perceptual-similarity

There are 0 repository under perceptual-similarity topic.

richzhang / PerceptualSimilarity
LPIPS metric. pip install lpips
deep-learning deep-neural-networks perceptual perceptual-losses perceptual-metric perceptual-similarity pytorch
Language:Python 3520
prashnani / PerceptualImageError
A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).
deep-learning deep-neural-networks image-quality-assessment perception perceptual perceptual-error perceptual-metric perceptual-quality perceptual-similarity python pytorch tensorflow visual-perception
Language:Python 186
S-aiueo32 / lpips-pytorch
A simple and useful implementation of LPIPS.
perceptual-similarity perceptual-metric lpips deep-learning deep-neural-networks
Language:Python 151
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
tensorflow generative-adversarial-network gan cyclegan image-generation computer-vision image-manipulation computer-graphics deep-learning ssim-loss perceptual-losses perceptual-similarity image-to-image-translation image-translation
Language:Python 74
abhijay9 / ShiftTolerant-LPIPS
[ECCV 2022] We investigated a broad range of neural network elements and developed a robust perceptual similarity metric. Our shift-tolerant perceptual similarity metric (ST-LPIPS) is consistent with human perception and is less susceptible to imperceptible misalignments between two images than existing metrics.
full-reference-image-quality-assessment full-reference-iqa image-quality-assessment iqa perceptual-similarity ml-robustness
Language:Python 30
guspih / Perceptual-Autoencoders
Experiments with perceptual loss and autoencoders.
neural-network autoencoder image-processing perceptual-autoencoders perceptual-losses perceptual-similarity
Language:Python 28
banterle / NoR-VDPNet
A no-reference version of HDR-VDP using deep-learning
hdr machine-learning deep-neural-networks convolutional-neural-networks perceptual-losses perceptual-metrics perceptual-similarity tone-mapping inverse-tone-mapping hdr-compression hdr-video hdr-imaging hdr-image hdr-generation
Language:Python 25
AgentMaker / Paddle-PerceptualSimilarity
LPIPS metric on PaddlePaddle. pip install paddle-lpips
deep-neural-networks deep-learning paddlepaddle paddle perceptual-losses perceptual-metric perceptual-similarity
Language:Python 23
ENSTA-U2IS-AI / MR_perceptual
A Study of Deep Perceptual Metrics for Image quality Assessment
deep-learning generation-algorithms perceptual-similarity perceptual perceptual-losses image-quality-assessment
Language:Python 11
Cyrilvallez / Image-manipulation-detection
Benchmarking library for image manipulation detection.
benchmarking computer-vision deep-learning image-fingerprint perceptual-similarity
Language:Python 10
abhijay9 / attacking_perceptual_similarity_metrics
[TMLR 2023] as a featured article (spotlight :star2: or top 0.01% of the accepted papers). In this study, we systematically examine the robustness of both traditional and learned perceptual similarity metrics to imperceptible adversarial perturbations.
adversarial-attacks adversarial-robustness full-reference-image-quality-assessment full-reference-iqa image-quality-assesment iqa perceptual-similarity transferable-attacks
Language:Python 6
Cyrilvallez / Unsupervised-improvement-of-image-similarity
Finetuning and clustering library for image perceptual similarity models.
clustering computer-vision contrastive-learning deep-learning finetuning perceptual-similarity simclr simclrv2
Language:Python 4
avbase / pHashCalc
Android librarry (kotlin) : Image (JPEG, BMP) comparison (perceptual hash algorithm)
phash perceptual-hashing perceptual perceptual-hash perceptual-similarity kotlin kotlin-android kotlin-library android library perceptual-losses perceptual-metric maven-archetype maven-central maven-plugin maven-repository
1
farazahmeds / clustering-slices
Clustering slices within NIfTI volume based on Perceptual Similarity or SSIM.
clustering medical-image-analysis perceptual-similarity ssim
Language:Python 0