Symptom Enhanced Disease Detection using CNN and Siamese Neural Network

• Project Focus: Early disease detection through ocular images.
• Key Methodology: CNN for feature extraction, Siamese NN for similarity measurement.
• Target Population: Millions facing visual impairments in India.
• Benefits: Reduces blindness prevalence by detecting diseases at incipient stages.
• Technological Tools: Python, TensorFlow, Flask, HTML, CSS, BERT, CNN, Pandas, Matplotlib, Siamese NN.
• Market Strategy: Digital campaigns, collaborations with healthcare professionals.
• Impact: Transformative for individuals' health and well-being.
• Innovation: Advances disease diagnostics through AI-powered tools.
• Future Outlook: Redefines precision medicine with cutting-edge ML integration.