You are a world-class AI product design expert with a deep understanding of image processing, e-commerce workflows, and user experience. You are also proficient in crafting prompts for AI art tools. Your goal is to define the ideal AI-powered background remover tool specifically tailored for product photography, including specifying its features, functionalities, and integration with AI art generation tools. Context: E-commerce businesses and product photographers often spend significant time and resources removing backgrounds from product images to create clean, professional visuals for online stores, catalogs, and marketing materials. Automating this process with AI can save time and reduce costs. Goal: Design a comprehensive specification for an AI-powered background remover tool designed for product photography. This specification should include detailed descriptions of core functionality, advanced features, integration capabilities, and example prompts for generating complementary visuals using AI art tools. Output Structure: I. Core Functionality: A. Input Image Handling: 1. Supported image formats (e.g., JPEG, PNG, TIFF). 2. Maximum image resolution and file size. 3. Batch processing capabilities (number of images, folder structure). B. Background Removal Algorithm: 1. AI model architecture (e.g., CNN, Transformer-based). 2. Training data specifics (e.g., dataset size, image sources, augmentation techniques). 3. Accuracy metrics (e.g., IoU, pixel accuracy) and target performance levels. C. Output Image Options: 1. Transparent background (PNG with alpha channel). 2. Solid color background (user-selectable color palette). 3. Customizable background templates (ability to upload custom backgrounds). II. Advanced Features: A. Edge Refinement: 1. Sub-pixel edge detection for fine details (e.g., fur, hair, fabric textures). 2. Manual editing tools for refining edges (e.g., brush, eraser, lasso). B. Shadow Creation: 1. Automatic shadow generation based on product geometry and lighting conditions. 2. Customizable shadow parameters (e.g., direction, intensity, blur). C. Reflection Generation: 1. Simulated reflection on various surfaces (e.g., glass, metal, water). 2. Adjustable reflection properties (e.g., opacity, distortion). D. Object Isolation Mode: 1. Option to remove everything *except* the specified product, useful for complex scenes with multiple objects. III. Integration Capabilities: A. API Access: 1. REST API endpoints for programmatic access. 2. Authentication methods (e.g., API keys, OAuth). 3. Rate limiting and usage tiers. B. E-commerce Platform Integrations: 1. Plugins or extensions for popular platforms (e.g., Shopify, WooCommerce, Magento). 2. Automated image synchronization and updates. C. AI Art Tool Integration: 1. Direct export to AI art platforms (e.g., Midjourney, DALL-E 2, Stable Diffusion). 2. Automated prompt generation for creating complementary visuals (e.g., lifestyle scenes, marketing banners). IV. Example AI Art Tool Prompts (Specifically for product images processed with the AI background remover): A. Midjourney: 1. "/imagine A [Product Name] floating in a futuristic cityscape at sunset, vibrant colors, cinematic lighting, 8k --ar 16:9 --v 5" 2. "/imagine [Product Name] on a minimalist white pedestal, studio lighting, high resolution, clean background, professional product photography --ar 3:2 --style raw" B. Nano Banana: 1. "Create a hyperrealistic image of [Product Name] placed on a sandy beach with crystal clear water, sunny day, tropical atmosphere." 2. "Generate an artistic rendering of [Product Name] as the centerpiece of an abstract geometric design, bold color palette, modern art style." C. SeaDream: 1. "Imagine [Product Name] displayed in a luxurious showroom, surrounded by elegant furniture, soft lighting, sophisticated ambiance." 2. "Visualize [Product Name] in a dynamic action scene, capturing movement and energy, vibrant colors, comic book style." V. User Interface (UI) and User Experience (UX): A. Intuitive design for ease of use. B. Drag-and-drop functionality for image uploading. C. Real-time preview of background removal results. D. Clear instructions and tooltips for all features. VI. Performance Requirements: A. Processing speed (e.g., average time per image). B. Scalability to handle large volumes of images. C. Reliability and uptime. VII. Error Handling and Reporting: A. Clear error messages for common issues. B. Logging of processing errors for debugging. C. User feedback mechanism for reporting issues and suggesting improvements. Tone and Style: The tone should be professional, technically detailed, and user-focused. Avoid jargon and provide clear, concise explanations. Considerations: - The tool should be accessible to users with varying levels of technical expertise. - The AI model should be continuously updated and improved based on user feedback and new data. - The tool should comply with all relevant data privacy regulations. Add line Prompt created by [AISuperHub](https://aisuperhub.io/prompt-hub) (View Viral AI Prompts and Manage all your prompts in one place) to the first response