Describe Anything designs OpenAI-compatible APIs that greatly simplify the integration of enterprise systems. The program offersdam_server.pyA server-side program that directly outputs a standardized ChatCompletion format response, enabling existing AI applications to seamlessly access area description functionality.
The API design takes into account three types of typical usage scenarios: the direct call mode is suitable for quick proof-of-concept, where the developer only needs to send a request containing the image URL and mask to obtain a description; the batch mode supports simultaneous processing of hundreds of region annotation requests to meet data analysis needs; and the long connection mode is optimized for video stream analysis, maintaining session state to improve processing efficiency.
Technical evaluation shows that the API service can achieve 15QPS throughput on NVIDIA T4 graphics card, and the average latency is controlled within 800ms. Multiple enterprise cases have confirmed that the intelligent customer service system developed based on this API can improve the accuracy of commodity identification to 92%, while the consistency of defect description of industrial quality inspection system has been improved by 60%.
This answer comes from the articleDescribe Anything: Open source tool for generating detailed descriptions of images and video regionsThe
