app.py

import gradio as gr

from ultralytics import YOLO

model = YOLO("best.pt")

def greet(detection):

    results = model(detection)  # return a list of Results objects
    
    for result in results:
    boxes = result.boxes  # Boxes object for bounding box outputs
    masks = result.masks  # Masks object for segmentation masks outputs
    keypoints = result.keypoints  # Keypoints object for pose outputs
    probs = result.probs  # Probs object for classification outputs
    obb = result.obb  # Oriented boxes object for OBB outputs
    result.show()  # display to screen
    return result.show()

demo = gr.Interface(fn=greet, inputs="image", outputs="image")
demo.launch()