import freeda
from PIL import Image
import requests
from io import BytesIO

if __name__ == "__main__":
    fr = freeda.load("dinov2_vitb_clip_vitb")
    response1 = requests.get("https://farm9.staticflickr.com/8306/7926031760_b313dca06a_z.jpg")
    img1 = Image.open(BytesIO(response1.content))
    response2 = requests.get("https://farm3.staticflickr.com/2207/2157810040_4883738d2d_z.jpg")
    img2 = Image.open(BytesIO(response2.content))
    fr.set_categories(["cat", "table", "pen", "keyboard", "toilet", "wall"])
    fr.set_images([img1, img2])
    segmentation = fr()
    fr.visualize(segmentation, ["plot.png", "plot1.png"])