cifar

There are 2 repositories under cifar topic.

osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2918
akamaster / pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
resnet resnet20 resnet32 resnet44 resnet56 resnet110 resnet1202 pytorch resnet-cifar cifar torchvision-models-cifar
Language:Python 1152
megvii-research / mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
cifar coco computer-vision cvpr2022 deep-learning iccv2023 imagenet knowledge-distillation pytorch
Language:Python 735
BIGBALLON / CIFAR-ZOO
PyTorch implementation of CNNs for CIFAR benchmark
pytorch cifar resnet resnext densenet shake-shake mixup cutout learning-rate-decay senet
Language:Python 693
ildoonet / pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
pytorch autoaugment augmentation computer-vision imagenet cifar classification deep-learning convolutional-neural-networks
Language:Python 619
prlz77 / ResNeXt.pytorch
Reproduces ResNet-V3 with pytorch
cifar pytorch resnet resnext
Language:Python 501
gaohuang / MSDNet
Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）
cifar computer-vision deep-learning imagenet
Language:Lua 462
hongyi-zhang / mixup
Implementation of the mixup training method
cifar data-augmentation gan mixup pytorch
Language:Python 460
felixgwu / img_classification_pk_pytorch
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
cifar computer-vision deep-learning pytorch
Language:Python 360
conan7882 / GoogLeNet-Inception
TensorFlow implementation of GoogLeNet and Inception for image classification.
image-classification googlenet inception tensorflow cifar pre-trained
Language:Python 278
zlmzju / fusenet
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
cifar imagenet fusion dfn ensemble mxnet resnet
Language:Jupyter Notebook 228
gan-vae-pretrained-pytorch
csinva / gan-vae-pretrained-pytorch
Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
gan pytorch pretrained-models mnist cifar dcgan pytorch-implementation python deep-learning neural-network convolutional-neural-networks cnn gans generative-adversarial-network generative-adversarial-networks pretrained machine-learning ml ai statistics
Language:Jupyter Notebook 168
ethanhe42 / resnet-cifar10-caffe
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
resnet caffe cifar10 cifar vgg16
Language:Python 160
voldemortX / DST-CBC
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
semi-supervised-learning semantic-segmentation pytorch mixed-precision-training tensorboard pascal-voc cityscapes cifar
Language:Python 134
ma-xu / Open-Set-Recognition
Open Set Recognition
open-set-recognition openmax oltr center-loss cifar pytorch mnist imagenet openset openset-classification openset-recognition open-set
Language:Python 129
FreeformRobotics / Divide-and-Co-training
[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
splitnet image-classification deep-ensemble cifar efficientnet imagenet
Language:Python 101
visresearch / patchmix
The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
cifar contrastive-learning imagenet representation-learning self-supervised-learning transfer-learning unsupervised-learning vision-transformer
Language:Python 84
dongyp13 / Stochastic-Quantization
Training Low-bits DNNs with Stochastic Quantization
caffe cifar deep-neural-networks imagenet quantization
Language:Jupyter Notebook 72
hunto / image_classification_sota
Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
pytorch imagenet cifar nas kd pruning rep vit transformer image-classification
Language:Python 65
hyperion-ml / hyperion
Python toolkit for speech processing
speaker-recognition adversarial-attacks x-vectors nist-sre cifar mnist voxceleb pytorch plda calibration vq-vae vae sre19-cts resnet efficientnet transformer conformer sre19-av sre21 sre20-cts
Language:Python 61
dnlcrl / deep-residual-networks-pyfunt
Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).
python residual-networks deep-residual-learning mnist image-recognition ipython-notebook image-classification numpy strider accuracy affine-layer cifar training
Language:Python 52
Queequeg92 / SE-Net-CIFAR
SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.
se-net resnet wideresnet cifar
Language:Python 47
visresearch / aps
The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"
cifar contrastive-learning imagenet representation-learning self-supervised-learning transfer-learning unsupervised-learning vision-transformer
Language:Python 46
ritchieng / wideresnet-tensorlayer
Wide Residual Networks implemented in TensorLayer and TensorFlow.
cifar residual-networks resnet tensorflow tensorlayer
Language:Python 43
EN10 / CIFAR
CIFAR 10 image dataset
cifar-10 cifar10 cifar sigmoid logistic-regression gradient-descent
Language:Python 42
hunto / DyRep
Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022
cifar dyrep imagenet pytorch rep
39
mateuszbuda / ALL-CNN
Striving for Simplicity: The All Convolutional Net (All-CNN-C)
caffe cifar cnn computer-vision convolutional-networks convolutional-neural-networks deeplearning
Language:Shell 38
bytesc / Image_Classify_WebGUI_CIFAR10
✨基于卷积神经网络(CNN)和CIFAR10数据集的图像智能分类 Web 应用 Intelligent Image Classification Web Applcation based on Convolutional Neural Networks and the CIFAR10 Dataset✨🚩 (with README in English) 📌含在线demo：图像分类可视化界面，快速部署深度学习模型为网页应用，Web预测系统，决策支持系统(DSS)，图像分类前端网页，图像分类Demo展示-Pywebio。AI人工智能图像分类-Pytorch。CIFAR10数据集，小模型。100%纯Python代码，轻量化，易复现
python pytorch pywebio webapp cifar image-classification web-prediction-system ocr dss decision-support-system
Language:Python 34
MIC-DKFZ / image_classification
:dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments
cifar classification cnn computer-vision deep-learning framework hydra image-classification image-processing image-regression imagenet lightning pytorch pytorch-lightning regression weights-and-biases
Language:Python 34
yui0 / catseye
Neural network library written in C and Javascript
neural-network recognizing-handwritten-digits autoencoder mnist perceptron cnn deep-learning gan cifar single-header-lib dnn gpgpu
Language:Roff 33
ShivamShrirao / dnn_from_scratch
A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
convolutional-neural-networks backpropagate cnn gan generative-adversarial-network deep-learning mnist cifar numpy optimizers library python computer-vision cnn-from-scratch ml-from-scratch machine-learning neural-network deep-neural-networks keras
Language:Python 29
lionelmessi6410 / tensorflow2-cifar
95.76% on CIFAR-10 with TensorFlow2
cifar tensorflow2
Language:Python 25
pmf
tajanthan / pmf
Proximal Mean-field for Neural Network Quantization
network-quantization binary-neural-networks relaxation-labelling softmax cifar
Language:Python 21
SeongwoongCho / adversarial-autoaugment-pytorch
Unofficial Pytorch Implementation Of AdversarialAutoAugment(ICLR2020)
adversarial-autoaugment augmentation autoaugment cifar computer-vision convol convolutional-neural-networks data-augmentation data-augmentation-strategies deep-learning imagenet policy-gradient
Language:Python 20
kakshak07 / Frequency-response-characterization-of-CNNs
cnn fashion-mnist cifar detection frequency fourier-transform resnet-18 visualization gaussian-blur gaussian-filter
Language:Jupyter Notebook 16
tgilewicz / uniformaugment
Unofficial PyTorch Reimplementation of UniformAugment.
augmentation autoaugment cifar classification convolutional-neural-networks deep-learning imagenet randaugment uniform-augment uniformaugment
Language:Python 14

cifar

osmr / imgclsmob

akamaster / pytorch_resnet_cifar10

megvii-research / mdistiller

BIGBALLON / CIFAR-ZOO

ildoonet / pytorch-randaugment

prlz77 / ResNeXt.pytorch

gaohuang / MSDNet

hongyi-zhang / mixup

felixgwu / img_classification_pk_pytorch

conan7882 / GoogLeNet-Inception

zlmzju / fusenet

csinva / gan-vae-pretrained-pytorch

ethanhe42 / resnet-cifar10-caffe

voldemortX / DST-CBC

ma-xu / Open-Set-Recognition

FreeformRobotics / Divide-and-Co-training

visresearch / patchmix

dongyp13 / Stochastic-Quantization

hunto / image_classification_sota

hyperion-ml / hyperion

dnlcrl / deep-residual-networks-pyfunt

Queequeg92 / SE-Net-CIFAR

visresearch / aps

ritchieng / wideresnet-tensorlayer

EN10 / CIFAR

hunto / DyRep

mateuszbuda / ALL-CNN

bytesc / Image_Classify_WebGUI_CIFAR10

MIC-DKFZ / image_classification

yui0 / catseye

ShivamShrirao / dnn_from_scratch

lionelmessi6410 / tensorflow2-cifar

tajanthan / pmf

SeongwoongCho / adversarial-autoaugment-pytorch

kakshak07 / Frequency-response-characterization-of-CNNs

tgilewicz / uniformaugment