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Search results for python cifar10

219 search results found

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Pytorch Playground ⭐ 2,366

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

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.

Hlb Cifar10 ⭐ 1,112

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100, the current world speed record. Or ~95.79% in ~110 seconds (or less!)

Pytorch_image_classification ⭐ 979

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

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

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

Neural Backed Decision Trees ⭐ 445

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

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

Vision Transformers Cifar10 ⭐ 292

Let's train vision transformers (ViT) for cifar 10!

Naszilla ⭐ 269

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

Quantized_distillation ⭐ 266

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

Nnpulearning ⭐ 253

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

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)

Wideresnet Pytorch ⭐ 206

Wide Residual Networks (WideResNets) in PyTorch

Mobilenetv3 Pytorch ⭐ 197

Implementing Searching for MobileNetV3 paper using Pytorch

Pytorch Cifar Models ⭐ 174

Pretrained models on CIFAR10/100 in PyTorch

Binarynet.tf ⭐ 161

BNN implementation in tensorflow

Resnext Tensorflow ⭐ 141

Simple Tensorflow implementation of ResNeXt using Cifar10

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

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

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

Tensorflow.cifar10 ⭐ 119

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

Autonovel ⭐ 110

Automatically Discovering and Learning New Visual Categories with Ranking Statistics (ICLR 2020)

Petridishnn ⭐ 110

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

Efficientnet Pytorch ⭐ 108

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

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

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Cifar2png ⭐ 96

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

Bottlenecktransformers ⭐ 93

Bottleneck Transformers for Visual Recognition

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Shiftresnet Cifar ⭐ 92

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

Generative Models ⭐ 92

Comparison of Generative Models in Tensorflow

Residualattentionnetwork ⭐ 92

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

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

Augmentation For Lnl ⭐ 89

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

Privatedeeplearning ⭐ 89

Differential Privacy Preservation in Deep Learning under Model Attacks

Fast Autoaugment Efficientnet Pytorch ⭐ 88

A Pytorch implementation of Fast AutoAugment and EfficientNet

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.

Resnext In Tensorflow ⭐ 78

This is an implementation of ResNeXt (by Xie et al.) in tensorflow

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Badnets Pytorch ⭐ 70

Simple PyTorch implementations of Badnets on MNIST and CIFAR10.

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.

SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)

Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.

[ICLR'19] Complement Objective Training

Visualizingndf ⭐ 61

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

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Lambdanetworks ⭐ 50

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

Ghostnet_cifar10 ⭐ 42

ghostnet_cifar10

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

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

Collections of self-supervised methods, based on cvpods.

Pytorch Cifar10 ⭐ 39

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

Keras Acgan Cifar10 ⭐ 38

Zero-Shot Knowledge Distillation in Deep Networks

Shake Drop_pytorch ⭐ 36

PyTorch implementation of shake-drop regularization

Multi Task Image Classification ⭐ 36

Multi-task learning for image classification implemented in PyTorch.

Nice_pytorch ⭐ 36

Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.

Pytorch Nin Cifar10 ⭐ 36

pytorch implementation of network-in-network model on cifar10

Learning Rate Dropout ⭐ 35

Pytorch implementation of Learning Rate Dropout.

Caffe2 Tutorial ⭐ 35

Caffe2 C++/Python tutorial with full demo

Cac Openset ⭐ 34

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

This repository contains an official implementation of LPBNN.

Neural_kernels_code ⭐ 33

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

[NeurIPS 2021] Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Dawn Bench Models ⭐ 33

Dynamic Routing Capsule Cifar ⭐ 33

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

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

Caffe2 Mobilenet ⭐ 29

MobileNets Reimplementation

The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).

Bayesbinn ⭐ 28

Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

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

Cnn From Scratch ⭐ 27

Convolutional Neural Network implemented from Scratch for MNIST and CIFAR-10 datasets.

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

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