70 Open source projects that are alternatives of or similar to cifar10

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

Train DenseNet on Cifar-10 based on Keras

Generative Adversarial Networks in TensorFlow 2.0

A numpy based CNN implementation for classifying images

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

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

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

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

A PyTorch implementation of shake-shake

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

Keras implementation of temporal ensembling(semi-supervised learning)

Classification with PyTorch.

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

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

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

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

Reimplementation ResNet on cifar10 with caffe

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

Pytorch implementation of Virtual Adversarial Training

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.

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

PyTorch implementation of shake-drop regularization

Label Embedding Network

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

TensorBasicModel

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

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

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

Bottleneck Transformers for Visual Recognition

Selective Classification For Deep Neural Networks.

pytorch implement of Lookahead Optimizer

AlexNet model from ILSVRC 2012

Various CNN models for CIFAR10 with Chainer

No description or website provided.

Speech commands recognition with PyTorch

anomaly detection by one-class SVM

Unofficial pytorch implementation of ReZero in ResNet

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

Spectral Normalization for Keras Dense and Convolution Layers

15+ Machine/Deep Learning Projects in Ipython Notebooks

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…

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

Theano implementation of XNOR-Net

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

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

[ICLR'19] Complement Objective Training

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Implementation of Conv-based and Vit-based networks designed for CIFAR.

ResNet for Cifar10

The implementation of Relativistic average GAN with Keras

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

Tensorflow ResNet implementation on cifar10

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

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Federated Learning mini-framework with Keras

practice on CIFAR10 with Keras

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

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