Simple video quality analysis using VBench
Project description
B10 Video Benchmark
Simple video quality analysis using VBench.
Installation
pip install b10-vidbench[vbench]
Usage
from b10_vidbench import VideoAnalyzer
analyzer = VideoAnalyzer(device="cuda") # or "cpu"
analyzer.set_backends("vbench")
results = analyzer.analyze(
videos_path="./videos",
output_path="./results.json"
)
API
VideoAnalyzer(device="cuda")
set_backends(backends)- Set backend ("vbench")analyze(videos_path, output_path, dimensions=None)- Analyze videos
Available Dimensions
- aesthetic_quality, motion_smoothness, subject_consistency
- temporal_flickering, dynamic_degree, imaging_quality
- object_class, multiple_objects, human_action, color
- spatial_relationship, scene, temporal_style, appearance_style
- background_consistency, overall_consistency
Output Format
{
"video1": {"aesthetic_quality": 0.85, "motion_smoothness": 0.72},
"video2": {"aesthetic_quality": 0.78, "motion_smoothness": 0.68}
}
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