260 Open source projects that are alternatives of or similar to deeplearning-mpo

Train DenseNet on Cifar-10 based on Keras

Generative Adversarial Networks in TensorFlow 2.0

Various CNN models for CIFAR10 with Chainer

Classification with PyTorch.

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.

The implementation of Relativistic average GAN with Keras

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

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.

Play deep learning with CIFAR datasets

TensorBasicModel

Label Embedding Network

Theano implementation of XNOR-Net

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…

Speech commands recognition with PyTorch

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

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

Bottleneck Transformers for Visual Recognition

Create adversarial images to fool a MNIST classifier in TensorFlow

A numpy based CNN implementation for classifying images

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

A list of popular deep learning models related to classification, segmentation and detection problems

The simplest machine learning library for launching UIs, running evaluations, and comparing model performance.

用python做计算机视觉，人工智能，机器学习，深度学习等

Recognize your own handwritten digits with Tensorflow, embedded in a PyQT5 GUI. The Neural Network was trained on MNIST.

Reimplementation of DenseNet

Experiments on cluttered mnist dataset with Tensorflow.

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.

GBDT (Gradient Boosted Decision Tree: 勾配ブースティング) のpythonによる実装

One-Shot Learning with Triplet CNNs in Pytorch

Unofficial pytorch implementation of ReZero in ResNet

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

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.

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

Neural network library written in C and Javascript

Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow

Tensorflow-example：使用MNIST训练模型，并识别手写数字图片

Tensorflow implementation of adversarial auto-encoder for MNIST

Deep Learning with Tensorflow/Keras: Digit recognition based on mnist-dataset and convolutional neural-network on iOS with CoreML

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

Implementation of key concepts of neuralnetwork via numpy

Code for DCASE 2020 task 1a and task 1b.

anomaly detection by one-class SVM

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

Keras implementation of temporal ensembling(semi-supervised learning)

Tensorflow 2.0 implementation of Adversarial Autoencoders

MNIST classifier built for TensorFlow Lite - Android, iOS and other "lite" platforms

A realtime digit OCR on the browser using Machine Learning

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

SRDenseNet-pytorch（ICCV_2017）

Using yolo v3 object detection on ios platform.

MXNet implementation for DenseNet

JAX implementations of core Deep RL algorithms

A modified extractor for the CROHME handwritten math symbols dataset.

Handwritten text to synths!

A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.