mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for generating an improved map of agricultural field anomalies using digital images and machine learning models, the method comprising: obtaining a shapefile including geographical coordinates that defines boundaries of an agricultural plot; obtaining a plurality of plot ground images from one or more image capturing on-ground devices that are located within the boundaries of the agricultural plot; calibrating, pre-processing, and stitching the plurality of plot images to create a plot map of the agricultural plot at a plot level; based on the plot map of the agricultural plot, generating a plot grid to divide the plot map into a plurality of plot tiles according to the plot grid; based on the plot grid and the plot map, generating the plurality of plot tiles; based on the plurality of plot tiles, generating, using a first machine learning model (712, 1104) and a plurality of first image classifiers corresponding to one or more first anomalies, a set of classified plot images that depicts at least one anomaly; based on the set of classified plot images, generating a plot anomaly map for the agricultural plot; transmitting the plot anomaly map to one or more controllers that control one or more agricultural machines to perform agricultural functions on the agricultural plot; wherein the plurality of first image classifiers includes two or more of: one or more interrow damage classifiers, one or more weed image classifiers, one or more bare soil classifiers, one or more lodging classifiers, or one or more standing water classifiers. obtaining a shapefile including geographical coordinates that defines boundaries of an agricultural plot; obtaining a plurality of plot ground images from one or more image capturing on-ground devices that are located within the boundaries of the agricultural plot; calibrating, pre-processing, and stitching the plurality of plot images to create a plot map of the agricultural plot at a plot level; based on the plot map of the agricultural plot, generating a plot grid to divide the plot map into a plurality of plot tiles according to the plot grid; based on the plot grid and the plot map, generating the plurality of plot tiles; based on the plurality of plot tiles, generating, using a first machine learning model (712, 1104) and a plurality of first image classifiers corresponding to one or more first anomalies, a set of classified plot images that depicts at least one anomaly; based on the set of classified plot images, generating a plot anomaly map for the agricultural plot; transmitting the plot anomaly map to one or more controllers that control one or more agricultural machines to perform agricultural functions on the agricultural plot; wherein the plurality of first image classifiers includes two or more of: one or more interrow damage classifiers, one or more weed image classifiers, one or more bare soil classifiers, one or more lodging classifiers, or one or more standing water classifiers.
Ladder stabiliser for a ladder of the type comprising two longitudinal side rails connected by a number of rungs, which ladder stabiliser comprises a frame part provided with connection members for establishing a stationary connection between the ladder and the ladder stabiliser, and a support member connected to the frame part and intended for engaging a substantially horizontal building part, wherein the support member together with the frame part, as considered in a position in which the ladder stabiliser is connected to a ladder, can be set and immobilised in different longitudinal positions along the ladder, wherein the connection members of the frame part comprise at least two opposing clamping strips (8,9) for there between clamping the two side rails of the ladder, and an actuator for moving the clamping strips towards and away from each other, characterized in that the actuator comprises a single threaded pin attached to a first one of the clamping strips and extending through a hole in the other clamping strip and a knob mounted for a manual rotation on the threaded pin, wherein the first one of the clamping strips is provided with at least one locating pin projecting therefrom towards the other clamping strip which, for receiving said locating pin, is provided with a slot opening towards a side edge of said clamping strip.
An air conditioner comprising: a heat exchanger; a refrigerant flow divider configured to divide and flow a liquid refrigerant to the heat exchanger; and a case including a bottom plate and accommodating the heat exchanger and the refrigerant flow divider, wherein the bottom plate is provided with a first drain unit having a first opening for drainage, the refrigerant flow divider includes a flow divider body having a branching flow path, and a plurality of refrigerant tubes (A, B, C) that is projecting downward from a lower surface of the flow divider body, is then bent, and is connected to the heat exchanger at a position above the lower surface, and a11 the refrigerant tubes (A, B, C) have lowermost ends positioned to be vertically overlapped with the first drain unit characterised in that the refrigerant tubes (A, B, C) have lowermost ends (A3, B2b, C2) positioned to be vertically overlapped with the first opening. a heat exchanger; a refrigerant flow divider configured to divide and flow a liquid refrigerant to the heat exchanger; and a case including a bottom plate and accommodating the heat exchanger and the refrigerant flow divider, wherein the bottom plate is provided with a first drain unit having a first opening for drainage, the refrigerant flow divider includes a flow divider body having a branching flow path, and a plurality of refrigerant tubes (A, B, C) that is projecting downward from a lower surface of the flow divider body, is then bent, and is connected to the heat exchanger at a position above the lower surface, and a11 the refrigerant tubes (A, B, C) have lowermost ends positioned to be vertically overlapped with the first drain unit characterised in that the refrigerant tubes (A, B, C) have lowermost ends (A3, B2b, C2) positioned to be vertically overlapped with the first opening.
An anti-CTLA-4 antibody for use in the treatment of cancer in a subject, which treatment comprises inducing a breakthrough event in the subject by administering the anti-CTLA-4 antibody to the subject until observing the breakthrough event wherein the breakthrough event is a Grade 3 or 4 adverse event selected from the group consisting of diarrhea, enterocolitis, dermatitis, hypophysitis, rash, and pruritis, wherein the breakthrough event is induced by administering escalating doses of anti-CTLA-4 antibody or administering anti-CTLA-4 antibody at decreasing dosage intervals and wherein the anti-CTLA-4 antibody is a human monoclonal IgG kappa antibody comprising a heavy chain variable region having the amino acid sequence and a light chain variable region having the amino acid sequence
Interior fitting part of a vehicle having a hinge device with a first part which is pivotable about a pivot axis (a) relative to a second part, the first part comprising at least one bore and the second part comprising at least one recess (15a, 15b), and at least one pin (17a, 17b) coaxial with the pivot axis (a) is disposed with a first longitudinal portion in the bore and with a second longitudinal portion in the recess (15a, 15b) in a final assembly position, and the pin (17a, 17b) is movable between a pre-assembly position, in which the pin (17a, 17b) is accommodated with a bigger overlap in the bore or in the recess (15a, 15b) than in the final assembly position, and the final assembly position, and at least one retaining element may be positioned through a passage in a seat in such a way that the pin (17a, 17b) can be moved by the retaining element from the pre-assembly position into the final assembly position and, in the final assembly position, the retaining element is positioned in such a way as to prevent a return movement of the pin (17a, 17b) from the final assembly position into the pre-assembly position, characterised in that the retaining element is provided with at least one locking formation in the form of a resilient arm which releasably engages in a complementary formation of the first part or second part when the retaining element is positioned in the seat, and the resilient arm comprises form-fitting means which can be moved into engagement with form-fitting means of a tool in order to move the locking formation and complementary formation out of engagement.
A surgical retractor system comprising: a frame portion comprising a fixed plate and a carriage; a first blade having a first blade arm operably attached to the frame portion; a second blade having a second blade arm operably attached to the frame portion; a third blade having a third blade arm operably attached to the frame portion; wherein the first blade and the second blade are attached to the carriage such that translation of the carriage causes the first blade and the second blade to translate, wherein the frame portion comprises a carriage actuator configured to translate the carriage and the first and second blade arms (613, 615) in a longitudinal direction along a length of the surgical retractor so that the first and second blades (612, 614) are caused to translate in the longitudinal direction, characterised by a first linear actuator configured to independently linearly translate the first blade arm, and a second linear actuator configured to independently linearly translate the second blade arm, the first linear actuator and the second linear actuator being configured to translate respectively the first blade arm and the second blade arm laterally. a frame portion comprising a fixed plate and a carriage; a first blade having a first blade arm operably attached to the frame portion; a second blade having a second blade arm operably attached to the frame portion; a third blade having a third blade arm operably attached to the frame portion; wherein the first blade and the second blade are attached to the carriage such that translation of the carriage causes the first blade and the second blade to translate, wherein the frame portion comprises a carriage actuator configured to translate the carriage and the first and second blade arms (613, 615) in a longitudinal direction along a length of the surgical retractor so that the first and second blades (612, 614) are caused to translate in the longitudinal direction, characterised by a first linear actuator configured to independently linearly translate the first blade arm, and a second linear actuator configured to independently linearly translate the second blade arm, the first linear actuator and the second linear actuator being configured to translate respectively the first blade arm and the second blade arm laterally.
Strip-shaped cuff for measuring blood pressure, said cuff having a longitudinal direction and a transverse direction and having an inner side and an outer side, wherein the strip-shaped cuff comprises a loop element, and having an end portion, which can be passed through the loop element, wherein the strip-shaped cuff has a first longitudinal portion, which comprises the loop element, wherein the first longitudinal portion has a first lower edge region and also a first upper edge region, and wherein the strip-shaped cuff comprises a bladder region, wherein the bladder region comprises a bladder, and the first longitudinal portion comprises, at a first lower edge region, a positioning aid, wherein the positioning aid comprises a recess, the positioning aid comprises a first wing and a second wing, and the recess is defined on either side in the longitudinal direction by the wings (23, 24), and the bladder region comprises a lower bladder region edge, and wherein the recess in the transverse direction has a first spacing of 1.5 to 5.5 cm from the lower bladder region edge.
An actuator system comprising an actuator with a rotatable lock mechanism comprising an actuator pin and a lock collar defining a path for the actuator pin as the actuator is expanded and retracted, wherein the lock collar defines an entry passage through which the pin enters as the actuator extends, a guide surface along which the pin travels from the entry passage as the actuator retracts, a locking recess into which the pin is guided by the guide surface, and an exit passage into which the pin is guided as it is caused to leave the locking recess by extension of the actuator and subsequent retraction; characterized in that the lock mechanism further comprises a tine gate fitted within the lock collar and comprising a detent finger defining a detent surface, wherein when the actuator is extended to cause the pin to leave the locking recess, the detent surface prevents the actuator pin returning back into the lock recess.
Loose-leaf collecting device with - a base support having at least three edges with a sheet holding unit for the positionally secure arrangement of individual sheets on the base support and - a cover element which is adjustable between an opening position releasing the base support and a closing position covering the base support at least in sections and which is connected in an articulated manner to an edge of the base support, whereby a protective strip spacing the cover element from the base support in the closed position is arranged on a cover base body of the cover element on each edge section associated with a free edge of the base support, characterized in that the protective strips are designed in such a way that the cover element is supported on the base support via the protective strips in the closed position. - a base support having at least three edges with a sheet holding unit for the positionally secure arrangement of individual sheets on the base support and - a cover element which is adjustable between an opening position releasing the base support and a closing position covering the base support at least in sections and which is connected in an articulated manner to an edge of the base support, a protective strip spacing the cover element from the base support in the closed position is arranged on a cover base body of the cover element on each edge section associated with a free edge of the base support, characterized in that the protective strips are designed in such a way that the cover element is supported on the base support via the protective strips in the closed position.
A base station in a mobile communications network for transmitting data to communications devices or receiving data from communications devices, the base station comprising a transmitter (101.t) configured to transmit signals representing data to the communications devices via a wireless access interface, a receiver (101.r) configured to receive signals from the communications devices via the wireless access interface, and a controller (101.c) adapted to control the receiver to receive a paging request from a mobility management entity of the mobile communications network for transmission to one of the communications devices, and to control the transmitter to transmit, in response to the paging request, a first paging message to the communications device to indicate that the communications device is to receive the data via the wireless access interface, characterised in that the controller is adapted to control the transmitter, if a response to the transmitted first paging message from the communications device is not received by the receiver within a predetermined time and if the base station is able to use a power boosting mode, to transmit the first paging message with a boosted power to indicate that the communications device is to receive the data via the wireless access interface, or to control the transmitter, if a response to the transmitted first paging message from the communications device is not received by the receiver within a predetermined time and if the base station is not able to use a power boosted mode for transmitting, to transmit a second paging message to one or more communications apparatus which can operate as a relay node for the communications device, the second paging message identifying the relay node and the communications device for which the base station is to transmit the data.
Motor vehicle with a tailgate mounted in an upwardly articulated manner and a cargo space extending in front of the tailgate in the direction of travel and with a device, having a net, for holding cargo, characterised in that - the net is fixedly connected with its front upper corners (8, 8') via side straps (9, 9') to D-pillars (10, 10') of the motor vehicle, - the net can be adjusted between a standby position and a working position, wherein it is connected in the standby position with a rear lower edge to the tailgate and in the working position with the rear lower edge to a loading edge of the cargo space and is fixed there so that, when the tailgate is opened, no cargo can undesirably fall out of the cargo space. - the net is fixedly connected with its front upper corners (8, 8') via side straps (9, 9') to D-pillars (10, 10') of the motor vehicle, - the net can be adjusted between a standby position and a working position, wherein it is connected in the standby position with a rear lower edge to the tailgate and in the working position with the rear lower edge to a loading edge of the cargo space and is fixed there so that, when the tailgate is opened, no cargo can undesirably fall out of the cargo space.
A method of applying a NOx degrading composition on a concrete element, comprising - providing a concrete element having a surface, and - applying a composition comprising photocatalytic titanium dioxide particles dispersed in a continuous phase on the surface of said concrete element; wherein said composition is applied in an amount that equals or exceeds 100 ml/m2, and characterized in that the titanium dioxide particles are applied on the surface of the concrete element in an amount of 5 g/m2 or less, preferably 3 g/m2 or less, more preferably 2 g/m2 or less, most preferably 1 g/m2 or less, and in that the composition further comprises a silica compound comprising an alkali silicate, and in that the continuous phase is water. - providing a concrete element having a surface, and - applying a composition comprising photocatalytic titanium dioxide particles dispersed in a continuous phase on the surface of said concrete element; wherein said composition is applied in an amount that equals or exceeds 100 ml/m2, and characterized in that the titanium dioxide particles are applied on the surface of the concrete element in an amount of 5 g/m2 or less, preferably 3 g/m2 or less, more preferably 2 g/m2 or less, most preferably 1 g/m2 or less, and in that the composition further comprises a silica compound comprising an alkali silicate, and in that the continuous phase is water.
A method of operating a base station in a radio communications network having differing transmission bandwidth, to enable communication with a plurality of user equipments, UEs, (102, 104) having different reception capabilities, at least one of which has a maximum reception bandwidth that the UE can support and being the lowest reception capability in the network, the method comprising the steps of: allocating a single frequency band as common band having bandwidth equal to or less than the smallest reception bandwidth of the UE among the plurality of UEs (102, 104) in the network; and transmitting on the common band, to one or more UEs (102, 104) of the plurality of UEs, channels including a broadcast channel, a paging channel, a synchronization channel and a shared channel, wherein all of said plurality of UEs (102, 104) remain tuned to the common band as a camping band when they exist in an idle state. allocating a single frequency band as common band having bandwidth equal to or less than the smallest reception bandwidth of the UE among the plurality of UEs (102, 104) in the network; and transmitting on the common band, to one or more UEs (102, 104) of the plurality of UEs, channels including a broadcast channel, a paging channel, a synchronization channel and a shared channel, wherein all of said plurality of UEs (102, 104) remain tuned to the common band as a camping band when they exist in an idle state.
Telescopic reel, in particular for an agricultural machine, comprising a central module and at least one side module, said at least one side module being telescopic relative to said central module for causing said reel to switch from a retracted or closed position to an extended or open position, and vice versa, and wherein: - said central module comprises at least one first crosspiece being fixed, - said at least one side module comprises at least one second crosspiece being telescopic, said at least one first crosspiece and at least one second crosspiece being provided with a crop lifting system comprising lifting means of said crop, characterized in that said at least one second crosspiece being adapted to enter at least partially into a cavity of said at least one first crosspiece of the central module when the reel is in the retracted or closed position, and being adapted to be extended when the reel is in the extended or open position, wherein said lifting system comprises fastening means adapted to fasten connection means for connecting together at least two of said lifting means, wherein said lifting system comprises at least one connection means for connecting said lifting means to at least one intersection element (41,51,52) arranged in a substantially transverse manner relative to the longitudinal axis of said reel, so that said lifting means can slide along said at least one second crosspiece of said at least one side module, whereby said lifting means: - are brought close to each other or substantially in contact with each other when the reel is in the retracted or closed position, - are positioned, relative to each other and to said at least one intersection element (41,51,52), at a distance substantially matching that of said at least one connection means when the reel is in the extended or open position. - said central module comprises at least one first crosspiece being fixed, - said at least one side module comprises at least one second crosspiece being telescopic, - are brought close to each other or substantially in contact with each other when the reel is in the retracted or closed position, - are positioned, relative to each other and to said at least one intersection element (41,51,52), at a distance substantially matching that of said at least one connection means when the reel is in the extended or open position.
Illumination device for marking a lane of a roadway, comprising a plurality of marker lights arranged along at least one lane separator of the lane, characterised in that the at least one lane separator runs above the lane and the marker lights are arranged overhead on a supporting structure on the roadway side.