The Top 379 Cifar10 Open Source Projects on Github

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The Top 379 Cifar10 Open Source Projects on Github

Categories > Machine Learning > Cifar10

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Knowledge Distillation Pytorch ⭐ 1,220

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Pytorch_image_classification ⭐ 764

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

Cifar 10 Cnn ⭐ 726

Play deep learning with CIFAR datasets

Torchdistill ⭐ 464

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 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.

Neural Backed Decision Trees ⭐ 445

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

Autogan ⭐ 412

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

Pytorch_cifar10 ⭐ 255

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Pytorch Cifar Models ⭐ 245

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

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

Tf Vqvae ⭐ 205

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

Naszilla ⭐ 200

Naszilla is a Python library for neural architecture search (NAS)

Mobilenetv3 Pytorch ⭐ 197

Implementing Searching for MobileNetV3 paper using Pytorch

Nnpulearning ⭐ 156

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

Resnet Cifar10 Caffe ⭐ 152

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

Generative_adversarial_networks_101 ⭐ 150

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

Cifar 10.1 ⭐ 145

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

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

Pytorch Cifar10 ⭐ 124

pytorch and cifar10

Resnet On Cifar10 ⭐ 124

Reimplementation ResNet on cifar10 with caffe

Lookahead_pytorch ⭐ 122

pytorch implement of Lookahead Optimizer

Neural Api ⭐ 122

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

Pyramidnet ⭐ 121

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

Petridishnn ⭐ 106

Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Bottlenecktransformers ⭐ 93

Bottleneck Transformers for Visual Recognition

Generative Models ⭐ 92

Comparison of Generative Models in Tensorflow

Shiftresnet Cifar ⭐ 92

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

Residualattentionnetwork ⭐ 92

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

Cifar10 Img Classification Tensorflow ⭐ 91

image classification with CIFAR10 dataset w/ Tensorflow

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

Pytorch_shake_shake ⭐ 89

A PyTorch implementation of shake-shake

Spectralnormalizationkeras ⭐ 86

Spectral Normalization for Keras Dense and Convolution Layers

Tensorflow Cifar 10 ⭐ 82

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

Augmentation For Lnl ⭐ 81

[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".

Pytorch Cifar Models ⭐ 79

Pretrained models on CIFAR10/100 in PyTorch

Efficientnet Pytorch ⭐ 72

A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

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)

Deepfakecapsulegan ⭐ 62

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

[ICLR'19] Complement Objective Training

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.

Visualizingndf ⭐ 51

Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Cifar2png ⭐ 41

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

Collections of self-supervised methods, based on cvpods.

Pytorch Cifar10 ⭐ 39

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

Densenet Cifar10 ⭐ 36

Train DenseNet on Cifar-10 based on Keras

Shake Drop_pytorch ⭐ 36

PyTorch implementation of shake-drop regularization

Multi Task Image Classification ⭐ 36

Multi-task learning for image classification implemented in PyTorch.

Relativistic Average Gan Keras ⭐ 36

The implementation of Relativistic average GAN with Keras

Photolabellerserver ⭐ 35

Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller

Caffe2 Tutorial ⭐ 35

Caffe2 C++/Python tutorial with full demo

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.

CIFAR 10 image dataset

Cifarvae ⭐ 30

Variational Auto Encoder

Dynamic Routing Capsule Cifar ⭐ 29

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

Randwire_tensorflow ⭐ 29

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

Predict CIFAR-10 labels with 88% accuracy using keras.

Tensorbag ⭐ 24

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

Pruning_filters_for_efficient_convnets ⭐ 24

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Caffesvd ⭐ 24

使用SVD、K-Means、降低权值精度的方法压缩Cifar-10神经网络的全连接层

Cnn Compression Performance ⭐ 24

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

Ocsvm Anomaly Detection ⭐ 24

anomaly detection by one-class SVM

PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"

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

Machine Learning Notebooks ⭐ 22

15+ Machine/Deep Learning Projects in Ipython Notebooks

Pfl Non Iid ⭐ 22

The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.

Federated Learning Mini Framework ⭐ 22

Federated Learning mini-framework with Keras

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

Resnet Cifar10 ⭐ 20

ResNet for Cifar10

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Numpy Cnn ⭐ 19

A numpy based CNN implementation for classifying images

Image_classification_cifar 10 ⭐ 18

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

Ceal_keras ⭐ 18

Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper

Porting pytorch dcgan on FloydHub

Cifarclassify ⭐ 17

实现常用图像分类算法

Rezero Resnet ⭐ 17

Unofficial pytorch implementation of ReZero in ResNet

Classification_nets ⭐ 16

Implement popular models by different DL framework. Such as tensorflow and caffe

Whitebox Part1 ⭐ 16

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

Keras Deep Learning ⭐ 16

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

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

Kaggle Cifar10 ⭐ 14

这是kaggle-cifar10的baseline

Densenet ⭐ 14

A keras implementation of DenseNet

Keras Imprinting ⭐ 14

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

1-100 of 379 projects

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Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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