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Search results for resnet cifar10

65 search results found

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Pytorch Playground ⭐ 2,366

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 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.

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

Resnet In Tensorflow ⭐ 825

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

Pytorch_resnet_cifar10 ⭐ 614

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Senet Tensorflow ⭐ 611

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

Densenet Tensorflow ⭐ 471

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

Vision Transformers Cifar10 ⭐ 292

Let's train vision transformers (ViT) for cifar 10!

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Pyramidnet Pytorch ⭐ 215

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Wideresnet Pytorch ⭐ 206

Wide Residual Networks (WideResNets) in PyTorch

Pytorch Cifar10 ⭐ 143

pytorch and cifar10

Resnext Tensorflow ⭐ 141

Simple Tensorflow implementation of ResNeXt using Cifar10

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Pytorch Image Classification ⭐ 124

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re

Resnet On Cifar10 ⭐ 124

Reimplementation ResNet on cifar10 with caffe

Lookahead_pytorch ⭐ 122

pytorch implement of Lookahead Optimizer

Pyramidnet ⭐ 121

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Privatedeeplearning ⭐ 89

Differential Privacy Preservation in Deep Learning under Model Attacks

Fast Autoaugment Efficientnet Pytorch ⭐ 88

A Pytorch implementation of Fast AutoAugment and EfficientNet

Spectralnormalizationkeras ⭐ 86

Spectral Normalization for Keras Dense and Convolution Layers

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)

Lambdanetworks ⭐ 50

Cifar10 Gluon ⭐ 47

Gluon implement of Kaggle cifar10 competition

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Ghostnet_cifar10 ⭐ 42

ghostnet_cifar10

Pytorch Cifar10 ⭐ 39

The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch

Learning Rate Dropout ⭐ 35

Pytorch implementation of Learning Rate Dropout.

Wide Residual Network ⭐ 35

Wide-residual network implementations. Best result for cifar10(97.12%), cifar100(84.12%), and other kaggle challenges

This repository contains an official implementation of LPBNN.

Dawn Bench Models ⭐ 33

Dynamic Routing Capsule Cifar ⭐ 33

CapsNet reference from : https://github.com/XifengGuo/CapsNet-Keras

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Resnet Cifar10 ⭐ 20

ResNet for Cifar10

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

PyTorch implementation of "Dynamic Structure Pruning for Compressing CNNs" (AAAI 2023 Oral)

Cifarclassify ⭐ 17

实现常用图像分类算法

Rezero Resnet ⭐ 17

Unofficial pytorch implementation of ReZero in ResNet

Resnet Pytorch Cifar10 ⭐ 16

PyTorch implementation of residual networks trained on CIFAR-10 dataset

Deeplearning Mpo ⭐ 15

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

Cifar Tensorflow ⭐ 14

Trades Smoothing ⭐ 13

TRADES + random smoothing for certifiable robustness

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

Caffe Project Vggnet Resnet Densenet ⭐ 13

Cnns_for_classifing_cifar10 ⭐ 13

An implement of LeNet, AlexNet, VGG16, GoogLeNet and ResNet with Tensorflow.

Image_classification ⭐ 12

Pushing CIFAR-10 SOTA using ResNets.

Resnet_cifar10_cifar100_imagenet ⭐ 11

resnet_cifar10_cifar100_imagenet

Tensorflow ResNet implementation on cifar10

Pytorch_resnet ⭐ 9

A PyTorch implementation of ResNet

Shake Shake Keras ⭐ 8

Keras implementation of Shake-Shake regularization

Ttp Neuralnets Compression ⭐ 8

We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.

Pytorch_cutout ⭐ 8

A PyTorch implementation of Cutout

Vanilla Adversarial Training ⭐ 8

vanilla training and adversarial training in PyTorch

Pytorch Cifar10 ⭐ 8

Image classification models on CIFAR10 dataset using pytorch

Cifar10 Resnet Tensorflow ⭐ 7

base backbone model

Pytorch Classification ⭐ 7

Pytorch model for classification

Qtclassification ⭐ 7

A lightweight and extensible toolbox for image classification

Classification Cifar10 Pytorch ⭐ 7

Train several classical classification networks in cifar10 dataset by PyTorch

Trainableactivation ⭐ 7

Implementation for the article "Trainable Activations for Image Classification"

Multi Sample_dropout_pytorch ⭐ 7

a simple pytorch implement of Multi-Sample Dropout

Cifar10_pytorch ⭐ 6

Model benchmark on CIFAR10 dataset in PyTorch.

Cifar10 Faster ⭐ 6

[WIP] Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in less 20 epochs

Cifar_pytorch Lightning ⭐ 6

CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning

Pytorch Cifar10 ⭐ 6

practice on CIFAR10 with PyTorch

Pytorch_random_erasing ⭐ 5

A PyTorch implementation of RandomErasing

A multibranch neural net architecture. (PyTorch)

Pytorch Cifar10 Fp16 ⭐ 5

Let's train CIFAR 10 Pytorch with Half-Precision!

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