Create a basic GUI or web based visualizer

DoR:

Model is loadable. Basic Streamlit layout defined. Test images prepared.

DoD:

GUI App runs locally without error Predictions visualized. JSON output download works.

Acceptance Criteria:

User can upload an image or use camera Detections displayed with bounding boxes Results shown in table + annotated image

Duration:

3days