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136 search results found

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Unsupervised Classification ⭐ 1,217

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

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.

Cifar 10 Cnn ⭐ 726

Play deep learning with CIFAR datasets

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)

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Densenet Tensorflow ⭐ 471

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

Cifar10 Tensorflow ⭐ 395

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率

Neural Api ⭐ 334

CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.

Largemargin_softmax_loss ⭐ 297

Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.

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

Kaggle Cifar10 Torch7 ⭐ 241

Code for Kaggle-CIFAR10 competition. 5th place.

Dawn Bench Entries ⭐ 235

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

Pyramidnet Pytorch ⭐ 215

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

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Mobilenetv3 Pytorch ⭐ 197

Implementing Searching for MobileNetV3 paper using Pytorch

Pytorch Vgg Cifar10 ⭐ 191

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

Generative_adversarial_networks_101 ⭐ 190

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Binarynet.tf ⭐ 161

BNN implementation in tensorflow

Cifar 10.1 ⭐ 145

Release of CIFAR-10.1, a new test set for CIFAR-10.

Cifar10 Img Classification Tensorflow ⭐ 125

image classification with CIFAR10 dataset w/ Tensorflow

Resnet On Cifar10 ⭐ 124

Reimplementation ResNet on cifar10 with caffe

Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)

Lookahead_pytorch ⭐ 122

pytorch implement of Lookahead Optimizer

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Pyramidnet ⭐ 121

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

Tensorflow.cifar10 ⭐ 119

The examples of image recognition with the dataset CIFAR10 via tensorflow.

Cifar2png ⭐ 96

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

Residualattentionnetwork ⭐ 92

A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.

Shiftresnet Cifar ⭐ 92

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

Pytorch_shake_shake ⭐ 89

A PyTorch implementation of shake-shake

Spectralnormalizationkeras ⭐ 86

Spectral Normalization for Keras Dense and Convolution Layers

Peleenet ⭐ 83

A tensorflow implement for PeleeNet:A Real-Time Object Detection System on Mobile Devices

Tensorflow Cifar 10 ⭐ 82

Cifar-10 CNN implementation using TensorFlow library with 20% error.

Badnets Pytorch ⭐ 70

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

Randwirenn ⭐ 69

Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset

Label Embedding Network ⭐ 68

Label Embedding Network

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

Cifar10dataset ⭐ 64

Create your own dataset with the similar format with CIFAR10 in python version.

[ICLR'19] Complement Objective Training

Mobilenet V2_cifar10 ⭐ 46

a pytorch implement of mobileNet v2 on cifar10

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

NeurIPS'18: Masking: A New Perspective of Noisy Supervision

Pytorch Cifar10 ⭐ 39

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

Keras Acgan Cifar10 ⭐ 38

Lp Deepssl ⭐ 38

Code for CVPR 2019 paper Label Propagation for Deep Semi-supervised Learning

Zero-Shot Knowledge Distillation in Deep Networks

Pytorch Nin Cifar10 ⭐ 36

pytorch implementation of network-in-network model on cifar10

Shake Drop_pytorch ⭐ 36

PyTorch implementation of shake-drop regularization

Multi Task Image Classification ⭐ 36

Multi-task learning for image classification implemented in PyTorch.

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.

Cac Openset ⭐ 34

Code for Class Anchor Clustering loss for training a distance-based open set classifier

Neural_kernels_code ⭐ 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

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Cifarvae ⭐ 30

Variational Auto Encoder

Png 2 Cifar10 ⭐ 30

Command line tool for converting a set of images to cifar10 binary for training - requires imagemagick and PIL (python 2.7)

CIFAR 10 image dataset

Based on the CIFAR10 example on TensorFlow. Reconfiguring it to run my own images and data.

Class Activation Map with Pytorch

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Dorefa_cifar10 ⭐ 26

implement of DoReFaNet with tensorflow based on cifar10 dataset

Ocsvm Anomaly Detection ⭐ 24

anomaly detection by one-class SVM

Tensorbag ⭐ 24

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

Conv_snn ⭐ 23

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

Cifar10 Vgg19 Tensorflow ⭐ 23

Theano Xnor Net ⭐ 23

Theano implementation of XNOR-Net

Embarc_mli ⭐ 22

Machine learning inference library for ARC EM and HS Processors

Machine Learning Notebooks ⭐ 22

15+ Machine/Deep Learning Projects in Ipython Notebooks

Performance Comparison Of Gan On Cifar 10 ⭐ 20

Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

Image_classification_cifar 10 ⭐ 18

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

Improvedgan Pytorch ⭐ 17

Improved Techniques for Training GANs for cifar10 dataset

Resnet50 Cifar10 Python Keras ⭐ 17

Train&prediction of Cifar10 dataset using Resnet50 - Python-Keras

Cifarclassify ⭐ 17

实现常用图像分类算法

Resnet Pytorch Cifar10 ⭐ 16

PyTorch implementation of residual networks trained on CIFAR-10 dataset

Tensorflow Helloworld ⭐ 16

Robustnessaccuracy ⭐ 16

AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels

Whitebox Part1 ⭐ 16

In this part, i've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

Densenet ⭐ 14

A keras implementation of DenseNet

Human Action Recognition And Video Classification Using Svm And Deep Cnn ⭐ 14

Cifar Tensorflow ⭐ 14

Image Defect Detection Based On Cnn ⭐ 14

TensorBasicModel

Keras Imprinting ⭐ 14

论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;

Cnns_for_classifing_cifar10 ⭐ 13

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

AlexNet model from ILSVRC 2012

Caffe Project Vggnet Resnet Densenet ⭐ 13

Fully Learnable Group Convolution.pytorch ⭐ 13

Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

Cifar Autoencoder ⭐ 13

A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.

Temporal Ensembling Semi Supervised ⭐ 13

keras implementation of temporal ensembling(semi-supervised learning)

Tensorflow_cnn ⭐ 13

Example CNN on CIFAR-10 classification

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