baber/WOPTO huggingface dataset:
Patent WO-2021184724-A1 (WO)
Title: Method and apparatus and device for automatically adjusting timing backup operation initiation time, and medium
Inventor: LIANG SI
IPC: G06F11/14
Filed: 2020-09-29
Abstract: A method, apparatus for automatically adjusting timing backup operation initiation time, the method comprising: initiating evaluation according to a preset backup policy initiation time point, and obtaining a production application program state and/or obtaining the overall load of a production application program and obtaining a production environment (S10); superposing data to be backed up before a production application program and superposing the data to be backed up after the production application program (S20); when the production application program state and/or the overall load and the production environment of the production application program are/is not within a preset range, re-initiating the evaluation (S30); and when the production application program state and/or the overall load and the production environment of the production application program are/is within the preset range, starting to back up the production application program (S40). The present invention may automatically avoid the time when an application program is not suitable for backup, such as a maintenance time period and a fault time period, automatically avoid the time when the load of the production environment is large, simulate the load generated by backup, integrally improve the success rate of backup and reduce invalid backup.
Patent WO-2021164282-A1 (WO)
Title: Underwater acoustic broadband scattering source positioning method based on low-rank matrix reconstruction
Inventor: LI JIE
IPC: G01S5/18
Filed: 2020-10-16
Abstract: Provided are an underwater acoustic broadband scattering source positioning method based on low-rank matrix reconstruction. According to the method, a Fourier transform and an inverse transform are used to establish a time-domain signal model containing space and frequency-domain distribution information, a two-dimensional joint distribution spectrum of a space and a frequency is regarded as a low-rank matrix, a sampling matrix of a received signal is written into a reconstruction form related to the distribution spectrum matrix, and by applying a low-rank constraint to the distribution spectrum matrix, distribution spectrum estimation is converted into a low-rank matrix reconstruction issue. The positioning method does not require the limitation of the shape of an array, does not require the assumption of a spatial distribution shape and a power spectrum distribution model of a signal source, and is applicable to the situation in which different signal sources are differently distributed.
Patent WO-2022041469-A1 (WO)
Title: 扬声器箱
Inventor: WU JUN
IPC: H04R1/02
Filed: 2020-10-30
Abstract: 本发明提供了一种扬声器箱，其包括壳体、固定收容于壳体内的发声单体以及位于壳体内的由塑料制成的呈环状的支架；发声单体与壳体共同围成后声腔，发声单体包括振膜，壳体包括由金属材料制成的前盖、盖设固定于前盖的由金属材料制成的后盖以及贯穿前盖设置的出声口；支架环绕出声口设置并将出声口的周缘包裹以与前盖形成固定连接，发声单体设有振膜的一侧朝向出声口设置，支架环绕发声单体的周侧并与发声单体形成密封固定，发声单体、支架、前盖以及后盖共同围成密闭的后声腔。与相关技术相比，本发明的扬声器箱腔体体积大，声学性能好。
Patent WO-2021135653-A1 (WO)
Inventor: ZHANG TENGJIAN
IPC: G06K9/62
Filed: 2020-11-10
Abstract: 一种用于识别车辆（150）的异常停留方法。所述方法可以包括以下操作。获取车辆（150）的实时停留数据（501）；基于所述实时停留数据，利用识别模型确定车辆（150）是否处于异常停留状态（503）；其中，所述识别模型包括基于多个历史车辆（150）的历史停留数据训练得到的机器学习模型。
Patent WO-2021238095-A1 (WO)
Title: 一种合金分析系统及其复检方法
Inventor: SUN MAOJIE
IPC: G01N23/223
Filed: 2020-11-13
Abstract: 本申请公开一种合金分析系统及其复检方法，包括：机器人、合金分析仪、与机器人连接的结构光源和用于拍摄样品图像的相机组件；控制系统被配置为执行：从样品图像中提取的结构光条纹；根据结构光条纹计算第一检测点和候选检测点；将第一检测点和候选检测点按优先级排序组合成检测点集合；控制机器人移动合金分析仪，使探头与第一检测点接触，并控制合金分析仪对第一检测点进行检测；响应于未接收到合金分析仪反馈的有效检测数据，按照检测点集合中优先级从高到底的顺序，控制合金分析仪对候选检测点进行顺次复检，直至接收到有效检测数据，则复检过程结束。本申请提高了合金分析系统的检测效率，缩短工作节拍，使合金分析系统更适于快速检测场景。
Patent WO-2021120938-A1 (WO)
Title: 产品机加工冷却装置
Inventor: ZHANG YULING
IPC: B23Q11/10
Filed: 2020-11-13
Abstract: 一种产品机加工冷却装置，包括：机架（10）；第一主轴机构（20），设置在机架（10）上；第二主轴机构（30），设置在机架（10）上并与第一主轴机构（20）相对间隔设置；冷却机构（50），设置在机架（10）上并设于第一主轴机构（20）与第二主轴机构（30）之间；冷却机构（50）包括冷却箱（51）、与冷却箱（51）内部连通的压缩机（52）、与冷却箱（51）内部连通的雾化器（53）、以及设置在雾化器（53）上的流量阀（54）；控制器（60），电连接压缩机（52）及流量阀（54）。该产品机加工冷却装置中的冷却箱用于容装冷却液，雾化器用于将冷却箱内的冷却液喷雾状喷洒在高纯有色金属产品表面，以使高纯有色金属产品表面快速冷却，有效节约人工，确保高纯有色金属产品表面颜色均一。
Patent WO-2022104589-A1 (WO)
Inventor: YUE RAN
IPC: H04W74/08
Filed: 2020-11-18
Abstract: Embodiments of the present application are directed to a method and apparatus for small data transmission. In an embodiment of the present application, the method includes: receiving listen before talk (LBT) failure indications for small data transmission (SDT); triggering consistent LBT failure for a first uplink (UL) resource for SDT in response to a number of the LBT failure indications exceeding or being equal to a predetermined threshold within a predetermined time duration for the first UL resource for SDT; and performing a recovery procedure by switching the SDT from the first UL resource to a second UL resource in response to the consistent LBT failure for the first UL resource for SDT being triggered.
Patent WO-2021129343-A1 (WO)
Title: 一种压力锅及其压力释放装置
Inventor: PU ZULIN
IPC: A47J27/09
Filed: 2020-12-03
Abstract: 一种压力锅及其压力释放装置（10），该压力释放装置（10）包括壳体（100）、盖设于壳体（100）上的盖体（200）以及与壳体（100）连接的排气嘴（300），壳体（100）用于与盖体（200）配合形成第一容置腔（110）和第二容置腔（120）；排气嘴（300）设置有第一气流通道（310），第一气流通道（310）连通压力锅的烹饪腔和第一容置腔（110），以使得烹饪腔内的压力气体以降压方式流入第一容置腔（110）；其中，第一容置腔（110）和第二容置腔（120）之间通过第二气流通道连通，第二气流通道使得第一容置腔（110）内的压力气体以降压方式流入第二容置腔（120），并在第二容置腔（120）旋转流动，进而在离心力的作用下实现气液分离。能够通过两次降压高效地抑制压力锅内蒸汽的产生，并且能够使得压力锅连续排气以释放压力，有效缩短压力锅的开盖时间，且安全性较高。
Patent WO-2022120614-A1 (WO)
Inventor: ZHAO RUYAN
IPC: G06F3/01
Filed: 2020-12-09
Abstract: L'invention concerne un appareil et un procédé pour appliquer un patch de capteur sur une structure de support en forme de main. Le patch de capteur (SP) est un tissu intégré textile en forme de main pourvu de capteurs qui sont conçus pour détecter des mouvements, des gestes de la main de l'utilisateur et/ou des fonctions vitales de l'utilisateur, l'appareil comprenant un dispositif de positionnement qui est utilisé pour déterminer la position de la structure de support (2) et la position d'application du patch de capteur (SP) sur la structure de support (2).
Patent WO-2021253762-A1 (WO)
Title: Smart charging cabinet and charging station
Inventor: ZHAO HAIBIN
IPC: H02J7/00
Filed: 2020-12-16
Abstract: The present invention belongs to the technical field of charging devices, and specifically provides a smart charging cabinet and a charging station. The present invention aims to solve the problem in the prior art of a charging device requiring a long time to charge a lithium battery. For this purpose, the smart charging cabinet of the present invention comprises a cabinet body, and a current conversion module and an output control module which are provided in the cabinet body; the output control module comprises a first processor, an information acquisition assembly and a power output adjustment assembly; an external power supply is electrically connected to the current conversion module and uses the output control module to be electrically connected to a battery to be charged; the first processor is in communication connection with the power output adjustment assembly; and one end of the information acquisition assembly is connected to the first processor, and the other end thereof is connected to the battery to be charged. The smart charging cabinet can dynamically adjust input charging power according to the charging state of the battery to be charged. In this way, the charging time of the battery to be charged is effectively shortened, and the utilization rate of the battery to be charged is improved.
Patent WO-2022126549-A1 (WO)
Inventor: HAN JILI
IPC: H01R39/04
Filed: 2020-12-17
Abstract: Commutateur de type à crochet comportant une douille, comprenant un corps de base (1), une douille (2), des feuilles de commutateur (3), des feuilles de mica (4) et une bague de renforcement (5). La paroi intérieure du corps de base (1) est pourvue de la douille (2) ; les feuilles de commutateur (3) sont disposées uniformément le long de la circonférence du côté extérieur du corps de base (1) ; chacune des feuilles de mica (4) est disposée entre des feuilles de commutateur (3) adjacentes ; la bague de renforcement (5) est disposée à une extrémité, pourvue d'un bossage, du corps de base (1) ; la paroi extérieure de la douille (2) est pourvue de multiples rainures transversales (21) et de multiples rainures longitudinales (22) ; les rainures transversales (21) sont en forme de queue d'aronde et correspondent à la paroi intérieure du corps de base (1) ; et les rainures longitudinales (22) sont disposées uniformément le long de la circonférence du côté extérieur de la douille (2). Le commutateur de type à crochet possédant la douille est de structure simple, et comportent toutes les parties solidement combinées, de telle sorte que la rotation de la douille et la fissuration du commutateur sont efficacement évitées ; de plus, la bague de renforcement est prévue, de telle sorte que la structure globale est plus ferme, la performance mécanique du commutateur est améliorée, et la durée de vie du commutateur est prolongée.
Patent WO-2022133677-A1 (WO)
Inventor: FU ZHE
IPC: H04W36/00
Filed: 2020-12-21
Abstract: Disclosed are a cell selection method and apparatus, and a terminal and a storage medium, which relate to the technical field of communications. The method comprises: after a first cell or a first frequency point that supports a target slice is determined, executing a connection process for the first cell or a cell corresponding to the first frequency point. By means of the technical solution provided in the embodiments of the present application, during the process of executing cell switching, a terminal takes, as a priority condition for cell selection, whether to support a target slice, to perform one time switching in place, such that signaling overheads are saved on and a business service delay is shortened as compared with the situation that after a terminal device accesses an inappropriate cell, cell selection and switching need to re-performed.
Patent WO-2022105015-A1 (WO)
Inventor: QIAN JING
IPC: G06N3/04
Filed: 2020-12-25
Abstract: 本申请涉及一种人脸识别方法、系统、终端以及存储介质。包括：对动态视频进行人脸捕捉并截图，获取静态人脸图片；对所述静态人脸图片进行特征值提取，生成特征矩阵；将所述特征矩阵输入训练好的BP神经网络，通过所述BP神经网络输出人脸识别结果；所述BP神经网络包括输入层、隐含层以及输出层，输入数据从所述输入层的所有的神经元进入，在所述隐含层中进行计算，将计算结果输入所述输出层的每个神经元进行计算，得到人脸识别结果。本申请通过对人脸图片进行人脸特征提取，生成特征矩阵，并利用BP神经网络采用逆向传播算法进行人脸识别，能极大的提高人脸识别效率以及识别精度。
Patent WO-2022041625-A1 (WO)
Title: 驱动电路及家用电器
Inventor: LIU LISHU
IPC: H03K19/003
Filed: 2020-12-30
Abstract: 公开了驱动电路及家用电器，其中驱动电路（100）包括，信号处理电路（110），被配置为对输入信号进行处理，得到中间信号；第一输出电路（120）；第二输出电路（130）；选择电路（140），连接信号处理电路（110），被配置为根据输入信号控制信号处理电路（110）择一连接第一输出电路（120）或第二输出电路（130），以使第一输出电路（120）或第二输出电路（130）对中间信号进行处理，得到输出信号。通过上述方式，可以提高驱动电路的高低压控制信号的匹配度，同时避免驱动电路中贯穿短路现象。
Patent WO-2021143736-A1 (WO)
Title: Compositions and methods for controlled release of target agent
Inventor: CHAU YING
IPC: A61K47/36
Filed: 2021-01-13
Abstract: Provided are compositions and methods for controlled release of macromolecules (such as proteins and polypeptides). The composition comprises at least a first hydrogel forming polymer and at least a second hydrogel forming polymer. Also provided are methods for preparing and using the composition.
Patent WO-2022160086-A1 (WO)
Inventor: CHEN TENG
IPC: G09G3/36
Filed: 2021-01-26
Abstract: 提供了一种移位寄存器单元，包括：输入电路、第一控制电路、第二控制电路和输出电路。输入电路配置为在第二时钟信号线（CB1）、第一输入端（INPUT1）和第二控制节点（P2）的控制下，向第一控制节点（P1）提供第一时钟信号线（CK1）或第一电源线（VGH）的信号。第一控制电路配置为在第一控制节点（P1）和第二控制节点（P2）的控制下，向第一输出端（OUT1）提供第一电源线（VGH）或第二电源线（VGL）的信号。第二控制电路配置为在第一输出端（OUT1）的控制下，向第二输出端（OUT2）提供第一电源线（VGH）或第二电源线（VGL）的信号。输出电路配置为在控制信号线（CSL）和第二输出端（OUT2）的控制下，向第三输出端（OUT3）输出第一电源线（VGH）或第二电源线（VGL）的有效电平信号。在一帧时间内，第三输出端（OUT3）提供的有效电平信号的时长大于第二输出端（OUT2）提供的有效电平信号的时长。
Patent WO-2021164521-A1 (WO)
Title: Fully humanized monoclonal antibody that resists complement c5 molecule and application thereof
Inventor: TANG XIAOMIN
IPC: C12N5/10
Filed: 2021-01-29
Abstract: Disclosed is a fully humanized monoclonal antibody that resists a complement C5 molecule. In a cell lysis inhibition experiment, the antibody inhibits an antibody-sensitized CHO cell and red blood cell lysis, and may obviously enhance the survival rate of mice in the treatment of MRL/lpr lupus erythematosus mice, and symptoms such as proteinuria, glomerulus scores, interstitial inflammation, vasculitis, meniscus/necrosis and so on in the treatment group are obviously improved. The monoclonal antibody provided by the present invention can be used for preparing an autoimmune disease treatment drug.
Patent WO-2022160317-A1 (WO)
Title: Data processing method, apparatus and system
Inventor: WANG JINWEI
IPC: G11C16/06
Filed: 2021-01-30
Abstract: A data processing method, apparatus and system, which are used to optimize the particle arrangement means for a QLC flash memory array. The method comprises: a storage controller measures the popularity of historical data of a QLC flash memory array, and, according to the popularity and the remaining space in the QLC flash memory array, adaptively adjusts the space allocation in the QLC flash memory array between a memory cell configured in QLC mode and a memory cell configured in single level cell (SLC) mode, the memory cell configured in SLC mode being used for storing hot data, and the memory cell configured in QLC mode being used for storing cold data. Said solution enables space allocation to be more suitable for a current service scenario without exceeding the remaining space of a QLC flash memory array, so as to optimize the particle arrangement means for the QLC flash memory array, improve the universality of the QLC flash memory array for different service scenarios, and ensure the service processing effect as well as the storage performance of the QLC flash memory array.
Patent WO-2022012029-A1 (WO)
Inventor: FAN HAIMING
IPC: B82Y30/00
Filed: 2021-02-01
Abstract: 一种协同增强肝特异性的复合铁氧体纳米颗粒，所述复合铁氧体纳米颗粒同时有锰离子和乙氧苯基团，且乙氧苯基团与锰离子的摩尔百分比为25-60％，所述铁氧体纳米颗粒中锰离子和铁离子摩尔百分比为40-80％，表面有锰离子和乙氧苯基团的复合铁氧体纳米颗粒粒径范围为0.2-5nm。该复合铁氧体纳米颗粒，由于锰离子和乙氧苯基团协同作用增强了肝细胞特异性，从而实现对MRI成像中肝脏高特异性T1增强成像。
Patent WO-2022088551-A1 (WO)
Title: 吲唑类衍生物及其制备方法和应用
Inventor: FENG YAN
IPC: C07D401/14
Filed: 2021-02-04
Abstract: 提供了一类靶向IRAK4激酶蛋白降解的吲唑类衍生物、及其制备方法和应用。具体涉及式Ⅰ化合物、其制备方法、及其药物组合物和应用，其中所述Ra、Rb、Rc、Rd、Re、n、环A、环B、L、环C、X、W如说明书中所定义。所述化合物能够显著的降解细胞中的IRAK4激酶蛋白，可用作制备治疗和/或预防由IRAK4介导的相关疾病或病症的药物，如癌症、免疫性疾病和炎性疾病。
Patent WO-2021160121-A1 (WO)
Inventor: HE SHAOHENG
IPC: C12Q1/06
Filed: 2021-02-09
Abstract: La présente invention concerne l'utilisation de granulocytes basophiles à population de granulocytes en tant que marqueurs pour des maladies allergiques. Selon la présente invention, des granulocytes basophiles ont été classés en granulocytes basophiles de population de cellules mononucléaires et granulocytes basophiles de population de granulocytes et les granulocytes basophiles de la population de granulocytes ont été soumis à des recherches systématiques. Il a été découvert que les granulocytes basophiles de la population de granulocytes sont spécifiquement associés à des maladies allergiques et peuvent être utilisés pour diagnostiquer des maladies allergiques. Le procédé de diagnostic présente une bonne spécificité, rend la détection facile, est facile à populariser et à appliquer dans des cliniques.
Patent WO-2022021856-A1 (WO)
Inventor: MENG LINGLU
IPC: G06F9/455
Filed: 2021-02-19
Abstract: A method and apparatus for the online migration of a multi-disk virtual machine into different storage pools. The method comprises: constructing disk trees by using each active-state disk to be migrated of a virtual machine and a plurality of snapshot disks that are correspondingly generated by said active-state disk, so as to record the precedence relationship of generation times of a plurality of disks in the disk trees; migrating a memory snapshot file; and determining a target storage pool corresponding to said active-state disk, and respectively migrating the plurality of disk trees into corresponding target storage pools according to the precedence relationship of generation times of disks to be migrated in the disk trees. The problems of a low migration resource utilization rate and a low migration efficiency of a virtual machine caused in the prior art are solved, and when disks of a virtual machine are migrated, disks to be migrated can be migrated to different target storage pools according to actual situations, such that the migration efficiency and reliability of the virtual machine are improved.
Patent WO-2021227636-A1 (WO)
Title: Microservice processing method and apparatus, storage medium, and electronic device
Inventor: GAO WEIGUANG
IPC: G06F9/44
Filed: 2021-03-11
Abstract: A microservice processing method and apparatus, a computer readable storage medium, and an electronic device. The method comprises: acquiring a plurality of monolithic architecture project content (S110); determining whether the project content meets a first condition (S120); dividing the project content that meets the first condition into shared functional units and initial functional units according to a preset rule (S130); converting multiple initial functional units into initial service aggregation units (S140); and integrating multiple shared functional units into a shared service aggregation unit, wherein the initial service aggregation units can access the shared service aggregation unit (S150). While ensuring that the functions of multiple monolithic architectures can be achieved, the structure is clear, architectural stability is high, and the effects of facilitating the centralized management of multiple projects and adapting to an agile development iteration can be achieved.
Patent WO-2021190547-A1 (WO)
Inventor: WANG YONGSHENG
IPC: A61B18/02
Filed: 2021-03-24
Abstract: Provided is an improved atrial septal stoma device (100) for ablating tissue surrounding a perforation (501) on an atrial septum. The improved atrial septal stoma device (100) comprises a catheter body (20) and a stoma body (40) arranged at the distal end of the catheter body (20), wherein the stoma body (40) comprises a cryoballoon (42), with the outer wall of the cryoballoon (42) being provided with a stoma portion (420) in the circumferential direction thereof, and a lumen of the cryoballoon (42) being filled with a refrigerant, such that the stoma portion (420) makes contact with the tissue surrounding the perforation (501) to cause irreversible damage, so as to prevent the perforation (501) from healing or shrinking.
Patent WO-2021208762-A1 (WO)
Title: Data storage and query
Inventor: LI RUI
IPC: G06F16/2458
Filed: 2021-04-02
Abstract: Provided in the embodiments of the present description are a data storage method and apparatus, a data query method and apparatus, a server, and a medium. The storage method comprises: first detecting the type of transaction data; and if the data is first-type transaction data, it being necessary to first determine a target storage node, that matches the transaction data, in a blockchain, then store the transaction data in a private ledger of the target storage node, and then store digest information, generated by encrypting the transaction data, in other storage nodes in the blockchain to ensure the authenticity of the stored data while ensuring the privacy of storage of the first-type transaction data; and if the data is second-type transaction data, storing the transaction data in a public ledger of any storage node in the blockchain. The unified and automatic storage of the first-type transaction data and the second-type transaction data is realized.
Patent WO-2021258816-A1 (WO)
Inventor: XU ZHENFENG
IPC: F04D25/08
Filed: 2021-04-13
Abstract: A protective suit having an air supply device (30), comprising an upper garment part (10), a lower garment part (20) and a transparent head cover which are integrally provided; the upper garment part (10) is provided with a breathing tube in communication with the internal environment of the protective suit, an air inlet of the breathing tube is in communication with the air supply device (30), and an exhaust filter device is provided at the top of the transparent head cover. The protective suit has an excellent protection effect, and the air supply device (30) is in communication with the interior of the protective suit, effectively reducing the stuffiness feeling caused by long-time wearing of a closed protective suit; further, a battery (107) is provided inside the air supply device (30), a battery cover (105) is provided on a side of the air supply device (30), achieving a strong bearing capacity, so that the large-capacity battery (107) having a large weight can be used according to needs; in addition, a filter box in the air supply device (30) is convenient to detach, has a strong sealing performance, and is suitable for medical use.
Patent WO-2022021946-A1 (WO)
Inventor: ZHANG CHEN
IPC: H01M4/86
Filed: 2021-04-15
Abstract: A composite electrode material for an oxygen reduction reaction, a preparation method and use thereof. The composite electrode comprises a conductive substrate material and a catalyst-binder mixed material coated on the surface of the conductive substrate material; the catalyst-binder mixed material is a mixed solid of a binder and a metal-dual-nano carbon catalytic material. Two or more kinds of nano carbon are used in combination as catalyst carriers, greatly increasing the electrical conductivity and the specific surface area; charge separation between the nano carbons is caused by the difference between the Fermi energy levels of the two, improving the overall catalytic activity of the cathode; the high catalytic activity catalyst can accelerate the reduction reaction of the oxygen on the cathode, improving the discharge performance of the cathode; and thus dissolved oxygen in media such as seawater can be used for discharge, achieving high power density and energy density. When tested in a low oxygen environment, the catalyst still has good low oxygen response ability and shows good low oxygen catalytic performance.
Patent WO-2021209029-A1 (WO)
Inventor: ZHANG PENGFEI
IPC: H04W48/18
Filed: 2021-04-16
Abstract: 提供了一种网络选择方法及终端，该方法包括：获取签约独立的非公共网络SNPN的关联信息，以及，签约SNPN的关联信息的优先级信息；根据签约SNPN的关联信息以及关联信息的优先级信息，进行SNPN选择。
Patent WO-2021227829-A1 (WO)
Inventor: WEN RONGHUI
IPC: H04W72/04
Filed: 2021-04-23
Abstract: 本申请实施例公开了一种通信方法和通信装置，用于终端设备在对应资源上监测控制信道，实现网络设备和该类型终端设备之间的通信。第一终端设备在W个REGbundle中的个REGbundle上或M个REGbundle对应的M个CCE资源上，监测第一控制信道。在该方案中，网络设备能够为第一终端设备和第二终端设备配置控制信道的资源，第一终端设备与第二终端设备属于不同类型的终端设备，从而可以在不影响第二终端设备通信资源的同时，保证第一终端设备的通信可靠性。
Patent WO-2021258846-A1 (WO)
Inventor: WANG XINQUAN
IPC: D04B1/10
Filed: 2021-04-26
Abstract: Disclosed in the present invention are an imitated carved knitted fabric and a weaving method therefor. The weaving method comprises: linking a float stitch and a purl stitch; weaving a bird's eye-interlaced stitch on a back plate needle bed BB by using an A-color yarn and a B-color yarn, the needle position of the needle bed being needle-to-needle, and weaving same to form a first knitted fabric; and weaving a rib stitch and a front bed stitch by using the A-color yarn, weaving the float stitch and the purl stitch by using the B-color yarn, the needle position of the needle bed being needle-to-tooth, and weaving same to form a second knitted fabric. Further disclosed in the present invention is an imitated carved knitted fabric. The present invention has a simple design, allows convenient weaving, can weave carved patterns which are novel and have strong stereo perception, and can completely imitate or replace manual and embroidery machine sewing.
Patent WO-2022142026-A1 (WO)
Inventor: WANG HAO
IPC: G06N3/08
Filed: 2021-04-29
Abstract: 本申请为一种分类网络构建方法以及基于分类网络的分类方法，涉及人工智能中的神经网络技术领域，包括：获取携带分类标签的训练样本以及包括速度导向的初始隐藏层的初始全连接网络；将训练样本输入初始全连接网络，得到初始模型梯度；当初始模型梯度大于预设梯度阈值时，在初始全连接网络中接入速度导向的预设隐藏层，以初始模型梯度为标签，通过训练数据对预设隐藏层进行迭代训练，得到目标模型梯度；当目标模型梯度大于预设梯度阈值时，将目标模型梯度作为新的初始模型梯度；返回在初始全连接网络中接入速度导向的预设隐藏层的步骤，直到目标模型梯度小于或者等于预设梯度阈值，得到已训练的分类网络。