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The Top 658 Cifar10 Open Source Projects

Pytorch Cifar ⭐ 4,437
95.47% on CIFAR10 with PyTorch
most recent commit 8 months ago
Pytorch Playground ⭐ 2,255
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
most recent commit 6 months ago
Knowledge Distillation Pytorch ⭐ 1,449
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
most recent commit 19 days ago
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
most recent commit 2 years ago
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
most recent commit 2 years ago
Unsupervised Classification ⭐ 994
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 3 months ago
Pytorch_image_classification ⭐ 979
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN
most recent commit 9 months ago
Resnet In Tensorflow ⭐ 825
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
most recent commit 3 years ago
Cifar 10 Cnn ⭐ 726
Play deep learning with CIFAR datasets
most recent commit 2 years ago
Torchdistill ⭐ 724
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.
total releases 22most recent commit 18 days ago
Pytorch_resnet_cifar10 ⭐ 614
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
most recent commit a year ago
Senet Tensorflow ⭐ 611
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
most recent commit 4 years ago
Densenet Tensorflow ⭐ 471
Simple Tensorflow implementation of Densenet using Cifar10, MNIST
most recent commit 4 years ago
Neural Backed Decision Trees ⭐ 445
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
most recent commit a year ago
Autogan ⭐ 412
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
most recent commit a year ago
Trades ⭐ 405
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
most recent commit 5 months ago
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
most recent commit 4 years ago
Pytorch_cifar10 ⭐ 328
Pretrained TorchVision models on CIFAR10 dataset (with weights)
most recent commit 8 months ago
Largemargin_softmax_loss ⭐ 297
Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.
most recent commit 4 years ago
Deep Learning With Tensorflow 2 And Keras ⭐ 269
Deep Learning with TensorFlow 2 and Keras, published by Packt
most recent commit 3 months ago
Quantized_distillation ⭐ 266
Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
most recent commit 3 years ago
Pytorch Cifar Models ⭐ 245
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
most recent commit 4 years ago
Kaggle Cifar10 Torch7 ⭐ 241
Code for Kaggle-CIFAR10 competition. 5th place.
most recent commit 7 years ago
Dawn Bench Entries ⭐ 235
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
most recent commit 2 years ago
Naszilla ⭐ 234
Naszilla is a Python library for neural architecture search (NAS)
most recent commit 8 months ago
Pfl Non Iid ⭐ 231
Personalized federated learning simulation platform with Non-IID and unbalanced dataset
most recent commit 2 days ago
Pyramidnet Pytorch ⭐ 215
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
most recent commit 2 years ago
Awesome Tensorlayer ⭐ 212
A curated list of dedicated resources and applications
most recent commit 3 years ago
Wideresnet Pytorch ⭐ 206
Wide Residual Networks (WideResNets) in PyTorch
most recent commit 3 years ago
Tf Vqvae ⭐ 205
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
most recent commit 4 years ago
Neural Api ⭐ 205
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.
most recent commit 3 months ago
Mobilenetv3 Pytorch ⭐ 197
Implementing Searching for MobileNetV3 paper using Pytorch
most recent commit 3 years ago
Pytorch Vgg Cifar10 ⭐ 191
This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
most recent commit 3 years ago
Tripletnet ⭐ 174
Deep metric learning using Triplet network
most recent commit 5 years ago
Vision Transformers Cifar10 ⭐ 164
Let's train vision transformers (ViT) for cifar 10!
most recent commit a month ago
Binarynet.tf ⭐ 161
BNN implementation in tensorflow
most recent commit 4 years ago
Nnpulearning ⭐ 156
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
most recent commit 2 years ago
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.
most recent commit a year ago
Cifar 10.1 ⭐ 145
Release of CIFAR-10.1, a new test set for CIFAR-10.
most recent commit 2 years ago
Pytorch Cifar10 ⭐ 143
pytorch and cifar10
most recent commit a year ago
Resnext Tensorflow ⭐ 141
Simple Tensorflow implementation of ResNeXt using Cifar10
most recent commit 4 years ago
Pytorch Cifar Models ⭐ 132
Pretrained models on CIFAR10/100 in PyTorch
most recent commit a month ago
Chainer Cifar10 ⭐ 132
Various CNN models for CIFAR10 with Chainer
most recent commit 4 years ago
Aognet ⭐ 130
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
most recent commit 3 years ago
Resnet On Cifar10 ⭐ 124
Reimplementation ResNet on cifar10 with caffe
most recent commit 5 years ago
Lookahead_pytorch ⭐ 122
pytorch implement of Lookahead Optimizer
most recent commit 3 years ago
Pyramidnet ⭐ 121
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
most recent commit 5 years ago
Caffe Mpi.github.io ⭐ 120
most recent commit 5 years ago
Tensorflow.cifar10 ⭐ 119
The examples of image recognition with the dataset CIFAR10 via tensorflow.
most recent commit 4 years ago
Autonovel ⭐ 110
Automatically Discovering and Learning New Visual Categories with Ranking Statistics (ICLR 2020)
most recent commit 3 years ago
Petridishnn ⭐ 106
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
most recent commit 2 years ago
Tensorflow ⭐ 101
从入门到精通！学习tensorflow的过程，记录一些模型:mnist_ml LeNet cifar10_cnn
most recent commit 6 years ago
Pytorch Speech Commands ⭐ 98
Speech commands recognition with PyTorch
most recent commit 5 years ago
Cifar2png ⭐ 96
Convert CIFAR-10 and CIFAR-100 datasets into PNG images
total releases 4most recent commit 6 months ago
Bottlenecktransformers ⭐ 93
Bottleneck Transformers for Visual Recognition
most recent commit 2 years ago
Shiftresnet Cifar ⭐ 92
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
most recent commit 3 years ago
Residualattentionnetwork ⭐ 92
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
most recent commit 3 years ago
Generative Models ⭐ 92
Comparison of Generative Models in Tensorflow
most recent commit 5 years ago
Cifar10 Img Classification Tensorflow ⭐ 91
image classification with CIFAR10 dataset w/ Tensorflow
most recent commit 4 years ago
Simclr ⭐ 91
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
most recent commit 2 years ago
Pytorch_shake_shake ⭐ 89
A PyTorch implementation of shake-shake
most recent commit 2 years ago
Augmentation For Lnl ⭐ 89
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
most recent commit 9 months ago
Privatedeeplearning ⭐ 89
Differential Privacy Preservation in Deep Learning under Model Attacks
most recent commit a year ago
Fast Autoaugment Efficientnet Pytorch ⭐ 88
A Pytorch implementation of Fast AutoAugment and EfficientNet
most recent commit 3 years ago
Ict ⭐ 88
Code for reproducing ICT ( published in IJCAI 2019)
most recent commit 3 years ago
Spectralnormalizationkeras ⭐ 86
Spectral Normalization for Keras Dense and Convolution Layers
most recent commit 3 years ago
Peleenet ⭐ 83
A tensorflow implement for PeleeNet:A Real-Time Object Detection System on Mobile Devices
most recent commit 4 years ago
Tensorflow Cifar 10 ⭐ 82
Cifar-10 CNN implementation using TensorFlow library with 20% error.
most recent commit 3 years ago
Caffe Parallel ⭐ 81
most recent commit 7 years ago
Resnext In Tensorflow ⭐ 78
This is an implementation of ResNeXt (by Xie et al.) in tensorflow
most recent commit 5 years ago
Yoco ⭐ 75
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
most recent commit 3 months ago
Robnets ⭐ 73
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
most recent commit 2 years ago
Efficientnet Pytorch ⭐ 72
A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
most recent commit 2 years ago
Virtual Adversarial Training ⭐ 72
Pytorch implementation of Virtual Adversarial Training
most recent commit 3 years ago
Badnets Pytorch ⭐ 70
Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
most recent commit 2 days ago
Randwirenn ⭐ 69
Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset
most recent commit 3 years ago
Label Embedding Network ⭐ 68
Label Embedding Network
most recent commit 5 years ago
Dac ⭐ 66
clustering
most recent commit 4 years ago
Bsconv ⭐ 66
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
total releases 4most recent commit 2 years ago
Cifar10_mxnet ⭐ 65
使用mxnet编写的kaggle CIFAR10比赛的代码
most recent commit 4 years ago
Cifar10dataset ⭐ 64
Create your own dataset with the similar format with CIFAR10 in python version.
most recent commit 5 years ago
Simpnet ⭐ 64
SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)
most recent commit 4 years ago
Deepfakecapsulegan ⭐ 62
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
most recent commit 3 years ago
Visualizingndf ⭐ 61
Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI
most recent commit 6 months ago
Goad ⭐ 61
Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.
most recent commit 8 months ago
Cot ⭐ 61
[ICLR'19] Complement Objective Training
most recent commit 4 years ago
Gans 2.0 ⭐ 60
Generative Adversarial Networks in TensorFlow 2.0
most recent commit 2 years ago
Cfmz ⭐ 58
most recent commit 7 years ago
Learning_with_signatures ⭐ 54
Learning with Signatures
most recent commit 4 months ago
Pytorch Cifar Model Zoo ⭐ 54
😄 Models for CIFAR10 including vit, swin transformer, CvT,coatnet,mobilevit etc 收集CNN和Transformer架构，欢迎PR
most recent commit 9 days ago
Snip ⭐ 54
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
most recent commit 3 years ago
Lambdanetworks ⭐ 50
most recent commit 2 years ago
Cifar10 Gluon ⭐ 47
Gluon implement of Kaggle cifar10 competition
most recent commit 5 years ago
Littleconv ⭐ 45
The C++11 deep learning framework, which is very easy to use
most recent commit 4 years ago
Capsgan ⭐ 43
Unsupervised representation learning with CapsNet based Generative Adversarial Networks
most recent commit 3 years ago
Ghostnet_cifar10 ⭐ 42
ghostnet_cifar10
most recent commit 2 years ago
Prediction Example With Caffe ⭐ 41
C++ Prediction Example With Caffe
most recent commit 8 years ago
Pytorch Image Classification ⭐ 41
用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re
most recent commit 17 days ago
Ali Pytorch ⭐ 41
PyTorch implementation of Adversarially Learned Inference (BiGAN).
most recent commit 4 years ago
Selfsup ⭐ 40
Collections of self-supervised methods, based on cvpods.
most recent commit a year ago
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