Common_metrics_on_video_quality
You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Supervision | 9,320 |  | 57 | 4 months ago | 43 | December 08, 2023 | 74 | mit | Python | |
| We write your reusable computer vision tools. 💜 | ||||||||||
| State Of The Art Result For Machine Learning Problems | 8,952 | 5 years ago | 16 | apache-2.0 | ||||||
| This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately. | ||||||||||
| Aim | 4,497 | 4 months ago | 172 | October 11, 2021 | 333 | apache-2.0 | Python | |||
| Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. | ||||||||||
| Ignite | 4,409 |  | 49 | 4 months ago | 1,469 | December 10, 2023 | 153 | bsd-3-clause | Python | |
| High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. | ||||||||||
| Serve | 3,844 |  | 15 | 4 months ago | 22 | October 12, 2023 | 332 | apache-2.0 | Java | |
| Serve, optimize and scale PyTorch models in production | ||||||||||
| Perceptualsimilarity | 3,134 |  | 28 | 5 months ago | 5 | August 25, 2021 | 50 | bsd-2-clause | Python | |
| LPIPS metric. pip install lpips | ||||||||||
| Silero Vad | 2,339 | 4 months ago | 13 | mit | Python | |||||
| Silero VAD: pre-trained enterprise-grade Voice Activity Detector | ||||||||||
| Pytorch Nlp | 2,180 |  | 9 | 10 | 10 months ago | 19 | November 04, 2019 | 24 | bsd-3-clause | Python |
| Basic Utilities for PyTorch Natural Language Processing (NLP) | ||||||||||
| Torchmetrics | 1,913 |  | 277 | a month ago | 48 | December 01, 2023 | 76 | apache-2.0 | Python | |
| Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications. | ||||||||||
| Hiddenlayer | 1,750 |  | 4 | 7 | 4 months ago | 3 | April 24, 2020 | 58 | mit | Python |
| Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras. | ||||||||||
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