-adversarial-training
vanilla training and adversarial training in PyTorch
adversarial-attack adversarial-training cifar10 cifar100 deep-learning fgsm-attack pgd-attack pytorch vanilla-training vgg wideresnet
Language:Python 8
pedrodiamel / pytorch-classification
Pytorch model for classification
pytroch classification deep-learning cifar10 fer2013 cifar100 stl10 preactresnet pytorch-classification mnist visdom
Language:Jupyter Notebook 8
MADONOKOUKI / Block-wise-Scrambled-Image-Recognition
Code for Adaptation Network introduced in "Block-wise Scrambled Image Recognition Using Adaptation Network" paper (AAAI WS 2020)
encyrption cnn-classification scrambled-data shakedrop cifar10 cifar100 aaai2020 neu image-processing total-variation matrix-calculations cloud-computing
Language:Python 7
sayannath / ConvMixer-TensorFlow
Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras
attention cifar100 convmixer convolution deep-learning iclr iclr2022 machine-learning mlp patches tensorflow vision-transformer
Language:Python 7
CvT-tf
cyborg-ai-ch / CvT-tf
Convolutional visions Transformer - implemented for Tensorflow
ai cifar100 classification computer-vision cvt deep-learning imagenet
Language:Python 6

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