Quality Evaluation of Image Dataset based on Label File
2021 8th International Conference on Dependable Systems and Their Applications (DSA)(2021)
摘要
The quality of the dataset affects the accuracy of the artificial intelligence model, but it is a lot of work to manually detect errors related to the quality evaluation of the dataset, and it may not be possible to perform quality evaluation through simple viewing. Therefore, we propose an image dataset quality measurement model, including nine evaluation metrics, and analyze the evaluation metri...
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关键词
Measurement,COVID-19,Analytical models,Artificial intelligence,Standards
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