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Machine Learning
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Cifar10
87 Open Source Cifar10 Software Projects
Free and open source cifar10 code projects including engines, APIs, generators, and tools.
Pytorch Classification
1132 ⭐
Classification with PyTorch.
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
Cifar 10 Cnn
736 ⭐
Play deep learning with CIFAR datasets
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
Pytorch Cifar Models
274 ⭐
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
Dawn Bench Entries
244 ⭐
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
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
Resnet Cifar10 Caffe
156 ⭐
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
Pytorch_cifar10
153 ⭐
Pretrained TorchVision models on CIFAR10 dataset (with weights)
Bananas
140 ⭐
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
Chainer Cifar10
132 ⭐
Various CNN models for CIFAR10 with Chainer
Aognet
132 ⭐
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
Lookahead_pytorch
131 ⭐
pytorch implement of Lookahead Optimizer
Resnet On Cifar10
122 ⭐
Reimplementation ResNet on cifar10 with caffe
Pytorch Speech Commands
111 ⭐
Speech commands recognition with PyTorch
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.
Spectralnormalizationkeras
101 ⭐
Spectral Normalization for Keras Dense and Convolution Layers
Simclr
125 ⭐
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
Pytorch_shake_shake
98 ⭐
A PyTorch implementation of shake-shake
Residualattentionnetwork
94 ⭐
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Virtual Adversarial Training
87 ⭐
Pytorch implementation of Virtual Adversarial Training
Tensorflow Cifar 10
85 ⭐
Cifar-10 CNN implementation using TensorFlow library with 20% error.
Label Embedding Network
72 ⭐
Label Embedding Network
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.
Cot
65 ⭐
[ICLR'19] Complement Objective Training
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
Ali Pytorch
47 ⭐
PyTorch implementation of Adversarially Learned Inference (BiGAN).
Mi Lad Snip
42 ⭐
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
DnddnJS Pytorch Cifar10
40 ⭐
The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch
Ucla Vision Parle
37 ⭐
Shake Drop_pytorch
38 ⭐
PyTorch implementation of shake-drop regularization
Relativistic Average Gan Keras
37 ⭐
The implementation of Relativistic average GAN with Keras
Pytorch Nn Practice
37 ⭐
💩 My pytorch neural network practice repo
Densenet Cifar10
36 ⭐
Train DenseNet on Cifar-10 based on Keras
Gans 2.0
44 ⭐
Generative Adversarial Networks in TensorFlow 2.0
Caffe2 Tutorial
35 ⭐
Caffe2 C++/Python tutorial with full demo
Pruning_filters_for_efficient_convnets
40 ⭐
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
Cifar
31 ⭐
CIFAR 10 image dataset
Ocsvm Anomaly Detection
31 ⭐
anomaly detection by one-class SVM
Cifarvae
30 ⭐
Variational Auto Encoder
Randwire_tensorflow
29 ⭐
tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
Federated Learning Mini Framework
27 ⭐
Federated Learning mini-framework with Keras
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
Cifar10
26 ⭐
Predict CIFAR-10 labels with 88% accuracy using keras.
Cifar Autoencoder
27 ⭐
A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.
Numpy Cnn
23 ⭐
A numpy based CNN implementation for classifying images
Theano Xnor Net
23 ⭐
Theano implementation of XNOR-Net
Cifar Pretrained Models
24 ⭐
Pretrained models on CIFAR10/100 in PyTorch
Keras Cifar10
23 ⭐
practice on CIFAR10 with Keras
Resnet Cifar10
20 ⭐
ResNet for Cifar10
Srvae
29 ⭐
VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218
Cifarclassify
19 ⭐
实现常用图像分类算法
Resnet Pytorch Cifar10
20 ⭐
PyTorch implementation of residual networks trained on CIFAR-10 dataset
Deeplearning Mpo
20 ⭐
Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO
Image_classification_cifar 10
18 ⭐
Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.
Rezero Resnet
17 ⭐
Unofficial pytorch implementation of ReZero in ResNet
Keras Deep Learning
19 ⭐
Various implementations and projects on CNN, RNN, LSTM, GAN, etc
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
Kaggle Cifar10
16 ⭐
这是kaggle-cifar10的baseline
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
Image Defect Detection Based On Cnn
15 ⭐
TensorBasicModel
Multi Sample_dropout_pytorch
16 ⭐
a simple pytorch implement of Multi-Sample Dropout
Keras Imprinting
14 ⭐
论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;
Pytorch Mgpu Cifar10
13 ⭐
testing multi gpu for pytorch
One Pixel Attack
14 ⭐
PyTorch implementation of "One Pixel Attack for Fooling Deep Neural Networks"
Image_classification
13 ⭐
Pushing CIFAR-10 SOTA using ResNets.
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
Turing Gan
12 ⭐
Source code for "Training Generative Adversarial Networks Via Turing Test".
Analytical Learning Theory
12 ⭐
97.39% on CIFAR10 with PyTorch
Jerryfan4 Resnet
12 ⭐
Tensorflow ResNet implementation on cifar10
Ignite Examples
10 ⭐
Examples with ignite https://github.com/pytorch/ignite
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)
Pytorch_resnet
10 ⭐
A PyTorch implementation of ResNet
Learning Tensorflow
11 ⭐
Simple Tensorflow tutorials for learning by example
Bsconv
70 ⭐
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)