Test OCR
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3 years ago
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import UIKit
import GoogleCloudVision
import OpenAI
class ViewController: UIViewController {
// MARK: - Properties
// OCR model
let ocrModel = Vision.vision()
// GPT model
let gptModel = GPT3()
// MARK: - View Lifecycle
override func viewDidLoad() {
super.viewDidLoad()
// Set up OCR model
ocrModel.modelManager.modelFile = Bundle.main.path(forResource: "OCRModel", ofType: "tflite")
// Set up GPT model
gptModel.apiKey = "API_KEY"
gptModel.engine = .davinci
gptModel.maxTokens = 1024
}
// MARK: - OCR and GPT
func processImage(_ image: UIImage) {
// Perform OCR on image
ocrModel.textRecognizer.process(image) { text, error in
guard error == nil, let text = text else {
// Handle error
return
}
// Extract text and questions from OCR result
let text = text.text
let questions = extractQuestions(from: text)
// Answer questions using GPT
for question in questions {
gptModel.generateText(prompt: question) { response, error in
guard error == nil, let response = response else {
// Handle error
return
}
// Use GPT response to answer question
print(response)
}
}
}
}
// MARK: - Helper Methods
func extractQuestions(from text: String) -> [String] {
// Extract questions from text using regular expressions or other techniques
// Return array of extracted questions
}
}
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