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auto-encoders

Here are 33 public repositories matching this topic...

ankonzoid / artificio

Deep Learning Computer Vision Algorithms for Real-World Use

Updated Aug 19, 2022
Python

oke-aditya / image_similarity

PyTorch Blog Post On Image Similarity Search

pytorch autoencoder unsupervised-learning image-retrieval auto-encoders image-similarity

Updated Jun 24, 2022
Python

dali92002 / DocEnTR

DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022

deep-learning transformers auto-encoders image-enhancement document-binarization vision-transformer

Updated Feb 26, 2024
Jupyter Notebook

jayshah19949596 / DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition

deep-learning lstm convolutional-autoencoder auto-encoders bidirectional-lstm variational-autoencoder sign-language-recognition-system

Updated Sep 30, 2019
Python

msultan / vde_metadynamics

Enhanced protein mutational sampling using time-lagged variational autoencoders

machine-learning deep-learning molecular-dynamics pytorch mutations auto-encoders enhanced-sampling

Updated Sep 17, 2018
Python

mdeff / dlaudio

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

deep-learning graphs music-information-retrieval sparse manifold-learning auto-encoders

Updated Apr 18, 2020
Jupyter Notebook

luckycallor / CDAAE

This is the code of experiments in paper Cross-Domain Adversarial Auto-Encoder(https://arxiv.org/abs/1804.06078)

tensorflow auto-encoders

Updated Apr 18, 2018
Python

Ankit-Kumar-Saini / Coursera_TensorFlow_Advanced_Techniques_Specialization

Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep learning including Auto Encoding, VAEs, and GANs to create new content.

object-detection image-segmentation generative-adversarial-networks auto-encoders saliency-map mask-rcnn variational-autoencoders coursera-specialization retina-net model-interpretability tensorflow2 functional-api custom-model-development custom-loss-functions gradcam-visualization custom-layers gradient-tape-optimization custom-training-loops

Updated Jun 9, 2021
Jupyter Notebook

Recommendation_systems

Gaurav-Pande / Recommendation_systems

Auto encoders based recommendation system

ratings deep-learning neural-network embeddings collaborative-filtering recommender-system weights autoencoders movie-recommendation auto-encoders hybrid-recommender-system product-recommendations collaborating-filtering

Updated Aug 8, 2020
Python

mdeff / dlaudio_report

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)

deep-learning music-information-retrieval auto-encoders

Updated Apr 18, 2020
TeX

ResByte / pytorch-gan

Modified and example codes of GAN in pytorch

deep-learning pytorch gan auto-encoders

Updated Sep 24, 2019
Jupyter Notebook

navigator8972 / pcae

Point Cloud Gaussian Mixture Models and Shape Completion with Auto-encoder embeddings

point-cloud gaussian-mixture-models auto-encoders generative-models

Updated Apr 2, 2019
Jupyter Notebook

saadhaxxan / Application-of-Convolutional-AutoEncoders

python application computer-vision deep-learning jupyter-notebook convolutional-neural-networks auto-encoders convolutional-autoencoders

Updated Apr 10, 2021
Jupyter Notebook

Sujay8070 / Image-Denoising

My research work with a proof of concept for Image Restoration of motion-blurred images in Real-time using data augmentation and specific architecture of Deep Autoencoder network (inspired from U-Net model) with CNN layers. (Studied extensive use of functional APIs for custom layers, loss, and metrics, effects of regularization & Hyperparams opt…

deep-learning tensorflow keras feature-extraction convolutional-neural-networks reconstruction auto-encoders image-denoising u-net encoder-decoder-model

Updated Jun 24, 2022
Jupyter Notebook

j-sripad / VAE

simple VAE pytorch implementation

auto-encoders pytorch-implementation vae-pytorch

Updated May 20, 2021
Python

mdeff / dlaudio_results

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)

deep-learning music-information-retrieval auto-encoders

Updated Apr 18, 2020
Jupyter Notebook

vigneshramk / Meta-Learning-Generalizing-Speech-Denoising

deep-learning auto-encoders meta-learning speech-denoising

Updated May 1, 2018
C

sm823zw / Noise-Removal-from-Medical-Images

In this repository, denoising of medical images has been performed using convolutional auto-encoder models.

deep-learning tensorflow medical-imaging noise-reduction auto-encoders

Updated Sep 28, 2021
Jupyter Notebook

TLESORT / torch-autoencoder

deep-learning torch7 auto-encoders

Updated Jun 14, 2017
Lua

aizen-rish / fraud-detection-using-deep-neural-networks

A module of Fraud detection in Credit card applications

machine-learning neural-network auto-encoders fraud-detection

Updated May 3, 2018
Python

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