Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
Please note that all times are shown in the time zone of the conference. The current conference time is: 24th Aug 2026, 05:32:12am America, Santiago
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Daily Overview |
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5A: Computer Science Virtual location: VIRTUAL: Agora Meetings | |
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2:44pm - 2:52pm
Mobile Application for Classifying Skin Imperfections Using Transfer Learning and Android Integration Universidad Privada del Norte - (PE), Perú This paper presents the development of a mobile application for automated skin imperfection classification using deep learning techniques. The system integrates Google Colab for model training with Hugging Face's pre-trained models, implementing transfer learning to classify five distinct dermatological conditions: acne, rosacea, eczema, psoriasis, and atopic dermatitis. The trained model is deployed through an Android application developed in Kotlin, enabling real-time diagnosis from smartphone cameras. The implementation leverages cloud-based GPU resources for efficient training while maintaining a lightweight mobile interface for accessibility in resource-limited settings. Performance metrics demonstrate high accuracy in disease classification, with potential applications in early detection and telemedicine scenarios. The system architecture emphasizes scalability, user privacy, and clinical utility, providing a practical tool for preliminary dermatological assessment. Achieving an accuracy of 85%. | |