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Clothing recognition accuracy depends on the shooting environment and user cooperation

2025-08-19 191

Test data shows that under ideal shooting conditions (solid color background + even lighting), AI's recognition accuracy for basic clothing categories reaches 93%. but when there are overlapping patterns or reflective materials, the accuracy may drop to 75%. users can optimize the results through three operations: first, spreading the clothing to avoid wrinkles; second, manually selecting a broad category, such as "jeans", to assist AI in judging before shooting; third, double checking the automatically generated labels; third, manually selecting a broad category, such as "jeans", before shooting to assist AI in judging; and third, double-checking the automatically generated labels. judgment; and third, secondary checking of the automatically generated labels. The system will record the user's correction behavior, and this feedback data will be used to continuously improve the recognition model.

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