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The Top 41 Cifar10 Open Source Projects

Pytorch Classification ⭐ 1,354
Classification with PyTorch.
Knowledge Distillation Pytorch ⭐ 1,111
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
One Pixel Attack Keras ⭐ 1,107
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Pytorch_image_classification ⭐ 896
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
Cifar 10 Cnn ⭐ 777
Play deep learning with CIFAR datasets
Neural Backed Decision Trees ⭐ 464
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Autogan ⭐ 409
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Torchdistill ⭐ 337
PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆19 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 Cifar Models ⭐ 294
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
Pytorch_cifar10 ⭐ 271
Pretrained TorchVision models on CIFAR10 dataset (with weights)
Simclr ⭐ 269
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
Dawn Bench Entries ⭐ 259
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
Tf Vqvae ⭐ 233
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Naszilla ⭐ 206
Naszilla is a Python library for neural architecture search (NAS)
Nnpulearning ⭐ 197
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
Resnet Cifar10 Caffe ⭐ 162
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
Bottlenecktransformers ⭐ 161
Bottleneck Transformers for Visual Recognition
Lookahead_pytorch ⭐ 152
pytorch implement of Lookahead Optimizer
Generative_adversarial_networks_101 ⭐ 147
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Pytorch Speech Commands ⭐ 139
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
Chainer Cifar10 ⭐ 134
Various CNN models for CIFAR10 with Chainer
Aognet ⭐ 133
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
Resnet On Cifar10 ⭐ 125
Reimplementation ResNet on cifar10 with caffe
Petridishnn ⭐ 112
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Virtual Adversarial Training ⭐ 106
Pytorch implementation of Virtual Adversarial Training
Spectralnormalizationkeras ⭐ 105
Spectral Normalization for Keras Dense and Convolution Layers
Neural Api ⭐ 105
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.
Pytorch_shake_shake ⭐ 104
A PyTorch implementation of shake-shake
Bsconv ⭐ 97
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
Tensorflow Cifar 10 ⭐ 85
Cifar-10 CNN implementation using TensorFlow library with 20% error.
Cot ⭐ 73
[ICLR'19] Complement Objective Training
Label Embedding Network ⭐ 69
Label Embedding Network
Ali Pytorch ⭐ 64
PyTorch implementation of Adversarially Learned Inference (BiGAN).
Augmentation For Lnl ⭐ 63
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
Parle ⭐ 38
Relativistic Average Gan Keras ⭐ 38
The implementation of Relativistic average GAN with Keras
Randwire_tensorflow ⭐ 29
tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
Theano Xnor Net ⭐ 24
Theano implementation of XNOR-Net
Image_classification_cifar 10 ⭐ 18
Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.
Pytorch_resnet ⭐ 15
A PyTorch implementation of ResNet
Resnet ⭐ 10
Tensorflow ResNet implementation on cifar10
1-41 of 41 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210