mnist-dataset

There are 5 repositories under mnist-dataset topic.

emadRad / lstm-gru-pytorch
LSTM and GRU in PyTorch
lstm pytorch pytorch-implmention rnn-pytorch mnist-dataset
Language:Jupyter Notebook 235
generative_adversarial_networks_101
mafda / generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
gan mnist dcgan tensorflow keras generative-adversarial-network cgan ccgan cifar10 cifar-10 cgans ccgans gans wgan lsgan jupyter-notebook lsgans mnist-dataset generative-adversarial-networks conda-environment
Language:Jupyter Notebook 199
philipperemy / tensorflow-phased-lstm
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0
lstm-model recurrent-networks mnist-dataset machine-learning deep-learning tensorflow tensorflow-1-0
Language:Python 130
ph1ps / MNIST-CoreML
Predict handwritten digits with CoreML
coreml coreml-framework mnist machine-learning convolutional-neural-networks mnist-dataset coreml-models
Language:Python 66
prannayk / videoMultiGAN
End to End learning for Video Generation from Text
gan deep learning dnn video-generator mnist-dataset
Language:Python 63
GiorgosXou / NeuralNetworks
A resource-conscious neural network implementation for MCUs
arduino avr attiny attiny85 microcontrollers simple neural-networks mlp neural-network maths mnist-handwriting-recognition mnist-dataset mnist mnist-model mnist-nn tensorflow tensorflow-examples
Language:C++ 61
thomalm / svhn-multi-digit
convolutional-neural-networks svhn digit convnet tensorflow mnist-dataset house-numbers
Language:Jupyter Notebook 61
OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
comparative-study machine-learning-algorithms supervised-machine-learning k-nearest-neighbours support-vector-machines support-vector-classifier multiclass-perceptron artificial-neural-network learning-algorithms-comparison handwritten-digit-recognition mnist-dataset mnist-classification-logistic delta-rule perceptron-learning-algorithm accuracy-analysis efficiency-analysis logistic-regression sigmoid-function knn svm
Language:Python 59
omimo / xRBM
Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
crbm library machine-learning mnist-dataset python rbm restricted-boltzmann-machine tensorflow
Language:Python 56
floydhub / mnist
Pytorch mnist example
mnist-classification mnist-dataset convolutional-neural-networks floydhub deep-learning pytorch
Language:Python 46
ildoonet / tf-lcnn
Tensorflow implementation for 'LCNN: Lookup-based Convolutional Neural Network'. Predict Faster using Models Trained Fast with Multi-GPUs
convolutional-layers convolutional-neural-networks deep-learning mnist-dataset tensorflow
Language:Python 38
YeongHyeon / CVAE-AnomalyDetection-PyTorch
Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)
variational-autoencoder convolutional-neural-networks generative-neural-network anomaly-detection mnist-dataset pytorch
Language:Python 36
christopher-beckham / amr
Official adversarial mixup resynthesis repository
unsupervised-learning autoencoders celeba-dataset mnist-dataset kmnist svhn-dataset mixup adversarial-mixup-resynthesis representation-learning acai
Language:Python 33
RubixML / MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
computer-vision cross-validation deep-learning deep-neural-networks image-classification image-recognition machine-learning machine-learning-tutorial mnist mnist-dataset mnist-handwriting-recognition neural-network php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial
Language:PHP 33
PratikGarai / MNIST-Federated
Experiments on MNIST dataset and federated training using Flower framework
federated-learning flower tensorflow2 mnist-dataset
Language:Jupyter Notebook 32
rhammell / mnist-draw
Draw and classify digits (0-9) in a browser using machine learning
tensorflow tflearn machine-learning mnist-dataset cgi-bin cnn
Language:Python 26
anishsingh20 / Deep-Learning-in-R-using-Keras-and-Tensorflow-
Implementing Deep learning in R using Keras and Tensorflow packages for R and implementing a Multi layer perceptron Model on MNIST dataset and doing Digit Recognition
deep-learning artificial-intelligence machine-learning digit-recognizer mnist-dataset tensorflow keras-models
Language:R 25
krshrimali / Digit-Recognition-MNIST-SVHN-PyTorch-CPP
Implementing CNN for Digit Recognition (MNIST and SVHN dataset) using PyTorch C++ API
digit-recognition mnist mnist-dataset cnn pytorch libtorch cpp computer-vision deeplearning
Language:C++ 24
jpowie01 / CUDA-DNN-MNIST
Example C++ CUDA implementation for training Neural Network on MNIST dataset
cuda cpp mnist-dataset
Language:Jupyter Notebook 23
mikepallister / MNIST-Machine-Learning
Machine Learning MNIST Digits with a Neural Network in Excel
learning excel neural-network neural network machine-learning mnist-dataset mnist-machine-learning machine
23
YeongHyeon / MemAE-TF2
TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"
mnist-dataset convolutional-neural-network convolutional-neural-networks anomaly-detection memorizing augmentation memory-augmentation deep-learning tensorflow tensorflow2
Language:Python 23
rafi007akhtar / Digit-Classifier
Wrote a neural network that uses fundamental DL algorithms to identify handwritten digits from MNIST dataset.
classifier deep-learning mnist-dataset mnist-handwriting-recognition neural-networks stochastic-gradient-descent
Language:Jupyter Notebook 21
integeruser / MNIST-cnn
Convolutional neural networks with Python 3
convolutional-neural-networks mnist-dataset python3
Language:Python 20
maneprajakta / Digit_Recognition_Web_App
A Hand Written Digit Recognition app trained on the MNIST dataset of Keras using the CNN model. skills used are Tensorflow, HTML,CSS,javascript.
machile-learning digit-recognition mnist-dataset convolutional-neural-networks webapp
Language:Jupyter Notebook 20
sunsided / mnist-matlab
MNIST Database of Handwritten Digits for MATLAB
mnist-dataset matlab handwritten-digits database dataset machine-learning
Language:MATLAB 20
evarae / CNN_Tutorial
Hi! Thanks for checking out my tutorial where I walk you through the process of coding a convolutional neural network in java from scratch. After building a network for a university assignment, I decided to create a tutorial to (hopefully) help others do the same and improve my own understanding of neural networks.
ai artificial-intelligence convolution convolutional-layers convolutional-neural-network convolutional-neural-networks image-classification image-recognition java machine-learning machine-learning-algorithms maxpooling mnist mnist-classification mnist-dataset neural-network neural-networks stochastic-gradient-descent tutorial
Language:Java 19
snooky23 / K-Sparse-AutoEncoder
Sparse Auto Encoder and regular MNIST classification with mini batch's
sparse-autoencoder python3 deep-neural-networks pure-python mnist-dataset
Language:Jupyter Notebook 18
YeongHyeon / GANomaly-PyTorch
Implementation of GANomaly with MNIST dataset
anomaly-detection generative-adversarial-network generative-neural-network mnist-dataset
Language:Python 18
dedhiaparth98 / capsule-network
A TensorFlow implementation of Capsule Network as described in the paper Dynamic Routing Between Capsules
capsule capsule-network tensorflow2 convolutional-neural-networks deep-learning feature-visualization mnist-dataset mnist-classification
Language:Jupyter Notebook 17
irfanchahyadi / Handwriting-Calculator
Implementation of MNIST dataset for handwriting recognition.
python keras mnist-dataset handwriting-recognition image-processing neural-networks
Language:Python 15
sachin-bisht / Digit-Recognition
Recognize handwritten digits using back-propagation algorithm on MNIST data-set
artifical-neural-network digit-recognition python3 numpy-library python-mnist-library progress-bar mnist-dataset
Language:Python 15
YeongHyeon / MNIST_AttentionMap
Attention mechanism with MNIST dataset
attention attention-map tensorflow digit digit-recognizer digit-recognition mnist mnist-dataset
Language:Python 15
Chinmayrane16 / MNIST-Digit-Recognizer-CNN-Keras-99.66
Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.
cnn keras neural-networks deep-learning mnist-dataset matplotlib confusion-matrix
Language:Jupyter Notebook 14
YeongHyeon / RIAD-PyTorch
PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"
anomaly anomaly-detection inpainting mnist mnist-dataset multi-resolution multi-scale reconstruction
Language:Python 14
Amirhossein-Rajabpour / Handwritten-Digit-Recognition-from-scratch
Computational Intelligence Course Project
ann artificial-intelligence artificial-neural-networks digit-recognition mnist-dataset neural-networks
Language:Jupyter Notebook 13
s-omranpour / X-VAE-keras
simple implementations of different kinds of VAE in tf.keras
tensorflow keras variational-autoencoder vae generative-model generative-adversarial-network gan mnist mnist-dataset cifar10 deep-learning neural-network artificial-intelligence jupyter-notebook
Language:Jupyter Notebook 13

mnist-dataset

emadRad / lstm-gru-pytorch

mafda / generative_adversarial_networks_101

philipperemy / tensorflow-phased-lstm

ph1ps / MNIST-CoreML

prannayk / videoMultiGAN

GiorgosXou / NeuralNetworks

thomalm / svhn-multi-digit

OSSpk / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

omimo / xRBM

floydhub / mnist

ildoonet / tf-lcnn

YeongHyeon / CVAE-AnomalyDetection-PyTorch

christopher-beckham / amr

RubixML / MNIST

PratikGarai / MNIST-Federated

rhammell / mnist-draw

anishsingh20 / Deep-Learning-in-R-using-Keras-and-Tensorflow-

krshrimali / Digit-Recognition-MNIST-SVHN-PyTorch-CPP

jpowie01 / CUDA-DNN-MNIST

mikepallister / MNIST-Machine-Learning

YeongHyeon / MemAE-TF2

rafi007akhtar / Digit-Classifier

integeruser / MNIST-cnn

maneprajakta / Digit_Recognition_Web_App

sunsided / mnist-matlab

evarae / CNN_Tutorial

snooky23 / K-Sparse-AutoEncoder

YeongHyeon / GANomaly-PyTorch

dedhiaparth98 / capsule-network

irfanchahyadi / Handwriting-Calculator

sachin-bisht / Digit-Recognition

YeongHyeon / MNIST_AttentionMap

Chinmayrane16 / MNIST-Digit-Recognizer-CNN-Keras-99.66

YeongHyeon / RIAD-PyTorch

Amirhossein-Rajabpour / Handwritten-Digit-Recognition-from-scratch

s-omranpour / X-VAE-keras