Abstract: A fixed retail scanner and related methods comprises imagers configured to capture image data, and a processor operably coupled to the imagers. The processor configured to provide image data from at least some of the imagers in real-time during a transaction to a decoder within the data reader for decoding an optical code on an object within the image data, generate annotations for the image data based on an analysis of image content of the image data to generate annotated image data, and provide the annotated image data from at least some of the imagers to an external system in real-time during the transaction.

Abstract: The disclosure includes a fixed retail scanner includes a data reader. The data reader includes a main board including a system processor disposed within the data reader, and one or more camera modules disposed within the data reader and operably coupled with the system processor. Each camera module may include a local on-board imager AI engine configured to perform AI tasks according to a loaded trained AI model. A system artificial intelligence (AI) engine may be disposed within the data reader and configured to perform AI tasks according to a loaded trained AI model. The system processor is operably coupled to each of the imager AI engines and the system AI engine for scheduling and dispatching AI tasks across a distributed network of AI resources including the imager AI engines and the system AI engine.

Abstract: The disclosure includes a fixed retail scanner including a data reader, comprising a main board including one or more processors including a system processor, one or more camera modules, and an artificial intelligence (AI). The system processor is configured to transmit image data received from the one or more camera modules responsive to one or more event triggers detected by the system processor, and wherein the AI accelerator is configured to perform analysis based on an AI engine local to the AI accelerator in response to the event trigger. A remote server may also be operably coupled to the fixed retail scanner through the multi-port network switch, the remote server having a remote AI engine stored therein, wherein the local AI engine within the fixed retail scanner is a simplified AI model relative to the remote AI engine within the remote server.

Abstract: A fixed retail scanner and related methods comprises imagers configured to capture image data, and a processor operably coupled to the imagers. The processor configured to provide image data from at least some of the imagers in real-time during a transaction to a decoder within the data reader for decoding an optical code on an object within the image data, generate annotations for the image data based on an analysis of image content of the image data to generate annotated image data, and provide the annotated image data from at least some of the imagers to an external system in real-time during the transaction.