cifar100

There are 3 repositories 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 3978
bearpaw / pytorch-classification
Classification with PyTorch.
classification cifar10 cifar100 imagenet pytorch resnet resnext wide-residual-networks wrn densenet preresnet
Language:Python 1654
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 1266
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 599
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 325
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 261
arthurdouillard / dytox
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
continual-learning computer-vision transformer dynamic-network imagenet cifar100
Language:Python 135
BSConv
zeiss-microscopy / BSConv
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
blueprint-separable-convolutions cifar10 cifar100 cvpr2020 deep-learning depthwise-separable-convolutions efficient-neural-networks image-classification mobilenet pytorch resnet zeiss
Language:Python 132
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
zhengli97 / CTKD
[AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"
aaai2023 cifar100 computer-vision curriculum-learning dynamic-temperature imagenet knowledge-distillation
Language:Python 129
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
chengtan9907 / Co-learning
The official implementation of the ACM MM'2021 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 110
rishikksh20 / CeiT-pytorch
Implementation of Convolutional enhanced image Transformer
transformer imagenet classifier vision-transformer cifar100 image-classification attention-mechanism computer-vision ceit pytorch
Language:Python 99
JunlinHan / YOCO
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
computer-vision classification contrastive-learning data-augmentation data-augmentation-strategies data-augmentations rain-removal super-resolution imagenet cifar10 cifar100 imagenet-classifier object-detection instance-segmentation icml pytorch
Language:Python 97
lancopku / label-embedding-network
Label Embedding Network
label-embedding deep-learning label-representation cifar10 cifar100 mnist computer-vision natural-language-processing
Language:Python 90
G-U-N / a-PyTorch-Tutorial-to-Class-Incremental-Learning
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
class-incremental-learning distributed-training pytorch pytorch-tutorial resnet tutorial cifar100 computer-vision continual-learning incremental-learning
Language:Python 77
raghav1810 / HydraNet
A multibranch neural net architecture. (PyTorch)
pytorch architectures multibranch cnn cifar10 cifar100 resnet densenet wandb
Language:Python 74
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 62
Armour / pytorch-nn-practice
💩 My pytorch neural network practice repo
alexnet cifar10 cifar100 deep-learning densenet imagenet inception neural-network pytorch resnet vgg
Language:Python 51
owruby / shake-drop_pytorch
PyTorch implementation of shake-drop regularization
pytorch shake-drop cifar100 cifar10 image-classification
Language:Python 51
zhengli97 / DM-KD
Official PyTorch Code for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?" (https://arxiv.org/abs/2305.12954)
cifar100 computer-vision diffusion-models image-classification imagenet knowledge-distillation
Language:Python 39
rahulvigneswaran / TailCalibX
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
cifar100 computer-vision cvpr feature-generation iccv iclr icvgip-2021 iiith iith long-tail long-tail-datasets long-tailed-detection long-tailed-recognition longtail mini-imagenet nvidia python pytorch pytorch-implementation representation-learning
Language:Jupyter Notebook 37
ryanchankh / cifar100coarse
Build PyTorch CIFAR100 using coarse labels
cifar100 cifar100coarse
Language:Python 37
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 30
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 28
Kthyeon / KAIST-AI-NeurIPS2019-MicroNet-2nd-place-solution
NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tricks".
efficient-model orthonormality regularization adaptive-label-smoothing micronet-challenge cifar100 neurips neurips-2019 neurips-competition neurips2019
Language:Python 26
prs-eth / FILM-Ensemble
[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
pytorch sub-models uncertanity neurips cifar10 feature-wise-linear-modulation cifar100 calibration ece implicit-ensemble ensemble deep-learning probabilistic-deep-learning
Language:Python 23
LJY-HY / cifar_pytorch-lightning
CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning
pytorch-lightning densenet wideresnet accuracy cifar10 cifar100
Language:Python 18
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 18
ShivamRajSharma / Teacher-Student-Network
PyTorch implementation of Teacher-Student Network(Knowledge Distillation).
computer-vision deep-learning pytorch cifar100 knowledge-distillation cnn
Language:Python 16
Learning-and-Intelligent-Systems / Analytical-Learning-Theory
97.39% on CIFAR10 with PyTorch
cifar10 cifar100 pytorch svhn wideresnet
Language:Python 15
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
AlirezaAzadbakht / kernel-sharing
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing
cifar10 convmixer seresnet cifar100 edge-computing kernel-sharing reduce-trainable-parameters regularization-method
Language:Python 12
dongkyuk / ConvNext-tensorflow
Unofficial Tensorflow Implementation of ConvNeXt from "A ConvNet for the 2020s"
cnn tensorflow image-classification cifar100 imagenet-classifier keras
Language:Python 12
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 12
CvT-tf
cyborg-ai-ch / CvT-tf
Convolutional visions Transformer - implemented for Tensorflow
deep-learning ai classification computer-vision cvt imagenet cifar100
Language:Python 11

cifar100

weiaicunzai / pytorch-cifar100

bearpaw / pytorch-classification

yoshitomo-matsubara / torchdistill

alvinwan / neural-backed-decision-trees

junyuseu / pytorch-cifar-models

chenyaofo / pytorch-cifar-models

arthurdouillard / dytox

zeiss-microscopy / BSConv

xilaili / AOGNet

zhengli97 / CTKD

KentoNishi / Augmentation-for-LNL

chengtan9907 / Co-learning

rishikksh20 / CeiT-pytorch

JunlinHan / YOCO

lancopku / label-embedding-network

G-U-N / a-PyTorch-Tutorial-to-Class-Incremental-Learning

raghav1810 / HydraNet

GuanhuaWang / sensAI

Armour / pytorch-nn-practice

owruby / shake-drop_pytorch

zhengli97 / DM-KD

rahulvigneswaran / TailCalibX

ryanchankh / cifar100coarse

plemeri / RandWire_tensorflow

dongkyuk / PatchConvNet-pytorch

Kthyeon / KAIST-AI-NeurIPS2019-MicroNet-2nd-place-solution

prs-eth / FILM-Ensemble

LJY-HY / cifar_pytorch-lightning

LJY-HY / MentorMix_pytorch

ShivamRajSharma / Teacher-Student-Network

Learning-and-Intelligent-Systems / Analytical-Learning-Theory

shellysheynin / Locally-SAG-Transformer

AlirezaAzadbakht / kernel-sharing

dongkyuk / ConvNext-tensorflow

zhangkaifang / ResNet

cyborg-ai-ch / CvT-tf