python/testgpt4.py

import os
import requests
import base64
import sys
import json
import time

# if len(sys.argv) != 2:
#     print("Usage: python script.py <image_directory>")
#     sys.exit(1)

# # Get command-line arguments
# IMG_PATH = sys.argv[1] #directory path
#print(IMG_PATH)
# Configuration
IMG_PATHS = [
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Smiling-Eyeglasses/042200.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Smiling-Eyeglasses/033209.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Smiling-Eyeglasses/018822.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Young/023024.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Young/052001.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Young/058170.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Smiling-Eyeglasses-Young-Beard-Bangs/011362.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Smiling-Eyeglasses-Young-Beard-Bangs/046696.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Smiling-Eyeglasses-Young-Beard-Bangs/059202.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Eyeglasses-Bangs/057969.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Eyeglasses-Bangs/058132.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Eyeglasses-Bangs/022461.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs/063625.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs/063630.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs/063654.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Eyeglasses-Bangs/015686.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Eyeglasses-Bangs/040011.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Eyeglasses-Bangs/055742.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Bangs-Eyeglasses-Young/029877.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Bangs-Eyeglasses-Young/046520.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Beard-Bangs-Eyeglasses-Young/052232.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs-Smiling/005454.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs-Smiling/033267.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Bangs-Smiling/058542.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Eyeglasses/045280.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Eyeglasses/063402.jpg",
  "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Young-Eyeglasses/011625.jpg",
]
for IMG_PATH in IMG_PATHS:
  GPT4V_KEY = "274b238615f54aa99389e5d99b417f92"
  # IMAGE_PATH = "/mnt/user/myang/OneDrive_1_9-6-2023/facial_attributes/images/train/Smiling-Eyeglasses-Young-Beard-Bangs/063441.jpg"
  encoded_image = base64.b64encode(open(IMG_PATH, 'rb').read()).decode('ascii')
  headers = {
      "Content-Type": "application/json",
      "api-key": GPT4V_KEY,
  }

  # Payload for the request
  payload = {
    "messages": [
      {
        "role": "system",
        "content": [
          {
            "type": "text",
            "text": "You are an expert at analyzing images with computer vision."
          }
        ]
      },
      {
          "role": "user",
          "content": [
              {"type": "text", "text": "The following is an image of a person. Think carefully about where this person's hair, beard, eyes, smile, or young/old appearance may have been modified artificially. Think carefully and try not to make an extraneous guesses. Then output your thoughts."},
              {"type": "image_url", "image_url": {"url": f"data:image/jpeg;base64,{encoded_image}"}}
          ]
      }
    ],
    "temperature": 0.7,
    "top_p": 0.95,
    "max_tokens": 800
  }

  GPT4V_ENDPOINT = "https://utd.openai.azure.com/openai/deployments/g4vp/chat/completions?api-version=2023-07-01-preview"

  # Send request
  try:
      response = requests.post(GPT4V_ENDPOINT, headers=headers, json=payload)
      response.raise_for_status()  # Will raise an HTTPError if the HTTP request returned an unsuccessful status code
  except requests.RequestException as e:
      raise SystemExit(f"Failed to make the request. Error: {e}")

  # Handle the response as needed (e.g., print or process)
  directory = '/mnt/user/myang/LLaVA-2/my_code/json/gpt4responses'
  file_path = os.path.join(directory, 'response.json')

  # Write the JSON data to the file
  with open(file_path, 'a') as file:
    file.write('\n')
    json.dump(response.json(), file)
  print("Done")
  time.sleep(15)