Renamed image SSIM metric: (#747) functional.ssim->functional.scale_invariant_signal_noise_ratio SSIM->StructuralSimilarityIndexMeasure Renamed detectionMAPtoMeanAveragePrecisionmetric (#754) Renamed Fidelity & LPIPS image metric: (#752) image.FID->image.FrechetInceptionDistance image.KID->image.KernelI...
Image ( FID, KID, SSIM and 2 more ) Regression ( ExplainedVariance, PearsonCorrcoef, R2Score and few more ) Text ( BleuScore, RougeScore, WER and few more ) In total torchmetrics contains 60+ metrics! Contribute! The lightning + torchmetric team is hard at work adding even more metrics...
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Image ( FID, KID, SSIM and 2 more ) Regression ( ExplainedVariance, PearsonCorrcoef, R2Score and 7 more ) Information Retrieval ( RetrievalMAP, RetrievalMRR, RetrievalNormalizedDCG and 3 more ) Text ( BleuScore, RougeScore, WER and 1 more ) In total torchmetrics contains 50+ metrics! Cont...
Structural Similarity Index (SSIM) Universal Quality Image Index (UQI) Multi-scale Structural Similarity Index (MS-SSIM) Erreur Relative Globale Adimensionnelle de Synthèse (ERGAS) Spatial Correlation Coefficient (SCC) Relative Average Spectral Error (RASE) Spectral Angle Mapper (SAM) Spectral Distorti...
12 changes: 6 additions & 6 deletions 12 src/torchmetrics/image/ssim.py Original file line numberDiff line numberDiff line change @@ -68,7 +68,7 @@ class StructuralSimilarityIndexMeasure(Metric): Example: >>> import torch >>> from torchmetrics import StructuralSimilarityIndexMeasure >>> ...
2 changes: 1 addition & 1 deletion 2 src/torchmetrics/image/ssim.py Original file line numberDiff line numberDiff line change @@ -249,7 +249,7 @@ class MultiScaleStructuralSimilarityIndexMeasure(Metric): The ``data_range`` must be given when ``dim`` is not None. k1: Parameter of ...
torchmetrics/image/ms_ssim.py Outdated Show resolved torchmetrics/image/ms_ssim.py Show resolved torchmetrics/functional/image/ms_ssim.py Show resolved torchmetrics/functional/image/ms_ssim.py Outdated Show resolved Borda and others added 3 commits December 15, 2021 18:50 fix badge 74202eb...
- Changed `SSIM` and `MSSSIM` update to be online to reduce memory usage ([#1231](https://github.com/Lightning-AI/metrics/pull/1231)) ### Fixed - Fixed a bug in `ssim` when `return_full_image=True` where the score was still reduced ([#1204](https://github.com/Lightning-AI/metr...
( # noqa: F401 E402 PSNR, SSIM, Similarity ExplainedVariance MeanAbsoluteError MeanAbsolutePercentage, 1 change: 1 addition& 0 deletions 1 torchmetrics/functional/__init__.py Original file numberDiff line numberDiff line change @@ -34,6 +34,7@@ from torchmetricsfunctional....