Abstract: The disclosed technology is generally directed to code transparency. In one example of the technology, raw input data that includes version information that is associated with code is received. The version information includes pull requests associated with the code. Extracted key phrases are provided by performing a key-phrase extraction on the raw input data. A list of documents and a list of people are determined based at least in part on the extracted key phrases. A relevance ranking is performed on the list of documents and the list of people. Based on the relevance ranking, relevant documents and relevant people are determined, such that the relevant documents and the relevant people are relevant to the code. To a developer environment that is associated with the code, information associated with the relevant documents and/or the relevant people is provided.

Abstract: An image sensor may include an image sensor pixel array. The image sensor pixel array may include active image sensor pixels that generate image data based on incident light and reference pixels that are optically black for generating reference data for noise compensation. Sets of reference pixels in the same row may be coupled to respective shared readout paths in a source follower binning configuration. The shared readout path may be could to downstream readout circuits. The use of shared readout paths for the reference pixels can reduce the number of reference pixel readout paths. If desired, pixel circuitry may be implemented on a first die, while readout circuitry and at least a portion of the reference pixel readout paths may be implemented on a second die mounted to the first die.

Abstract: Techniques for coding and deriving (e.g., determining) one or more coded-block-flags associated with video content are described herein. A coded-block-flag of a last node may be determined when coded-block-flags of preceding nodes are determined to be a particular value and when a predetermined condition is satisfied. In some instances, the predetermined condition may be satisfied when log2(size of current transform unit) is less than log2(size of maximum transform unit) or log2(size of current coding unit) is less than or equal to log2(size of maximum transform unit)+1. The preceding nodes may be nodes that precede the last node on a particular level in a residual tree.

Abstract: A single piece of content, e.g., a creative, is delivered to multiple devices through a QAM or multicast communications technique, with each receiving device corresponding to an impression opportunity in some cases. Bidders are provided the opportunity to bid on an individual single impression opportunity basis even when the impression corresponds to a multicast or QAM content delivery method and thus multiple impressions. Because impression opportunity offers and bids are for single impressions the bidder systems need not deal with the technical complexities of multipliers when receiving, considering and placing bids. DSPs are normally used to place bids on single Internet delivered impressions can bid on impression opportunities corresponding to QAM or multicast delivered program content with the system being used to determine the winner of bids handling the complexity of tracking of multiple individual bid wins and eventually determining the winner of an N opportunity deal.

Abstract: Some embodiments provide a method for performing data traffic monitoring. The method processes a packet through a packet processing pipeline that includes multiple stages. At a filtering stage, the method tags the packet with a set of monitoring actions for subsequent stages to perform on the packet based on a determination that the packet matches a particular filter. For each stage of a set of packet processing stages subsequent to the filtering stage, the method (i) executes any monitoring actions specified for the stage to perform on the packet and (ii) sends the packet to a next stage in the packet processing pipeline.

Abstract: This disclosure relates to digital asset animation.

Abstract: A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.

Abstract: Embodiments according to examples aspects of the present disclosure provide for an example computer-implemented method. The example method can include obtaining a data structure configured for rendering a plurality of content containers on a user device, the plurality of content containers providing a collapsed configuration and an expanded configuration. The example method can include rendering, based on a first rate parameter descriptive of a user input associated with the user device, one or more of the plurality of content containers according to the collapsed configuration. The example method can include rendering, based on a second rate parameter, at least one of the plurality of content containers according to the expanded configuration.

Abstract: A random data generation system having a transceiver and a processor is disclosed. The transceiver receives user defined attributes via a user interface of a user device. The user defined attributes include configuration information and workload information associated with a workload model. The configuration information includes information associated with an external system. The workload information includes information associated with a random data to be transmitted to the external system, and a first frequency at which the random data is to be transmitted during peak time duration and a second frequency at which the random data is to be transmitted during non-peak time duration. The processor may render the user interface, and obtain the user defined attributes. The processor may generate the random data, and transmit the random data to the external system based on the user defined attributes.

Abstract: Bitrate-adaptive segmentation is performed for transcoding a video stream uploaded to an online video platform for hosting and later playback to platform users. The video stream is segmented into chunks based on prediction-based bit costs determined for frames of the video stream rather than based on scene changes detected within the video stream. The bitrate-adaptive segmentation includes determining inter-prediction bit costs and intra-prediction bit costs for frames of the video stream based on information indicated within a pass log based on a first pass encoding of the video stream, determining chunk boundaries for segmenting the video stream into a chunk based on the inter-prediction bit costs and the intra-prediction bit costs for the frames, and transcoding the chunk to produce a transcoded video stream.

Abstract: A laser source includes a laser chamber configured to generate a first laser beam. The laser source further includes an optical system coupled to the laser chamber and configured to receive the first laser beam and output an output laser beam. The laser source also includes a gas purge system. According to some aspects, the gas purge system is configured to supply a nitrogen gas into the optical system at a pressure less than atmospheric pressure. According to some aspects, the gas purge system is configured to supply a helium gas into the optical system.

Abstract: The present disclosure relates to methods and systems for searching and finding one or more tables that contain an answer to a query within documents. The methods and systems receive the query with query terms and search a table index for one or more related tables to the query terms. The methods and systems locate an answer to the query in the cells of the related tables and provide an output with the answer highlighted in the cells of the related tables in response to the query.

Abstract: A traction board for insertion under a vehicle's tire for freeing the vehicle from a stuck condition includes an elongated board body and an end plate pivotally connected to an end portion of the elongated board body. According to a further aspect, a traction board includes an elongated board body and a finger pivotally connected to the elongated board body and pivotally extending below the elongated board body in order to prevent the elongated board body from sliding rearward.

Abstract: The present disclosure relates to optical systems, vehicles, and methods for providing improved mechanical performance of a camera and corresponding optical elements. An example optical system includes an outer housing and an inner support member. The optical system also includes an optical window coupled to the outer housing and the inner support member. The optical window is configured to be temperature-controllable. The optical system also includes a camera coupled to the inner support member. The camera is optically coupled to the optical window. Additionally, the outer housing, the optical window, and the camera are configured to be impact resistant.

Abstract: A tool application system for a vehicle may include a database configured to maintain an inventory of items on a vehicle, and a server configured to receive a request for at least one item relating to a worksite from a technician, compare the request for the at least one item to the inventory, determine that the item is not part of the inventory, transmit a part request to at least one location based on at least one factor, and transmit instructions to the vehicle in response to receiving a response to the request from the location confirming availability of the item.

Abstract: A vehicle winch control assembly includes, among other things, a winch, and a vehicle input device that is reassigned to control the winch. The vehicle input device can be an accelerator pedal. A vehicle winch control method includes, among other things, reassigning a vehicle input device, and, after the reassigning, controlling a winch using the vehicle input device.

Abstract: A device is equipped with a public/private key pair. The private key is stored in a secure location on the device and the public key is utilized to track ownership of the device by a manufacturer, vendor, and/or one or more provisioning services. When a user purchases the device, a transaction involving the public key associated with the device and the user is recorded. The one or more provisioning services, which are provided access to user information, prepare a configuration payload for the device specific to the user and the device. The configuration payload is encrypted using the device's public key. When the device is powered on, the configuration payload is sent to the device. The device decrypts the configuration payload using the device's private key and adjusts one or more configuration parameters based on the configuration payload.

Abstract: A blinker module and a blinker kit, wherein the blinker module is attachable to a vehicle to control external turn signals. The blinker module has a lever and a plurality of switches to control external turn signals and other accessories, respectively.

Abstract: The invention provides cotton event MON 88701, and plants, plant cells, seeds, plant parts, and commodity products comprising event MON 88701. The invention also provides polynucleotides specific for event MON 88701 and plants, plant cells, seeds, plant parts, and commodity products comprising polynucleotides specific for event MON 88701. The invention also provides methods related to event MON 88701.