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Topic: "autoencoder-classification"

abhisheksambyal/Autoencoders-using-Pytorch-Medical-Imaging

Medical Imaging, Denoising Autoencoder, Sparse Denoising Autoencoder (SDAE) End-to-end and Layer Wise Pretraining

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 38 - Forks: 10

StarlangSoftware/Classification-Py

Machine learning library for classification tasks

Language: Python - Size: 1.4 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 13 - Forks: 2

xxl4tomxu98/autoencoder-feature-extraction

Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models

Language: Jupyter Notebook - Size: 90.1 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1

StarlangSoftware/Classification

Machine learning library for classification tasks

Language: Java - Size: 2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 6

abdelrahman-gaber/Classification-AutoEncoder

The aim of this project is to train autoencoder, and use the trained weights as initialization to improve classification accuracy with cifar10 dataset.

Language: Python - Size: 117 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 1

zysymu/unsupervised-adversarial-autoencoder

A PyTorch implementation of Adversarial Autoencoders for unsupervised classification

Language: Jupyter Notebook - Size: 116 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

StarlangSoftware/Classification-CPP

Machine learning library for classification tasks

Language: C++ - Size: 64.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

elise-ng/COMP4901J_Project

Mahjong Tile Image Classification with Denoising CAE and CNN

Language: Jupyter Notebook - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 0

CAG9/Autoencoder-Feature-Extraction

Autoencoder for Feature Extraction

Language: Jupyter Notebook - Size: 484 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

zysymu/ml4sci

A repository containing my submissions for the evaluation test for prospective GSoC applicants for the DeepLense project

Language: Jupyter Notebook - Size: 92.6 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

liyifu93/Final-Project-Group4

This is the Final Project for DATS 6203 Machine Learning II of George Washington University.

Language: Python - Size: 126 MB - Last synced at: 22 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

ByrdOfAFeather/NARC

Senior Product- A Canvas LMS anomaly detection algorithm

Language: HTML - Size: 2.74 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

LorenzoValente3/Deep-Learning-Models

Keras implementation of Deep Learning Models applied to the MNIST and Polynomial datasets. Repository for the Software and Computing for Nuclear and Subnuclear Physics Project.

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

mayur7garg/MalariaCellImageClassification

Binary Classification of images of cells which are either uninfected or parasitized by malaria.

Language: Jupyter Notebook - Size: 46 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

spyros-briakos/AutoEncoder-and-Classifier-of-MNIST-images

Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.

Language: Python - Size: 38.1 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

NicolaZomer/3D-Object-Classification

NN architectures for ModelNet40 3D classification with Voxels and PointCloud approaches

Language: Jupyter Notebook - Size: 61.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/convolutional-autoencoder-keras-tensorflow

Text Digit Character Computer Vision using convolutional autoencoder

Language: Jupyter Notebook - Size: 951 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ZahraDehghani99/Parkinson-Disease-Classification

Language: Jupyter Notebook - Size: 7.3 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

MediaBilly/Image-Similarity

Comparison of multiple methods for calculating MNIST hand-written digits similarity.

Language: C++ - Size: 50 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

MediaBilly/Autoencoder-And-Classifier-For-MNIST-Handwritten-Digits

Language: Python - Size: 34.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

OlajuwonDele/fruit_image_classification

A complete image classification pipeline using TensorFlow/Keras with CNN, MLP, LSTM, Autoencoder, and Vision Transformer models. Includes dataset scraping, preprocessing, augmentation, training, and evaluation.

Language: Jupyter Notebook - Size: 7.22 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

graphixxxx/Denoising_AutoEncoder

This project integrates Autoencoders, PCA, and CNNs for efficient image processing, combining dimensionality reduction, denoising, and enhanced feature extraction for image analysis and compression.

Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

StarlangSoftware/Classification-CS

Machine learning library for classification tasks

Language: C# - Size: 1.27 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

showpiecep/AutoEncoder

Language: Jupyter Notebook - Size: 2.75 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

N4321D/Variational-Autoencoder-Demo

Variational AutoEncoder for Pattern Detection Demo

Language: Jupyter Notebook - Size: 4.96 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

UoM-maul1609/CPI-3V-processing

A collection of scripts and code for processing CPI-3V data

Language: Python - Size: 469 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 2

jovanneste/Training-DCNN-Autoencoder

Training latent spaces in a DCNN Autoencoder network with the FMNIST dataset.

Language: Python - Size: 52.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

snajme/DL-Models

This repository is a collection of diverse implementations and variations of deep learning models, including Convolutional Neural Networks, Recurrent Neural Networks, Generative Adversarial Networks, Transformer Models, Variational Autoencoders

Language: Jupyter Notebook - Size: 380 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Ravnholt7507/BachelorProjekt

Bachelors project of group CS-23-DAT-6-06 of Aalborg university

Language: Python - Size: 126 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Swarno-Coder/AI-AutoEncoder

This repository represents an Auto-Encoder which can Encode and Decode itself and give the output at the output layer

Language: Jupyter Notebook - Size: 339 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LorenzoValente3/Autoencoder-for-FPGA

Autoencoder model for FPGA implementation using hls4ml. Repository for Applied Electronics Project.

Language: Jupyter Notebook - Size: 163 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

danilo-assuncao/classifiers

Several machine learning classifiers in Python

Language: Python - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

abhinav3/CIFAR-Autoencoder-Classification

Language: Python - Size: 6.11 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 2

storieswithsiva/CNN-AutoEncoder-DeepLearning

βž•πŸ’“Let's build the Simplest Possible Autoencoder . β‰οΈπŸ·We'll start Simple, with a Single fully-connected Neural Layer as Encoder and as Decoder. πŸ‘¨πŸ»β€πŸ’»πŸŒŸAn Autoencoder is a type of Artificial Neural Network used to Learn Efficient Data Codings in an unsupervised mannerπŸŒ˜πŸ”‘

Language: Jupyter Notebook - Size: 45.5 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

RaffaeleAns/AML-Assignments

A repository with Advanced Machine Learning Course Assignments (FFNN, AutoEncoders, CNN, TL, HPO)

Language: Jupyter Notebook - Size: 11 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Topics
autoencoder 11 autoencoder-neural-network 10 deep-learning 8 machine-learning 7 deep-neural-networks 7 autoencoder-mnist 6 cnn 6 autoencoders 5 dataset-manager 4 linear-discriminant-analysis 4 decision-stumps 4 decision-tree-classifier 4 bagging-trees 4 feature-selection 4 multilayer-perceptron 4 multilayer-perceptron-network 4 naive-bayes-classifier 4 pca 4 quadratic-discriminant-analysis 4 random-forest-classifier 4 rocchio-algorithm 4 statistical-tests 4 subset-selection 4 neural-networks 4 pytorch 3 image-classification 3 mnist-dataset 3 convolutional-autoencoder 3 knn-algorithm 3 neural-network 2 keras 2 unsupervised-learning 2 sequence-to-sequence 2 astronomy 2 adversarial-autoencoders 2 tensorflow 2 clustering 2 support-vector-machine-svm 2 classification-algorithm 2 decision-tree 2 denoising-autoencoders 2 classification-algorithms 2 deep-learning-algorithms 1 deep-learning-tutorial 1 deep-fully-connected 1 deep-convolutional 1 deep-reinforcement-learning 1 deeplearning 1 google-analytics 1 autoencoder-model 1 autoencoder-clustering 1 quantization-aware-training 1 power-grid-topology-identification 1 support-vector-classifier 1 hls4ml 1 fpga 1 compression 1 wasserstein-gan 1 variational-autoencoder 1 generative-model 1 generative-adversarial-network 1 cifar10-experiment 1 xgboost 1 svm 1 random-forest 1 parkinson-disease 1 mlp-classifier 1 extreme-learning-machine 1 analysis 1 convolutional-autoencoders 1 denoising 1 gans 1 pre-training 1 single-cell-rna-seq 1 sparse-autoencoder 1 lstm 1 ice-crystals 1 data-analysis 1 clouds 1 atmospheric-science 1 mlp 1 simclr 1 svm-classifier 1 regression-algorithms 1 python 1 optimization-algorithms 1 mixture-of-experts 1 machine-learning-algorithms 1 ensemble 1 fmnist-dataset 1 dcnn 1 simple-autoencoder 1 sequence 1 image-denoising 1 vision-transformer 1 googlecolab 1 hypercube 1 earth-movers-distance 1 dimensionality-reduction 1 data-science 1