How to use OpenAI vision API for bulk images?

OpenAI’s GPT-4 Vision Preview is a game-changer in the field of image analysis, and with the “OpenAI Vision Bulk Images” tool, you can take full advantage of its capabilities for processing multiple images at once. This guide provides two options for leveraging OpenAI Vision: one for developers who prefer coding and another for users who seek a user-friendly tool for bulk image analysis.

Option 1: Bulk Image Processing with Python Code

Prerequisites

- OpenAI Account: Sign up for OpenAI and create a new project to obtain your API key.
- Python installed on your machine.
- Required Python libraries: `base64` and `requests`. Install them using:

 pip install requests

Getting Your OpenAI API Key

1. Visit [OpenAI’s Platform](https://platform.openai.com/) and log in to your account.
2. Create a new project if you haven’t already.
3. Navigate to the API section in your project settings.
4. Find or generate your API key. Copy the key for use in the code.

Code Setup

Use the following Python code to process multiple images through the OpenAI API. Replace `”YOUR_OPENAI_API_KEY”` with your actual API key and update the list `image_paths` with the paths of the images you want to process.

import base64
import requests

# OpenAI API Key
api_key = "YOUR_OPENAI_API_KEY"

# Function to encode the image
def encode_image(image_path):
    with open(image_path, "rb") as image_file:
        return base64.b64encode(image_file.read()).decode('utf-8')

# List of paths to your images
image_paths = ["path_to_image1.jpg", "path_to_image2.jpg", "path_to_image3.jpg"]

# Initialize an empty list to store results
results = []

# Iterate through each image path
for image_path in image_paths:
    # Getting the base64 string
    base64_image = encode_image(image_path)

    headers = {
        "Content-Type": "application/json",
        "Authorization": f"Bearer {api_key}"
    }

    payload = {
        "model": "gpt-4-vision-preview",
        "messages": [
            {
                "role": "user",
                "content": [
                    {
                        "type": "text",
                        "text": "What’s in this image?"
                    },
                    {
                        "type": "image_url",
                        "image_url": {
                            "url": f"data:image/jpeg;base64,{base64_image}"
                        }
                    }
                ]
            }
        ],
        "max_tokens": 300
    }

    # Make the API request
    response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload)

    # Append the result to the list
    results.append(response.json())

# Print or process the results as needed
print(results)

Running the Code

Save the code in a Python file (e.g., `bulk_image_processing.py`) and run it from the terminal or command prompt:

python bulk_image_processing.py

Option 2: OpenAI Vision Bulk Images Tool to use OpenAI vision for bulk images?

A standalone tool extract valuable information from your images quickly and effortlessly with “OpenAI vision Bulk images” powerful image scanning tool powered by OpenAI Vision API

https://openai-vision-bulk-images.fluttydev.com/

OpenAI Vision Bulk Images Tool

Features

- No Monthly Fees: A one-time payment model for flexibility and cost-effectiveness.
- Upload Image or CSV File: Supports individual image uploads and batch processing through CSV files.
- Export as CSV and View Table: Easily export results in CSV format for convenient analysis.
- Use Your Own OpenAI API: Integrate with your OpenAI API for a personalized experience.
- License Key for Activation: Obtain a license key after payment for full product activation.

Getting Started

1. Visit the OpenAI Vision Bulk Images Website: Go to the official OpenAI Vision Bulk Images website to explore the tool and make a one-time payment to obtain your license key.

3. Activate with License Key: Launch the tool and activate it using the license key provided after payment. This step ensures that you have access to the full range of features.

4. Upload Images or CSV:Use the intuitive interface to upload individual images or a CSV file containing image data. Specify the OpenAI API key for seamless integration.

5. Initiate Image Analysis: Start the image analysis process, and let OpenAI Vision Bulk Images work its magic. Monitor the progress and wait for the results.

6. Export and Analyze: Once the analysis is complete, export the results as a CSV file. Open the file to view the extracted information in a tabular format for easy analysis.

OpenAI Vision Bulk Images simplifies the image scanning process, providing a user-friendly interface and powerful AI capabilities for extracting meaningful insights from your images. Enjoy the convenience of a one-time payment, and activate your license key to harness the full potential of this cutting-edge image analysis tool.

Whether you prefer the coding approach for more customization or the user-friendly tool for simplicity, OpenAI Vision offers versatile solutions for bulk image processing, catering to both developers and users with diverse needs.

OpenAI vision Bulk images by Fluttydev

OpenAI vision Bulk images by Fluttydev

OpenAI vision Bulk images by Fluttydev

Other resource:

https://platform.openai.com/docs/guides/vision