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CodeSignal

Building an Image Generation Service With Flask

via CodeSignal

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Overview

Transform text prompts into stunning images using Google's Gemini Imagen API! Step-by-step, you'll build an image generation service using Flask, configure API requests, and integrate it into a functional web application.

Syllabus

  • Unit 1: Creating the Base Prompt for Image Generation
    • Implement File Reading with Error Handling
    • Create a Basic Prompt Template
    • Enhance PromptManager with Formatting
    • Enhance the Prompt Template
  • Unit 2: Building the Image Manager
    • Building the ImageManager Foundation
    • Convert Images to Base64 Format
    • Implementing the Add Image Method
    • Integrate ImageManager Methods
  • Unit 3: Creating the Image Generator Service
    • Setting Up Image Generator Service
    • Integrate PromptManager with Service
    • Integrate Gemini API for Image Generation
    • Retrieve All Stored Images
  • Unit 4: Creating the Image Controller
    • Setting Up the Image Controller
    • Implement Image Generation Validation
    • Handling Errors in Image Generation
    • Format JSON Response with jsonify
  • Unit 5: Building the Flask API
    • Setting Up Your Flask App
    • Run Your Flask App Server
    • Integrate Image Generation Endpoint
    • Add Image Retrieval Endpoint

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