Abstract: Systems and methods are described for identifying and classifying airflow system types. The system may include: (1) an airflow system configured to receive air via a return air pathway and supply air via a supply air pathway; (2) a first sensor disposed proximate to the supply air pathway of the airflow system to collect supply airflow data; (3) a second sensor disposed proximate to the return air pathway of the airflow system to collect return airflow data; and (4) an electronic device including one or more processors communicatively coupled to a memory storing one or more instructions that cause the one or more processors to: (a) receive airflow system data; (b) analyze the airflow system data to generate airflow system cycle data; and (c) classify, based on the airflow system cycle data, an airflow cycle type of the airflow cycle facilitated by the airflow system.

Abstract: A virtual facility system may include a storage system, a data engine, an integration system, a virtual facility interface system, and a simulator engine. The storage system may store data including video of the real facility. The data engine may train a neural rendering model of the real facility based on the data providing a photorealistic three-dimensional representation of the real facility. The integration system may provide one or more interfaces facilitating communication with one or more control systems associated with the real facility including a management system providing historical or live inventory tracking data and facility operations process data characterizing of locations and tasks corresponding with inventory items or materials stored or handled in the real facility. The virtual facility interface system may provide access to information stored in a virtual facility. The simulator engine may simulate novel views generated based on the neural rendering model.

Abstract: A virtual facility robotics system may include a storage system, a data engine, an integration system, a virtual facility interface system, and a simulator engine. The storage system may store video data of a real facility. The data engine may train a neural rendering model providing a photorealistic three-dimensional representation of the real facility. The integration system may provide facilitate communication with a robot fleet manager configured to control one or more robots operating within the real facility. The virtual facility interface system may provide access to information stored in a virtual facility that includes the photorealistic three-dimensional representation of the real facility. The virtual facility interface system may be configured to provide information to the robot fleet manager via the integration system upon request. The simulator engine may simulate a future state of the real facility including one or more novel views generated based on the neural rendering model.

Abstract: A virtual facility system may include a storage system, a data engine, an integration system, a virtual facility interface system, and a simulator engine. The storage system may store data including video of the real facility. The data engine may train a neural rendering model of the real facility based on the data providing a photorealistic three-dimensional representation of the real facility. The integration system may provide one or more interfaces facilitating communication with one or more control systems associated with the real facility including a management system providing historical or live inventory tracking data and facility operations process data characterizing of locations and tasks corresponding with inventory items or materials stored or handled in the real facility. The virtual facility interface system may provide access to information stored in a virtual facility. The simulator engine may simulate novel views generated based on the neural rendering model.

Abstract: A virtual facility robotics system may include a storage system, a data engine, an integration system, a virtual facility interface system, and a simulator engine. The storage system may store video data of a real facility. The data engine may train a neural rendering model providing a photorealistic three-dimensional representation of the real facility. The integration system may provide facilitate communication with a robot fleet manager configured to control one or more robots operating within the real facility. The virtual facility interface system may provide access to information stored in a virtual facility that includes the photorealistic three-dimensional representation of the real facility. The virtual facility interface system may be configured to provide information to the robot fleet manager via the integration system upon request. The simulator engine may simulate a future state of the real facility including one or more novel views generated based on the neural rendering model.

Abstract: An embodiment detects where frames within a video have been added, deleted, or changed. The embodiment tracks the modifications through subsequent versions of the source video, and retains various metadata (corresponding to the individual edits) that describes the context and specifics of the edits. In an embodiment only changes to the original video need be tracked by preserving only those clips that have been added, removed, or changed. This ability enables a video editor to maintain the various changes made to a video and see the history of changes while alleviating much of the file storage associated with large, high-quality videos. Other embodiments are described herein.

Abstract: An embodiment includes receiving a first request for first video content and a first video player from a client; in response (a) (i) obtaining first source code for the first video player, (a)(ii) obtaining a first configuration file for the first video player, (a)(iii) obtaining a first player module corresponding to the first video player, and (a)(iv) communicating same to the client. The first video player comprises code to play video via a graphical user interface. The first player module comprises code that, in response to the first player module subscribing to a first event bus of a pub/sub system, performs a first routine in response to: (b)(i) a first publication to the first event bus from an additional player module that corresponds to the first video player, and (b) (ii) execution of a first callback function corresponding to the first publication.

Abstract: An embodiment includes receiving a first request for first video content and a first video player from a client; in response (a) (i) obtaining first source code for the first video player, (a)(ii) obtaining a first configuration file for the first video player, (a)(iii) obtaining a first player module corresponding to the first video player, and (a)(iv) communicating same to the client. The first video player comprises code to play video via a graphical user interface. The first player module comprises code that, in response to the first player module subscribing to a first event bus of a pub/sub system, performs a first routine in response to: (b)(i) a first publication to the first event bus from an additional player module that corresponds to the first video player, and (b) (ii) execution of a first callback function corresponding to the first publication.

Abstract: An embodiment detects where frames within a video have been added, deleted, or changed. The embodiment tracks the modifications through subsequent versions of the source video, and retains various metadata (corresponding to the individual edits) that describes the context and specifics of the edits. In an embodiment only changes to the original video need be tracked by preserving only those clips that have been added, removed, or changed. This ability enables a video editor to maintain the various changes made to a video and see the history of changes while alleviating much of the file storage associated with large, high-quality videos. Other embodiments are described herein.