from transformers import pipeline
od_pipe = pipeline("object-detection", "facebook/detr-resnet-50")
import os
import gradio as gr
from helper import render_results_in_image
def get_pipeline_prediction(pil_image):

    pipeline_output = od_pipe(pil_image)

    processed_image = render_results_in_image(pil_image,
                                            pipeline_output)
    return processed_image
object_detection_app = gr.Interface(
  fn=get_pipeline_prediction,
  inputs=gr.Image(label="Input image",
                  type="pil"),
  outputs=gr.Image(label="Output image with predicted instances",
                   type="pil"),
  title = "Object Detection",
  description = "Facebook detr-resnet-50")  

with gr.Blocks() as demo:
    gr.TabbedInterface(
        [object_detection_app],
        ["Object Detection"])
demo.launch()