bonding_w_geimini is an image processing application developed on the Streamlit framework, allowing users to upload images for object detection via the Gemini API and draw bounding boxes directly on the images. This application leverages machine learning models to identify and locate objects within images, playing a significant role in fields like image analysis, data annotation, and automated image processing.