tanserflow

◍ PNEUMA — a CNN trained from scratch to classify chest X-rays as Normal/Pneumonia, with Grad-CAM explainability on every prediction. Calibrated decision threshold, honest accuracy reporting, and a "radiology reading room" themed Streamlit app. Portfolio/research demo, not a medical device.

détection pneumonie

A hands-on laboratory repository that moves from classical neural networks and sequence models to deployable AI applications with Streamlit, FastAPI, TensorFlow Lite, Ollama, RAG, and MCP-style services.