AI Oral Mirror Solution On-App AI

#Pain Point Analysis

#Disease Characteristics and Importance of Early Intervention

Common oral diseases (including dental calculus, dental caries, and gingivitis) are characterized by high prevalence and wide-ranging impact. Early detection and timely intervention are critical for stopping disease progression and maintaining both oral and overall health.

#Overview of Traditional Detection Methods

• Primary Detection Approach: Relies on visual examination by clinicians combined with physical examination methods such as probing.
• Technical Advantages: Can achieve high diagnostic accuracy under professional operation.
• Operating Environment: Limited to medical institutions equipped with professional equipment.

#Limitations of Existing Systems

• High Professional Threshold: The detection process must be performed by licensed professionals using expensive specialized equipment.
• Access Barriers: Patients need to schedule dedicated time to visit medical institutions, with geographic and time constraints.
• Preventive Screening Gap: Traditional models are ill-suited to support routine health monitoring and early risk warnings.
• Healthcare Resource Pressure: Centralized diagnosis and treatment models lead to uneven distribution of quality medical resources.

#Solution

#Technical Approach

Based on on-device On-App AI technology, intelligent oral health screening is achieved by analyzing oral mirror image data captured by users themselves.

#Core Detection Capabilities

The system can accurately identify six common oral problems:

• Dental calculus detection
• Dental caries recognition
• Gingivitis screening
• Tooth discoloration analysis
• Dental hypoplasia assessment

#Application Value

• Early Warning Mechanism: Proactively detects potential oral health issues.
• Medical Guidance Function: Intelligently suggests professional diagnostic recommendations based on detection results.
• Efficiency Improvement: Significantly optimizes the personal oral health management process.
• Convenience Advantage: Breaks the time and space limitations of traditional diagnosis, enabling health monitoring anytime and anywhere.

#Core Advantages

#Local Innovation

• On-device On-App AI model resolves network isolation issues when connecting via Wi-Fi.
• Runs completely offline, ensuring real-time detection and data security.

#Key Strengths

• Real-time prediction of six oral diseases.
• Local inference ensures privacy compliance.
• Reduces cloud dependency and operational costs.

#Lightweight Architecture

• Two-stage detection: rapid screening + fine classification.
• Smart filters highlight lesion areas.
• On-demand model updates with a compact installation package.

#Ultra-Fast Experience

• End-to-end processing < 1 second

• Real-time response with zero latency

  Device Performance	Android Platform (ms)	iOS Platform (ms)
  High	Xiaomi i5: 45–55	iPhone 14 Pro Max: 80–90
  Mid	iQOO Z8: 80–90	iPhone 12 Pro: 100–120
  Low	Huawei P20: 180–230	iPhone 8: 140–160

• Test Resolutions: 480P and 1280P

#Application Scenarios