JD Tech
Jul 18, 2022 · Artificial Intelligence
AI-Powered Visual Defect Detection for Mobile App UI Testing: Methodology, Data Construction, Model Training, and Evaluation
This article presents an end‑to‑end AI‑driven visual testing solution for mobile applications, detailing the business pain points, data set construction, CNN‑based model design, training procedures, performance evaluation with ROC and confusion matrices, and future directions for improving defect detection accuracy.
UI testingcomputer visiondeep learning
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