Abstract: A method may include obtaining, using a head detection model and for an image in a video stream, head detection information on the video stream, identifying a group vertical size of a group on a vertical axis using the head detection information, and identifying a group horizontal size of the group on a horizontal axis using the head detection information. Method may in addition include determining an orientation of the group using the group horizontal size and group vertical size, creating a group frame definition using the orientation, and outputting the video stream using the group frame definition.

Abstract: A method may include obtaining, using a head detection model and for an image of a video stream, head detection information, where the head detection information identifies heads detected in the image. Method may also include obtaining buffer bounding boxes. Obtaining the buffer bounding boxes may include obtaining head buffer bounding boxes for the heads detected in the image, and combining at least two of the head buffer bounding boxes into a proximity buffer bounding box. The method may furthermore include identifying a set of templates based on the buffer bounding boxes. Method may in addition include creating, individually, head frame definitions for the buffer bounding boxes using the set of templates, generating an image frame definition that combines the head frame definitions, and processing the video stream using the image frame definition.

Abstract: A method may include obtaining, using a head detection model and for an image of a video stream, head detection information, where the head detection information identifies heads detected in the image, selecting a set of templates for the heads, and creating, individually, head frame definitions for the heads using the set of templates. The method may processing the video stream using the head frame definitions.

Abstract: In implementations of reviewing document designs, a document review system can import reviewer comments to a design application used to author a document design. The reviewer comments can be made by a reviewer via a review application implemented on an additional computing device other than the computing device implementing the design application. The document review system can add, via the design application, a reply comment to the reviewer comment. The reply comment can be made by a designer of the document design as part of a comment hierarchy that indicates comment sequences and comment links for the document design. The document review system can also export, to the review application, a review document representing the document design that preserves the comment hierarchy in the document design.

Abstract: In implementations of reviewing document designs, a document review system can import reviewer comments to a design application used to author a document design. The reviewer comments can be made by a reviewer via a review application implemented on an additional computing device other than the computing device implementing the design application. The document review system can add, via the design application, a reply comment to the reviewer comment. The reply comment can be made by a designer of the document design as part of a comment hierarchy that indicates comment sequences and comment links for the document design. The document review system can also export, to the review application, a review document representing the document design that preserves the comment hierarchy in the document design.

Abstract: An integrated circuit and a method of self-testing the integrated circuit are provided. The method comprises: generating a reference voltage at an output of a reference circuit; initiating a test of the reference circuit during a test mode; determining whether the test of the reference circuit passes; and comparing, if the test of the reference circuit passes, a first voltage with the reference voltage. The disclosed test method provides for more complete testing of the integrated circuit.

Abstract: An integrated circuit and a method of self-testing the integrated circuit are provided. The method comprises: generating a reference voltage at an output of a reference circuit; initiating a test of the reference circuit during a test mode; determining whether the test of the reference circuit passes; and comparing, if the test of the reference circuit passes, a first voltage with the reference voltage. The disclosed test method provides for more complete testing of the integrated circuit.

Abstract: The invention pertains to a method and apparatus for separation of seeds from fruit pulp/skin/twigs, in general, coming out from juice producing industry as a waste and in particular from apple pomace. The method involves addition of apple pomace and water in a particular ratio to a vessel (1), mixing with an agitator (6, 8) at optimum rpm for sufficient period, allowed to stand followed by secondary agitation. Based on difference in bulk density, seeds were separated from pomace. The seedless pomace withdrawn from horizontal (13) or inclined (14) outlets and seeds collected in seed collection chamber were removed through bottom valve (11). The seed trap (15) provided at inclined outlet (14) helps in their retention in the vessel (1). The seedless pomace is recovered by filtration from water. This spent water can be recycled for few times and then purged. Easy to handle separation device is energy efficient, compactly designed and can be used to separate the seeds efficiently up to 97%.

Abstract: The invention pertains to a method and apparatus for separation of seeds from fruit pulp/skin/twigs, in general, coming out from juice producing industry as a waste and in particular from apple pomace. The method involves addition of apple pomace and water in a particular ratio to a vessel (1), mixing with an agitator (6, 8) at optimum rpm for sufficient period, allowed to stand followed by secondary agitation. Based on difference in bulk density, seeds were separated from pomace. The seedless pomace withdrawn from horizontal (13) or inclined (14) outlets and seeds collected in seed collection chamber were removed through bottom valve (11). The seed trap (15) provided at inclined outlet (14) helps in their retention in the vessel (1). The seedless pomace is recovered by filtration from water. This spent water can be recycled for few times and then purged. Easy to handle separation device is energy efficient, compactly designed and can be used to separate the seeds efficiently up to 97%.