import os
import yaml
import numpy as np
from matplotlib import cm
import gradio as gr
import deeplabcut
import dlclibrary
import transformers

from PIL import Image
import requests

#demo data cooco cat:
url = "http://images.cocodataset.org/val2017/000000039769.jpg"
image = Image.open(requests.get(url, stream=True).raw)


# Load the model
model = transformers.AutoModel.from_pretrained("mwmathis/DeepLabCutModelZoo-SuperAnimal-Quadruped")

# Create an instance of the model
inference_api = transformers.InferenceAPI(model)

# Make a prediction with the model
prediction = inference_api.predict(inputs=image)

# Print the prediction
print(prediction)