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ssim-loss

Here are 10 public repositories matching this topic...

plutoyuxie / AutoEncoder-SSIM-for-unsupervised-anomaly-detection-

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

autoencoder ssim-loss mvtec-ad unsupervised-anomaly-detection anomaly-segmentation anomaly-localization

Updated Jul 27, 2020
Python

KleinYuan / LiCaS3

[T-RO 2022] Official Implementation for "LiCaS3: A Simple LiDAR–Camera Self-Supervised Synchronization Method," in IEEE Transactions on Robotics, doi: 10.1109/TRO.2022.3167455.

lidar autonomous-driving ptp kitti self-supervised lidar-camera-calibration kalibr self-supervised-learning ssim-loss monocular-depth-estimation lidar-camera-fusion lidar-camera-synchronization newer-college

Updated Jul 29, 2024
Python

Tandon-A / CycleGAN_ssim

Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images

computer-vision deep-learning tensorflow computer-graphics generative-adversarial-network gan image-manipulation image-generation perceptual-losses image-translation cyclegan image-to-image-translation perceptual-similarity ssim-loss

Updated Feb 16, 2021
Python

SunnerLi / DeepFuse.pytorch

The re-implementation of ICCV 2017 DeepFuse paper idea

ssim-loss multi-exposure-fusion

Updated Dec 28, 2018
Python

lartpang / mssim.pytorch

A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.

ssim loss-functions structure-similarity ssim-loss loss-function ssim-metric ssim-metrics ssim-pytorch

Updated Dec 4, 2024
Python

Ikea-179 / Interpretable-Visual-Anomaly-Detection

An Explaniable Deep-Learning Project: finish visual defect detection and localization task under unsupervised learning setting

autoencoder anomaly-detection explainable-ai ssim-loss

Updated Jan 18, 2023
Python

adigasu / ResCycleGAN

Unsupervised Image-to-Image Translation by Matching the Characteristics of Images

style-transfer unsupervised-learning cyclegan image-to-image-translation ssim-loss fundus-image residual-cycle-gan

Updated Jul 28, 2023
Python

avocardio / ganiverse

Generating fantasy planets with GANs.

astronomy tensorflow keras generative-adversarial-network gan generative-art fantasy planets wgan wgan-gp tensorflowjs ssim-loss

Updated Nov 8, 2022
Jupyter Notebook

Megh-Bhatt / Image_Deblurring_Using_Deep_NMF

This Repository Implements Deep NMF using Autoencoders, to deblur the images.

opencv computer-vision deep-learning image-reconstruction image-processing pytorch neural-networks autoencoder dataset-creation convolutional-neural-networks super-resolution data-augmentation image-deblurring image-enhancement pytorch-models torchvision ssim-loss

Updated Sep 28, 2024
Python

Out-of-All-Things-One-and-Out-of-One-All-Things

Daniel891116 / Out-of-All-Things-One-and-Out-of-One-All-Things

This project is inspired by the art work titled "Out of All Things One, and Out of One All Things" created by Petros Vrellis.

art ml ssim-loss petros-vrellis

Updated Dec 25, 2023
Python

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