Image analysis and processing pipeline with real-time feedback and autocapture capabilities, and visualization and configuration system

A device, comprising:

• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, configured to:
• receive, in substantially real-time, information relating to an image analysis and processing pipeline,
• the image analysis and processing pipeline being configured to execute, on the device, to process preview frames, captured by the device, to identify an object of interest in the preview frames,
• the image analysis and processing pipeline including a plurality of stages, and
• the information including:
• data regarding results of calculations performed by the image analysis and processing pipeline, and
• data regarding the processed preview frames associated with one or more stages of the plurality of stages;
• present, in substantially real-time, for display:
• the results of the calculations,
• the processed preview frames, and
• at least one option for adjusting at least one configuration parameter of the image analysis and processing pipeline;
• cause, in substantially real-time, the at least one configuration parameter to be modified based on a selection of the at least one option;
• provide at least one configuration parameter adjustment to the image analysis and processing pipeline;
• and
• present, for display based on the at least one configuration parameter adjustment, one or more values for the at least one configuration parameter,
• the one or more values being updated in substantially real-time, and
• each value, of the one or more values, identifying a duration of time needed to determine a parameter value of a corresponding configuration parameter of the at least one configuration parameter.

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the one or more processors to:
• receive information relating to an image analysis and processing pipeline,
• the image analysis and processing pipeline being configured to process preview images to identify and/or track an object of interest in the preview images,
• the image analysis and processing pipeline including a plurality of stages, and
• the information including:
• data regarding a plurality of output values provided by the image analysis and processing pipeline, and
• data regarding the processed preview images associated with one or more stages of the plurality of stages;
• present for display:
• the plurality of output values,
• the processed preview images, and
• a plurality of options for adjusting a plurality of configuration parameters of the image analysis and processing pipeline;
• cause the plurality of configuration parameters to be adjusted, in substantially real-time, based on selections of the plurality of options;
• and
• provide at least one configuration parameter adjustment to the image analysis and processing pipeline;
• and
• present, for display based on the at least one configuration parameter adjustment, one or more values for the at least one configuration parameter,
• the one or more values being updated in substantially real-time, and
• each value, of the one or more values, identifying a duration of time needed to determine a parameter value of a corresponding configuration parameter of the at least one configuration parameter.