Video Processing in Python

MagFace: A Universal Representation for Face Recognition and Quality Assessment, CVPR2021, Oral

Data Quality assessment with one line of code

ML/AI meta-model, used in MLRun/Iguazio/Nuclio, see qgate-sln-<MLRun | solution>

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MLRun/Iguazio/Nuclio quality gate solution. The solution checks a quality of MLRun implementation/delivery.

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)

QA catalogue – a metadata quality assessment tool for library catalogue records (MARC, PICA)

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Awesome works and resources are relevant to 360 processing.

Identification of errors in draft genome assemblies with single-base pair resolution for quality assessment and improvement

Quality Metrics for face identification problem

[ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.

2BiVQA is a no-reference deep learning based video quality assessment metric.

Official Access to ICIP2024 "THQA: A Perceptual Quality Assessment Database for Talking Heads"

compimg - python package for computing similarity between the images

A deep perceptual metric for 3D point clouds

an online variant of AVrateNG