Facial wrinkle categorization using convolutional neural network.

• Tác giả: Čedomir Vasić
• Ngôn ngữ: eng
• Ký hiệu phân loại: 631.455 Contouring and terracing
• Thông tin xuất bản: Italy : Dermatology reports , 2025
• Bộ sưu tập: NCBI
• ID: 702662
• Chủ đề: 1. Facial; 2. Wrinkle; 3. Categorization

Tóm tắt

A tool for detecting and classifying wrinkles on the facial skin is always welcomed in the pursuit of tight and beautiful skin. If this tool involves using a state-of-the-art neural network and high-quality images, it is highly likely to be practical. Five thousand and ninety-eight images were categorized into four classes by a trained expert and prepared for neural network training. The task was to determine whether such prepared data could serve as good material for learning and whether they could provide sufficiently high accuracy in prediction. It was found that the answer to this question is positive.