87 Open Source Cifar10 Software Projects
Free and open source cifar10 code projects including engines, APIs, generators, and tools.
One Pixel Attack Keras 1053 ⭐
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Knowledge Distillation Pytorch 826 ⭐
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Pytorch_image_classification 653 ⭐
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
Autogan 355 ⭐
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Neural Backed Decision Trees 340 ⭐
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Tf Vqvae 213 ⭐
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Nnpulearning 169 ⭐
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
Bananas 140 ⭐
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
Aognet 132 ⭐
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
Petridishnn 107 ⭐
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
Generative_adversarial_networks_101 113 ⭐
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Simclr 125 ⭐
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
Residualattentionnetwork 94 ⭐
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Neural API 79 ⭐
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.
Efficientnet Pytorch 64 ⭐
A PyTorch Implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
Multi Task Image Classification 50 ⭐
Multi-task learning for image classification implemented in PyTorch.
Visualizingndf 48 ⭐
Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI
Mi Lad Snip 42 ⭐
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
Pruning_filters_for_efficient_convnets 40 ⭐
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
Randwire_tensorflow 29 ⭐
tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
Cnn Compression Performance 26 ⭐
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
Cifar Autoencoder 27 ⭐
A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.
Srvae 29 ⭐
VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218
Image_classification_cifar 10 18 ⭐
Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.
Conv_snn 22 ⭐
Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
Classification_nets 16 ⭐
Implement popular models by different DL framework. Such as tensorflow and caffe
Pcdarts Tf2 16 ⭐
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.
Temporal Ensembling Semi Supervised 16 ⭐
Keras implementation of temporal ensembling(semi-supervised learning)
Srinadhu Cs231n 20 ⭐
My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
Neural_networks_for_computer_vision 12 ⭐
Implementing Neural Networks for Computer Vision in autonomous vehicles and robotics for classification, pattern recognition, control. Using Python, numpy, tensorflow. From basics to complex project
Dcgan Cifar10 12 ⭐
A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image
Image Classifiaction Using Cnn And Keras In R 10 ⭐
An Image Recognition Project made in R using Keras and Tensorflow which classifies a set of images amongst 10 classes
All Conv Pytorch 10 ⭐
Pytorch implementation of "Striving for Simplicity: The All Convolutional Net" (https://arxiv.org/abs/1412.6806)