add code

app.py

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+import gradio as gr
+from autodistill_gpt_4v import GPT4V
+from autodistill.detection import CaptionOntology
+from autodistill_grounding_dino import GroundingDINO
+from autodistill.utils import plot
+import tempfile
+import cv2
+
+from autodistill.core.custom_detection_model import CustomDetectionModel
+
+MARKDOWN = """
+# DINO-GPT4V
+
+Use Grounding DINO and GPT-4V to label specific objects.
+
+Visit [awesome-openai-vision-api-experiments](https://github.com/roboflow/awesome-openai-vision-api-experiments) 
+repository to find more OpenAI Vision API experiments or contribute your own."""
+
+def respond(api_key, input_image, dino_prompt, gpt_prompt):
+    input_image = cv2.cvtColor(input_image, cv2.COLOR_BGR2RGB)
+    cv2.imwrite("input.jpg", input_image)
+
+    DINOGPT = CustomDetectionModel(
+        detection_model=GroundingDINO(
+            CaptionOntology({dino_prompt: dino_prompt})
+        ),
+        classification_model=GPT4V(
+            CaptionOntology({k: k for k in gpt_prompt.split(", ")}),
+            api_key=api_key
+        )
+    )
+
+    results = DINOGPT.predict("input.jpg")
+
+    result = plot(
+        image=cv2.imread("input.jpg"),
+        detections=results,
+        classes=gpt_prompt.split(", "),
+        raw=True
+    )
+
+    return result
+
+with gr.Blocks() as demo:
+    gr.Markdown(MARKDOWN)
+    with gr.Row():
+        with gr.Column():
+            api_key_textbox = gr.Textbox(
+                label="OpenAI API KEY", type="password")
+            dino_prompt = gr.Textbox(label="Grounding DINO Prompt")
+            gpt_prompt = gr.Textbox(label="GPT-4V Prompt")
+            input_image = gr.Image(type="numpy", label="Input Image")
+        with gr.Column():
+            output_image = gr.Image(type="numpy", label="Output Image")
+            submit_button = gr.Button(label="Submit")
+
+    submit_button.click(
+        fn=respond,
+        inputs=[api_key_textbox, input_image, dino_prompt, gpt_prompt],
+        outputs=[output_image]
+    )
+
+demo.launch()

requirements.txt

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+numpy
+opencv-python
+requests
+gradio==3.50.2
+autodistill
+autodistill_grounding_dino
+autodistill_gpt_4v