Automated Library Appraisal via Image Recognition
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Solution Overview
Problem
Current systems for cataloging media collections are standalone, requiring manual entry and lack remote accessibility, with no direct connection to the physical location of items and difficulty in determining the value of the collection, especially when spread across multiple locations.
Innovation Solution
A method and system that uses images to generate and update an inventory of products, allowing for remote access and appraisal, with automated referrals for sales and recommendations for additional products to enhance collection value, utilizing a librarian system with database servers and user interfaces for image upload, recognition, and inventory management.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual entry of information is used for each title in a user's physical library, then the database can be created and stored on the user's computer, but it requires significant time and effort to maintain and is difficult to access remotely
Solution Approach 1:
The system enables automatic inventory maintenance through periodic image capture and processing. The capture device automatically takes images of library shelves, and the processing system automatically updates the database without requiring manual user intervention, thus eliminating the time-consuming manual entry while maintaining accurate inventory information
Solution Approach 2:
The patent replaces the manual mechanical process of entering information with an automated optical system. Image capture devices photograph the library contents, and computer vision algorithms automatically extract and update inventory data, substituting manual labor with automated image-based recognition and processing
2Adaptability or versatility
If the database is stored on the user's computer, then the information can be maintained locally, but it is difficult to access remotely and not readily transportable
Solution Approach 1:
The patent introduces a remote server as an intermediary between the user's local system and the inventory database. The server hosts the database and provides remote access capabilities, allowing users to access their library information from any location while maintaining a distributed system architecture that balances local and remote storage needs
3Adaptability or versatility
If the user's physical library is distributed amongst multiple geographic locations, then the collection can be accessed from different places, but it becomes difficult to track and ascertain the value of the products
Solution Approach 1:
The patent creates a universal database system that serves multiple functions: tracking inventory across multiple locations, calculating collection value, and providing access from any location. The system consolidates information about distributed library items into a single centralized database that can query and value the entire collection regardless of physical location
Solution Approach 2:
The system implements automated feedback loops where periodic image captures from multiple locations are processed to update the centralized database. The system continuously monitors changes in the distributed collection and automatically recalculates valuation based on current inventory data, providing ongoing feedback about the collection's status and value
4Reliability
If periodic image capture and processing is used to update inventory, then the information remains accurate and up-to-date, but processing time and computational resources are required
Solution Approach 1:
The system uses periodic action by capturing images at scheduled intervals rather than continuously. This reduces computational resource usage while maintaining up-to-date inventory information, as the system only processes images at predetermined times rather than constantly monitoring and processing visual data
Data Source
AI summary
A system and method for a librarian facilitates appraising the value of all or selected products in a collection of products. The collection of products may be part of a library that includes one or more photographic images of the library, and an inventory of the products revealed in those images. The librarian facilitates appraising the value of products in the collection with reference to the images. Appraisals may be automatically updated, and users notified in accordance with user notification preferences. An automated referral may be provided to the user to sell all or selected ones of the appraised inventory of products, individually or together. An extended appraisal may be provided to facilitate enhancing the value of a collection in the library.