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The Top 22 Video Quality Assessment Open Source Projects

Open source projects categorized as Video Quality Assessment
Categories > Video Quality Assessment
Fast Vqa And Fastervqa ⭐ 183
[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.
most recent commit 7 months ago
Dover ⭐ 155
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
most recent commit 7 months ago
Vsfa ⭐ 142
[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)
most recent commit 2 years ago
Videval ⭐ 75
[IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
most recent commit 3 years ago
Bvqa_benchmark ⭐ 72
A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
most recent commit 2 years ago
Q Align ⭐ 66
③[IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.
most recent commit 5 months ago
Explainablevqa ⭐ 41
[ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
most recent commit 7 months ago
Patchvq ⭐ 40
Patch-VQ: ‘Patching Up’ the Video Quality Problem
most recent commit a year ago
Rapique ⭐ 37
[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
most recent commit 2 years ago
Video_call_mos ⭐ 24
A video quality MOS prediction model for videoconferencing calls that takes temporal distortions into account
most recent commit 7 months ago
Vbliinds ⭐ 20
Fast Blind Natural Video Quality (V-BLIINDS)
most recent commit 8 months ago
Simplevqa ⭐ 18
A Deep Learning based No-reference Quality Assessment Model for UGC Videos
most recent commit a year ago
2bivqa ⭐ 17
2BiVQA is a no-reference deep learning based video quality assessment metric.
most recent commit 2 years ago
Bvqi ⭐ 16
[ICME 2023, Extended] The best zero-shot VQA approach that even outperforms several fully-supervised methods.
most recent commit a year ago
Msu_vqm_compression_benchmark ⭐ 16
[NeurIPS'2022] "Video compression dataset and benchmark of learning-based video-quality metrics", A. Antsiferova, S. Lavrushkin, M. Smirnov, A. Gushchin, D. S. Vatolin, and D. Kulikov
most recent commit 10 months ago
Uap_attack_on_quality_metrics ⭐ 11
Universal Perturbation Attack on differentiable no-reference image- and video-quality metrics
most recent commit 8 months ago
Deepvqa_release ⭐ 8
Deep Video Quality Assessor (DeepVQA)
most recent commit 5 years ago
Hidro Vqa ⭐ 8
Official Implementation of WACV 2024 Paper "HIDRO-VQA : High Dynamic Range Oracle for Video Quality Assessment"
most recent commit 5 months ago
Vqm ⭐ 7
Video Quality Metrics
most recent commit 5 years ago
Hysvideoqc ⭐ 7
video quality comparator base on vmaf and ffmpeg
most recent commit 6 months ago
Iqa4vqa ⭐ 5
Best Practices for Initializing Image and Video Quality Assessment Models
most recent commit 8 months ago
Greed ⭐ 5
Official implementation for "ST-GREED: Space-Time Generalized EntropicDifferences for Frame Rate Dependent VideoQuality"
most recent commit 3 years ago
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