Image Detection Algorithm Debugging with Batch File Execution
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Solution Overview
Problem
The conventional method for debugging image detection algorithms is cumbersome, requiring sequential input of multiple images and selection of corresponding algorithms, which is inefficient and time-consuming.
Innovation Solution
A debug file is utilized to include image and algorithm indication information, allowing automated retrieval and execution of corresponding image detection algorithms, with parameter configuration and result analysis to simplify the debugging process.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If multiple images are sequentially input to the debug interface and corresponding algorithm information is selected for each image, then the image detection algorithm can be debugged based on multiple images, but the debugging process becomes cumbersome and time-consuming
Solution Approach 1:
The patent merges multiple image debugging operations into a single batch processing workflow. Multiple images and their corresponding algorithm information are loaded simultaneously through a file import function, and the debugging system processes all images in one execution rather than requiring sequential manual input for each image.
Solution Approach 2:
The patent performs preliminary preparation by pre-organizing multiple images and their corresponding algorithm configuration information into a structured format before debugging begins. The system pre-loads all necessary data and establishes the processing framework in advance, eliminating the need for repeated manual setup during the debugging process.
2Adaptability or versatility
If manual input of images and selection of algorithm information is performed for each debugging case, then the debugging process can be customized, but the operation complexity increases
Solution Approach 1:
The patent creates a universal debugging interface that can handle multiple images and algorithm configurations through a single standardized workflow. The file import function serves as a multi-functional entry point that automatically parses and organizes various types of debugging data, eliminating the need for separate manual configuration steps while maintaining adaptability to different debugging scenarios.
3Manufacturing precision
If sequential debugging of multiple images is performed through manual input, then each image can be processed individually, but the debugging efficiency decreases
Solution Approach 1:
The patent enables continuous batch processing of multiple images through automated workflows. Once the debugging parameters are initially set and images are imported, the system continuously processes all images in sequence without requiring manual intervention between each image, maintaining thorough individual analysis while achieving efficient batch processing.
Data Source
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AI summary
The present application relates to a method and an apparatus for debugging an image detection algorithm, a device, a medium, and a program product. The method includes: obtaining a debug file that includes image indication information of a plurality of images and algorithm indication information of the images; further, obtaining the images based on the image indication information of the images, and determining image detection algorithms corresponding to the images based on the algorithm indication information of the images; and further, separately executing the corresponding image detection algorithms for the images to obtain detection result information corresponding to the images. It can be learned that, compared with the conventional technology, in embodiments of the present application, the images and the image detection algorithms corresponding to the images are obtained based on the debug file, and then the corresponding image detection algorithms are separately executed for the images to obtain the detection result information of the images, thereby simplifying a debug process and helping improve debug efficiency.