Abstract: Disclosed are an automatic welding system and method for large structural parts based on hybrid robots and 3D vision. The system comprises a hybrid robot system composed of a mobile robot and an MDOF robot, a 3D vision system, and a welding system used for welding. The rough positioning technique based on a mobile platform and the accurate recognition and positioning technique based on high-accuracy 3D vision are combined, so the working range of the MDOF robot in the XYZ directions is expanded, and flexible welding of large structural parts is realized. The invention adopts 3D vision, thus having better error tolerance and lower requirements for the machining accuracy of workpieces, positioning accuracy of mobile robots and placement accuracy of the workpieces; and the cost is reduced, the flexibility is improved, the working range is expanded, labor is saved, production efficiency is improved, and welding quality is improved.

Abstract: The present disclosure discloses an entity recognition model training method and an entity recognition method as well as an apparatus using them. The entity recognition model training method includes: obtaining a training text and matching the training text with a database to obtain a plurality of matching results; processing the matching results to obtain a plurality of feature vectors corresponding to the matching results; obtaining a word vector of each word in the training text by processing the training text; and training an initial entity recognition model based on the feature vector and the word vector to obtain an entity recognition model. By using this training manner, the entity recognition model obtained can have an improved accuracy of entity recognition.

Abstract: A liquid crystal antenna substrate and a manufacturing method thereof, and a liquid crystal antenna and a manufacturing method thereof are provided. The manufacturing method of the liquid crystal antenna substrate includes: forming a conductive pattern on a base substrate; coating a liquid photo-curable material at a side of the conductive pattern away from the base substrate; and using the conductive pattern as a mask to perform an exposure process from a side of the base substrate away from the conductive pattern, a portion of the liquid photo-curable material corresponding to the conductive pattern is cured to form spacers.

Abstract: In some implementations, a liquid crystal on silicon panel includes a backplane with an electrical contact formed on the backplane, a first alignment layer disposed on the backplane and interfacing with the electrical contact, a conductive layer that is light transmissive, a second alignment layer disposed on the conductive layer, and a plurality of beads in an electrically-conductive adhesive between the first alignment layer and the second alignment layer. Electrically-conductive particles within the electrically-conductive adhesive may make the electrically-conductive adhesive electrically-conductive. A first set of the electrically-conductive particles may puncture the first alignment layer to contact the electrical contact, and a second set of the electrically-conductive particles may puncture the second alignment layer to contact the conductive layer. An electrical connection of the electrical contact and the conductive layer may be via a plurality of the electrically-conductive particles.

Abstract: An optical system includes an objective lens module, an image inverting module, and an eyepiece module. The objective lens module includes a first lens group, a second lens group, a third lens group, a fourth lens group, and a fifth lens group. The optical system satisfies at least one of the following conditions: 0.45?LG4D/LG1D?0.8; 0.015 mm?1?1/fG3?0.045 mm?1; 0.045 mm?1?|1/fG4|?0.07 mm?1; 0.35?|fG4/fG3|?0.75; 0.15?fG1/f?1.6; wherein LG4D is an effective optical diameter of the fourth lens group, LG1D is an effective optical diameter of the first lens group, fG1 is an effective focal length of the first lens group, fG3 is an effective focal length of the third lens group, fG4 is an effective focal length of the fourth lens group, and f is an effective focal length of the objective lens module.

Abstract: This application provides a method for information recommendation performed by an electronic device.

Abstract: The technology of this application relates to a neural network model training method, an image processing method, and an apparatus in the artificial intelligence. The training method includes each of at least one first accelerator training a neural network model based on at least one training sample. Before forward computation at an ith layer is performed, different parameters of the ith layer are obtained locally and from another accelerator, to obtain a complete model parameter of the ith layer. According to the method in this application, storage pressure of the first accelerator can be reduced.

Abstract: A product defect detection method, device and system are disclosed. The product defect detection method comprises: constructing a defect detection framework including a classification network, a locating detection network and a judgment network; training the classification network by using a sample image of a product containing different defect types to obtain a classification network capable of classifying the defect types existing in the sample image; training the locating detection network by using a sample image of a product containing different defect types to obtain a locating detection network capable of locating a position of each type of defect in the sample image; inputting an acquired product image into the defect detection framework, inputting a classification result and a detection result obtained into the judgment network to judge whether the product has a defect, and detecting a defect type and a defect position when the product has a defect.

Abstract: A system and method are for determining a vehicle speed. In an embodiment, the system includes a first collecting module, adapted to collect traffic information; and a deep learning module, including a control model and a neural network. The control model is generated after the neural network autonomously deeply learns based on inputted traffic information. The control model is adapted to receive current traffic information including a speed and a location of a vehicle, traffic light status at a junction ahead, and traffic condition information in a road segment ahead currently collected by the first collecting module; to compute a recommended vehicle speed for the vehicle based on the current traffic information; and to output the recommended vehicle speed. Such a system may reduce the stopping times at the intersection.

Abstract: The present utility model relates to a packaging box. The packaging box includes: an upper cover; and a lower cover. The upper cover and the lower cover can be combined together to form an internal packaging space therebetween. The packaging box further includes at least one spacer provided in the interior of at least one of the upper cover and the lower cover. When the upper cover and the lower cover are combined, the spacer divides the internal packaging space into at least a left cavity and a right cavity. The left cavity and the right cavity have a left outlet and a right outlet, respectively, and at least one of the upper cover and the lower cover is provided with at least one flip cover. The at least one flip cover can be flipped vertically to close or open the left outlet and/or the right outlet. In the present utility model, various types of blocks can be stored in one packaging box and easily accessed by a consumer with one hand, thereby greatly improving user experience of the consumer.

Abstract: The disclosure provides an LED chip assembly, an LED display apparatus and a processing method of the LED chip assembly.

Abstract: A lens assembly for display includes a display, a lens assembly, and a prism assembly. The display emits a first light beam. The lens assembly includes a first, second, and third lenses. The prism assembly includes a first, second prisms, and an optical multilayer film, wherein the first prism includes a first, second, and third surfaces and the second prism includes a fourth, fifth, sixth, seventh, and eighth surfaces. The lens assembly for display satisfies at least one of following conditions: 0.60?Din/TTL?0.75; 0.28?Din/f123?0.35; 4.56 mm?Din?5.02 mm; wherein Din is an effective optical diameter of the light incident surface, TTL is an interval from the light incident surface to the light emitting surface along the optical axis, and f123 is an effective focal length of a combination of the first lens, the second lens, and the third lens.

Abstract: A high-specific surface area and super-hydrophilic gradient boron-doped diamond electrode is disclosed. The electrode directly uses a substrate as an electrode matrix; or a transition layer is disposed on a surface of the substrate and used as the electrode matrix. A gradient boron-doped diamond layer is disposed on a surface of the electrode matrix, and a contact angle of the electrode is ?<40°. The gradient boron-doped diamond layer includes: a gradient boron-doped diamond bottom layer, a gradient boron-doped diamond middle layer, and a gradient boron-doped diamond top layer, a boron content of which gradually increases, so the gradient boron-doped diamond layer has high adhesion, high corrosion resistance, and high catalytic activity.

Abstract: A nonenzymatic biosensor based on a metal-modified porous boron-doped diamond electrode, and a method for preparing the same and use thereof are provided. A working electrode of the nonenzymatic biosensor is a metal-modified porous boron-doped diamond electrode including a silicon wafer substrate and an electrode working layer arranged on a surface thereof, the electrode working layer is a porous boron-doped diamond layer modified with metal nanoparticles, and a pore surface of the porous boron-doped diamond layer contains an sp2 phase. In the present invention, by combining chemical vapor deposition and magnetron sputtering and by means of a tubular atmosphere annealing furnace and an electrochemical workstation, the preparation of a multi-metal-modified porous boron-doped diamond composite electrode is realized.

Abstract: A boron-doped diamond electrode with an ultra-high specific surface area, and a preparation method therefor and the application thereof are provided. The boron-doped diamond electrode includes a substrate and an electrode working layer arranged on a surface thereof, the substrate is polysilicon or monocrystal silicon with a high specific surface area, and the electrode working layer is a boron-doped diamond layer. The polysilicon with a high specific surface area is obtained by anisotropIc etching and/or isotropic etching, and the monocrystal silicon with a high specific surface area is obtained by anisotropic etching. The boron-doped diamond layer includes a highly conductive layer, a corrosion-resistant layer, and a strongly electrocatalytically active layer, which have different boron contents.

Abstract: A locomotive (10) for spreading a waterproof coil in a hot melt manner. The locomotive (10) for spreading a waterproof coil in a hot melt manner comprises: a locomotive frame (11), provided with a coil support (12); and wheel devices, a spreading device, a combustion and heating device and a coil compaction device that are disposed on the locomotive frame (11). The combustion and heating device comprises a combustion chamber (6) and a mixing chamber (2). The mixing chamber (2) is provided with a fuel gas inlet end (5), an air inlet end (28), and an outlet end (29). The outlet end (29) is connected to the combustion chamber (6). Multiple gas discharge holes (7) are formed in one side surface of the combustion chamber (6) in an axial direction. The locomotive (10) for spreading a waterproof coil in a hot melt manner improves the construction efficiency, reduces human power costs and reduces consumption of fuel gas.

Abstract: A sample extraction chip and a biological reaction device are disclosed according to the present disclosure. The sample extraction chip includes a chip body and a sample extraction module provided on the chip body, the sample extraction module includes a sample-loading lysis unit, a liquid release-control unit, an extraction unit, a liquid switch-control unit, a liquid collection unit and a sample collection unit, which are connected through flow channels in a sequence of extraction. The liquid release-control unit is configured to store and release liquid reagents, and the liquid switch-control unit is configured to switch between communication of the liquid collection unit and the extraction unit and communication of the sample collection unit and the extraction unit. The sample collection unit includes a front collection portion and a rear collection portion which are both in communication with the liquid switch-control unit.