Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.

Abstract: A method comprising: receiving a set of images associated with each of a plurality of plants in a plantation; estimating, with respect to each of the plants, based, at least in part, on the set of images associated with the plant, the following data: (i) a count of fruits detected in the plant, and (ii) one or more features associated with the plant; at a training stage, training a machine learning model on a training set comprising, with respect to a subset of the plurality of plants: (iii) the data, and (iv) labels indicating an actual a number of fruits in each of the plants in the subset; and at an inference stage, applying the trained machine learning model to the data associated with the rest of the plurality of plants, to predict a number of fruits in each of the rest of the plurality of plants.

Abstract: In various example embodiments, multiple workspaces have access to modify values in a graph database. The graph database can comprise a collection of entity nodes, where each entity node is connected to an identifier node and one or more state nodes. An update to an entity node can be recorded by generating a new state node to store the update and connecting the new state node to the entity node. How each workspace views the database is based, at least in part, on which state nodes are associated with each workspace. The workspaces are independent of one another, and changes made to an entity node in one workspace do not affect how another workspace views the same entity node. By managing database data for each of the workspaces using the same graph database and recording changes in state nodes in an additive manner, the computational overhead is greatly reduced and simplified.

Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.

Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.

Abstract: Systems and methods for multiple updates to a database using paths is disclosed. Updates to a graph database can be performed by associating an attribute node, that stores the updated value, to the entity node to-be updated. When the entity node is queried for the value, the nearest attribute node is identified using a shortest path determination.

Abstract: Systems and methods for multiple updates to a database using paths is disclosed. Updates to a graph database can be performed by associating an attribute node, that stores the updated value, to the entity node to-be updated. When the entity node is queried for the value, the nearest attribute node is identified using a shortest path determination.

Abstract: Systems and methods for deployment and implantation of an implantable device having an attachment element directly in a luminal wall or tissue to monitor or detect physiological conditions. In an embodiment of the invention, a device is positioned at one or more target locations in the body to enable a medical professional to obtain physiological information for the target site(s). The invention also provides novel methods of monitoring physiological conditions using multiple sensors via techniques such as ultrasound with frequency separation or spatial separation.

Abstract: The invention provides a multi-component (modular) percutaneous valve device that includes a valve module having valve leaflets and a valve frame. The valve frame includes one or more, for example two, ring members and a plurality of masts. Also provided is a valve frame having specially designed pivot points at the connection between masts and first and second ring members to assist folding the valve module and minimizing delivery diameter. The valve frame may also include wire guides to facilitate combining the valve module with a support module. The masts or a ring of the valve frame may also include locking members, such as shafts for closing the valve module and securing the valve module to the support module. The support module includes corresponding locking members, such as spears that align with the shafts on the valve module for assembly and locking the valve module to the support module.

Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided.

Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.

Abstract: In various example embodiments, multiple workspaces have access to modify values in a graph database. The graph database can comprise a collection of entity nodes, where each entity node is connected to an identifier node and one or more state nodes. An update to an entity node can be recorded by generating a new state node to store the update and connecting the new state node to the entity node. How each workspace views the database is based, at least in part, on which state nodes are associated with each workspace. The workspaces are independent of one another, and changes made to an entity node in one workspace do not affect how another workspace views the same entity node. By managing database data for each of the workspaces using the same graph database and recording changes in state nodes in an additive manner, the computational overhead is greatly reduced and simplified.

Abstract: In various example embodiments, multiple workspaces have access to modify values in a graph database. The graph database can comprise a collection of entity nodes, where each entity node is connected to an identifier node and one or more state nodes. An update to an entity node can be recorded by generating a new state node to store the update and connecting the new state node to the entity node. How each workspace views the database is based, at least in part, on which state nodes are associated with each workspace. The workspaces are independent of one another, and changes made to an entity node in one workspace do not affect how another workspace views the same entity node. By managing database data for each of the workspaces using the same graph database and recording changes in state nodes in an additive manner, the computational overhead is greatly reduced and simplified.

Abstract: In various example embodiments, multiple workspaces have access to modify values in a graph database. The graph database can comprise a collection of entity nodes, where each entity node is connected to an identifier node and one or more state nodes. An update to an entity node can be recorded by generating a new state node to store the update and connecting the new state node to the entity node. How each workspace views the database is based, at least in part, on which state nodes are associated with each workspace. The workspaces are independent of one another, and changes made to an entity node in one workspace do not affect how another workspace views the same entity node. By managing database data for each of the workspaces using the same graph database and recording changes in state nodes in an additive manner, the computational overhead is greatly reduced and simplified.

Abstract: Systems and methods for multiple updates to a database using paths is disclosed. Updates to a graph database can be performed by associating an attribute node, that stores the updated value, to the entity node to-be updated. When the entity node is queried for the value, the nearest attribute node is identified using a shortest path determination.

Abstract: The invention provides a multi-component (modular) percutaneous valve device that includes a valve module having valve leaflets and a valve frame. The valve frame includes one or more, for example two, ring members and a plurality of masts. Also provided is a valve frame having specially designed pivot points at the connection between masts and first and second ring members to assist folding the valve module and minimizing delivery diameter. The valve frame may also include wire guides to facilitate combining the valve module with a support module. The masts or a ring of the valve frame may also include locking members, such as shafts for closing the valve module and securing the valve module to the support module. The support module includes corresponding locking members, such as spears that align with the shafts on the valve module for assembly and locking the valve module to the support module.

Abstract: The invention provides a multi-component (modular) percutaneous valve device that includes a valve module having valve leaflets and a valve frame. The valve frame includes one or more, for example two, ring members and a plurality of masts. Also provided is a valve frame having specially designed pivot points at the connection between masts and first and second ring members to assist folding the valve module and minimizing delivery diameter. The valve frame may also include wire guides to facilitate combining the valve module with a support module. The masts or a ring of the valve frame may also include locking members, such as shafts for closing the valve module and securing the valve module to the support module. The support module includes corresponding locking members, such as spears that align with the shafts on the valve module for assembly and locking the valve module to the support module.

Abstract: Systems and methods use cameras to provide autonomous and/or driver-assist navigation features. In some implementations, techniques for predicting the location of first roadway lane constraints are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize a first roadway lane constraint, and, when lane prediction conditions are determined to be satisfied, predict a location of a second roadway lane constraint. In some implementations, techniques for detecting and responding to construction zones are provided. The system may receive multiple images of a roadway in a vicinity of a vehicle, recognize indicators of a construction zone in the images, determine that the vehicle is proximate to a construction zone, and output a signal indicating that the vehicle is proximate to a construction zone.

Abstract: A computer-implemented method for recording content portions identified within webpages generated by each of a population of legacy websites, including, for at least one individual webpage: identifying content portions of the individual webpage, using a processor for analyzing the content portions to determine at least one characteristic thereof other than portion location, and storing in a computerized database, in association with the individual webpage, an indication of each of the content portions, including a function of the at least one characteristic.

Abstract: Traffic paths based on common devices available in a network are optimized, controlled, manipulated and created. The new paths used to optimize are not limited to the original OSI layer and/or original networks. Thus, various kinds of users/computers/devices, working in the same or in different abstraction layer networks, are combined into one collective virtual network providing the ability to compute and utilize the best (optimal) traffic path for each flow at each given time. The traffic path can be constructed especially for each flow. All or most devices and layer networks are combined in a collective virtual network when computing and constructing an optimized path for a flow. Thus, there is no need to add additional headers to a flow thereby eliminating the addition of overhead to the flow.