Client (JSON with base64 image) ↓ FastAPI REST API ↓ Image Preprocessing (224x224, RGB, Normalization) ↓ Deep Learning Model (thyroid_cancer_model.h5) - Custom LSTM Layers - DepthwiseSeparableConv - ...