How to Ensure Reliable Data and Predictions for Skin Cancer Detection Using ESP32 and TCS3200?

Am working on an AI-powered health monitoring system using an ESP32 and a TCS3200 Color Sensor to analyze skin pigmentation and detect potential cancerous cells by identifying irregularities in skin color. The sensor initializes correctly, but I am encountering inconsistent data, leading to incorrect predictions about potential skin cancer.

my aim is to:

  • Use machine learning to analyze color data and predict the presence of cancerous cells based on irregular pigmentation.
  • Ensure reliable predictions with consistent data from the sensor.
this is my code
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