auto-encoder topic

List auto-encoder repositories

Deep_White_Balance

501
Stars
62
Forks
Watchers

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

accel-brain-code

299
Stars
92
Forks
Watchers

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...

MVTec-Anomaly-Detection

265
Stars
58
Forks
Watchers

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

Anomaly_Detection_Tuto

185
Stars
28
Forks
Watchers

Anomaly detection tutorial on univariate time series with an auto-encoder

CenterSnap

274
Stars
45
Forks
Watchers

Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

UnsupervisedPointCloudReconstruction

160
Stars
28
Forks
Watchers

Experiments on unsupervised point cloud reconstruction.

CAE-LO

112
Stars
28
Forks
Watchers

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

transfer-learning-text-tf

83
Stars
21
Forks
Watchers

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

adVAE

19
Stars
4
Forks
Watchers

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

track_sequence_anomaly_detection

62
Stars
16
Forks
Watchers

由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类st-dbscan做异常检测