Video Processing in Python
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Updated
May 19, 2024 - Python
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>
MLRun/Iguazio/Nuclio quality gate solution. The solution checks a quality of MLRun implementation/delivery.
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[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
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