cifar-100

There are 2 repositories under cifar-100 topic.

BIGBALLON / cifar-10-cnn
Play deep learning with CIFAR datasets
cifar-100 cifar10 convolutional-neural-networks deep-learning densenet keras learning-rate residual-networks tensorflow
Language:Python 811
leaderj1001 / MobileNetV3-Pytorch
Implementing Searching for MobileNetV3 paper using Pytorch
mobilenetv3 pytorch cifar-10 cifar-100 imagenet searching-for-mobilenetv3
Language:Python 291
WeiChengTseng / Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
deep-reinforcement-learning multi-task-learning deep-learning reinforcement-learning multi-task-reinforcement-learning rl multi-task-rl pytorch-pcgrad pytorch gradient-surgery mnist mulit-mnist reimplementation cifar-100
Language:Python 272
dyhan0920 / PyramidNet-PyTorch
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
cifar-10 cifar-100 imagenet pyramidnet pytorch residual-networks resnet
Language:Python 268
alvinwan / shiftresnet-cifar
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
cifar-10 cifar-100 classification compression convolutional-neural-networks pytorch resnet shift-operation
Language:Python 140
knjcode / cifar2png
Convert CIFAR-10 and CIFAR-100 datasets into PNG images
cifar-10 cifar-100 converter
Language:Python 139
jhkim89 / PyramidNet
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
residual-networks network-architecture imagenet deep-learning cnn-architecture resnet cifar-10 cifar-100 torch7
Language:Lua 127
microsoft / petridishnn
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
neural-architecture-search deep-learning deep-learning-algorithms imagenet cifar10 cifar-100 image-classification automl
Language:Python 111
wchliao / multi-task-image-classification
Multi-task learning for image classification implemented in PyTorch.
machine-learning deep-learning multi-task-learning pytorch cifar10 cifar-100 omniglot
Language:Python 93
leaderj1001 / RandWireNN
Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset
deep-neural-networks cifar-10 cifar-100 randomly-wired-neural-networks randwirenn
Language:Jupyter Notebook 88
ylsung / gnn_few_shot_cifar100
This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)
cifar-100 few-shot-learning graph-neural-networks pytorch pytorch-implementation
Language:Python 83
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
ShowLo / MobileNetV3
An implementation of MobileNetV3 with pyTorch
mobilenetv3 cifar-10 cifar-100 cosinewarm ema mobilenets mobilenet-v3 pytorch cnn classification lightweight-cnn cos-lr-decay warmup no-bias-decay mixup svhn tiny-imagenet label-smoothing zero-gamma pretrained-weights
Language:Python 46
Westlake-AI / SemiReward
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
audio-classification computer-vision machine-learning natural-language-processing regression reward-model semi-supervised-learning transformer cifar-100 esc-50 label-noise yahoo-answers vision-transformer
Language:Python 40
mpatacchiola / tensorbag
Collection of tensorflow notebooks tutorials for implementing some basic Deep Learning architectures.
cifar-10 generative-adversarial-networks mnist lenet-5 convolutional-neural-networks resnet-18 notebook deep-learning tensorflow resnet tfrecord-format cifar-100 tensorflow-tutorials kmeans-clustering perceptron autoencoder tutorial
Language:Jupyter Notebook 26
init27 / RTX-2080Ti-Vs-GTX-1080Ti-CIFAR-100-Benchmarks
fastai benchmarks 2080ti 1080ti rtx gtx nvidia deep-learning cifar-100
Language:Jupyter Notebook 15
itisianlee / paddle-cifar100
paddle cifar100 training
paddlepaddle cifar-100 cifar shufflenet-v1 mobile-net resnet vgg transformer swin-transformer image-recognition shufflenet-v2 resnext
Language:Python 12
wgcban / mix-bt
Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples
barlow-twins byol cifar-10 cifar-100 contrastive-learning imagenet knn-classification linear-probing mixup representation-learning self-supervised-learning simclr stl-10 tiny-imagenet
Language:Python 12
ravi03071991 / NIPS-Global-Paper-Implementation-Challenge
Selective Classification For Deep Neural Networks.
imagenet deep-neural-networks selective classification ilsvrc cifar-10 cifar-100 montecarlo dropout nips-2017 keras tensorflow
Language:Jupyter Notebook 11
nickbiso / TF-CNN-Cifar-100
Convolutional Neural Networks using Tensorflow with Cifar-100 dataset
cifar-100 cifar100 cnn convolutional-neural-networks tensorflow
Language:Jupyter Notebook 8
BIGBALLON / ResNet_CIFAR
Residual Network Experiments with CIFAR Datasets.
cifar-10 cifar-100 keras resnet learning-rate tensorflow
Language:Python 6
Gradient-Secure
Gaopeng-Bai / Gradient-Secure
cifar-100 cifar100 pytorch resnet syft
Language:Python 6
deep-diver / VGG
VGG models from ILSVRC 2014
tensorflow convolutional-neural-networks vggnet cifar-10 cifar-100
Language:Python 4
jinwoolim8180 / fl-baseline
A PyTorch framework for federated learning. This is a very basic framework.
cifar-10 cifar-100 cnn fashion-mnist fedavg feddyn federated-learning femnist mlp mnist resnet scaffold
Language:Python 4
mwritescode / nnclr-cifar100
We implement NNCLR and a novel clustering-based technique for contrastive learning that we call KMCLR. We show that applying a clustering technique to obtain prototype embeddings and using these prototypes to form positive pairs for contrastive loss can achieve performances on par with NNCLR on CIFAR-100 while storing 0.4% of the number of vectors.
contrastive-learning nnclr cifar-100 clustering k-means self-supervised-learning
Language:Python 4
wagner-group / pubdef
Official code for "PubDef: Defending Against Transfer Attacks From Public Models" (ICLR 2024)
adversarial-attacks adversarial-defenses adversarial-examples cifar-10 cifar-100 imagenet transfer-attack
Language:Python 4
olegranmo / Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines
Plug-and-play collaboration between specialized Tsetlin machines
cifar-10 cifar-100 collaboration machine-learning plug-and-play tsetlin-machine
Language:Python 3
wooks527 / mobilenetv2-pytorch
This repository provides experiment results for MobileNetV2 based on PyTorch.
mobilenetv2 pytorch image-classification cifar-10 cifar-100 imagenet
Language:Python 3
rafaie / cifar-100
It's a project to apply convolutional neural networks to the problem of image classification from the CIFAR 100 dataset.
cifar-100 cifar100 deep-learning
Language:Python 2
sverneka / wide-resnet-cifar100-kaggle
Wide-Resnet-Ensemble implementation for CIFAR100 kaggle submission: >83.97% on kaggle private leaderboard
wide-residual-networks cifar-100 kaggle-submission ensemble state-of-the-art torch lua
Language:Lua 2
FaraneJalaliFarahani / TransferLearningCIFAR-100
Transfer Learning to Classify CIFAR-100 images
cifar-100 cifar-10 transfer-learning cnn-pytorch
Language:Python 1
Relative-Weight-Change
ManifoldRG / Relative-Weight-Change
The repository contains the codebase for Relative Weight Change in layers of Deep Neural Networks.
pytorch convolutional-neural-networks cifar-10 cifar-100 vgg19 alexnet
Language:Jupyter Notebook 1
surya-veer / CIFAR-100-Object-Recognition
Object classification on CIFAR-100 dataset using VGG-NET. [Validation Accuracy 70.48%]
vggnet keras-tensorflow cifar-100 object-recognition
Language:Jupyter Notebook 1
teerapat-ch / image_nn
A deeper look into dense shortcut nets.
deep-learning image machine-learning pytorch cifar-10 cifar-100
Language:Jupyter Notebook 1
SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION
thetechdude124 / SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION
ISEF 2023 (TEAM CANADA) PROJECT. Find the complete documentation and code in the README file linked here and below.
ai cifar-100 convolutional-neural-networks deep-neural-networks knowledge-distillation machine-learning malaria-detection mnist canada isef team
Language:Jupyter Notebook 1
yliang725 / Image-Recognition-on-CIFAR-10-CIFAR-100-Caltech-101-Caltech-256-datasets
Image recognition on CIFAR 10, CIFAR 100, Caltech 101 and Caltech 256 datasets. With the implementation of WideResNet, InceptionV3 and DenseNet neural networks.
wideresnet inceptionv3 densenet densenet-201 neural-network cifar-10 cifar-100 caltech101 caltech256 tensorflow2 python3
Language:Python 1

cifar-100

BIGBALLON / cifar-10-cnn

leaderj1001 / MobileNetV3-Pytorch

WeiChengTseng / Pytorch-PCGrad

dyhan0920 / PyramidNet-PyTorch

alvinwan / shiftresnet-cifar

knjcode / cifar2png

jhkim89 / PyramidNet

microsoft / petridishnn

wchliao / multi-task-image-classification

leaderj1001 / RandWireNN

ylsung / gnn_few_shot_cifar100

GuanhuaWang / sensAI

ShowLo / MobileNetV3

Westlake-AI / SemiReward

mpatacchiola / tensorbag

init27 / RTX-2080Ti-Vs-GTX-1080Ti-CIFAR-100-Benchmarks

itisianlee / paddle-cifar100

wgcban / mix-bt

ravi03071991 / NIPS-Global-Paper-Implementation-Challenge

nickbiso / TF-CNN-Cifar-100

BIGBALLON / ResNet_CIFAR

Gaopeng-Bai / Gradient-Secure

deep-diver / VGG

jinwoolim8180 / fl-baseline

mwritescode / nnclr-cifar100

wagner-group / pubdef

olegranmo / Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines

wooks527 / mobilenetv2-pytorch

rafaie / cifar-100

sverneka / wide-resnet-cifar100-kaggle

FaraneJalaliFarahani / TransferLearningCIFAR-100

ManifoldRG / Relative-Weight-Change

surya-veer / CIFAR-100-Object-Recognition

teerapat-ch / image_nn

thetechdude124 / SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION

yliang725 / Image-Recognition-on-CIFAR-10-CIFAR-100-Caltech-101-Caltech-256-datasets