摘要：【中文】本申请公开了一种图像质量检测方法、装置、电子设备和存储介质，该图像质量检测方法包括：对获取的目标图像进行局部秩变换，得到局部秩图像；根据所述局部秩图像，获得局部秩特征；根据所述局部秩特征以及预先训练得到的图像质量检测模型，得到所述目标图像的质量分值；根据所述质量分值，确定所述目标图像的质量。本申请实施例的技术方案对于图像中的模糊度和噪声水平有很精准的预测，提高了图像质量检测效果。 【EN】The application discloses an image quality detection method, an image quality detection device, an electronic device and a storage medium, wherein the image quality detection method comprises the following steps: carrying out local rank transformation on the obtained target image to obtain a local rank image; obtaining a local rank characteristic according to the local rank image; obtaining a quality score of the target image according to the local rank characteristics and an image quality detection model obtained through pre-training; and determining the quality of the target image according to the quality score. The technical scheme of the embodiment of the application has accurate prediction on the fuzziness and the noise level in the image, and improves the image quality detection effect.

摘要：本申请公开了一种知识图谱的文本生成方法及装置，方法包括：将预置知识图谱三元组基于重构算法转换为三元组序列，三元组序列包括索引和标签；基于预置堆叠GCN编码器对三元组序列对应的嵌入预训练词向量进行编码，得到编码特征向量；通过预置LSTM解码器对编码特征向量进行解码，得到文本特征向量，预置LSTM解码器包括上下文门控机制和注意力机制；根据预置复制注意力机制对文本特征向量进行单词生成操作，得到文本单词；采用预置波束搜索算法将文本单词以最佳序列生成文本语句，预置波束搜索算法包括覆盖率惩罚和长度归一化惩罚。本申请解决了现有技术易出现OOV问题，以及生成句子不忠于原输入的情况，导致生成的文本语句质量较差的技术问题。

摘要：本发明属于交通信号控制技术领域，公开了一种基于预测的自适应交通信号控制与诱导系统，包括：数据接收模块，获取电警数据、交通信号控制方案数据和GIS路网数据；数据处理模块，计算获取历史交通参数和交通信号控制方案数据库；预测模块，预测下一时刻的交通参数；诱导模块，计算最短路径并发送到诱导平台，通过GIS服务获取并显示诱导路网、经纬度和诱导信息详情；交通信号控制方案生成模块更新交通信号控制方案发送到信控平台，通过GIS服务获取并显示信控子区点位数据、经纬度和交通信号控制方案信息详情。本发明充分挖掘电警数据信息结合GIS服务，利用预测的交通状态参数调整信号控制参数和诱导信息，实现实时主动控制。

摘要：【中文】方法及系统提供支付项目，如商品及服务，由他人选择，通过支付卡的授权持有人进行，如交易的第三方，为第三方指定支付项目。因此，一个有效及授权的支付卡的购买，例如，直接地，在实际的信用卡持有者及卖方之间进行，以符合所述支付卡(支付卡发行者)的规则。 【EN】Methods and systems provide payment items, such as goods and services, selected by others, to be made by authorized holders of payment cards, such as third parties to transactions, to designate payment items for the third parties. Thus, the purchase of a valid and authorized payment card, for example, directly between the actual credit card holder and the seller, is made to comply with the rules of the payment card (payment card issuer).

摘要：【中文】本发明公开一种训练数据生成方法，获取真实数据图像，所述真实数据图像包括手写数字和打印字体，所述手写数字和所述打印字体混合组成真实数据图像；切分所述真实数据图像中的手写数字图像，对所述切分的手写数字图像进行二值化处理后划分到对应数字的手写数字图像库中，对于所述打印字体在公开字体库匹配打印字体库；根据所述真实数据图像中的数据格式获取所述对应数字的手写数字图像库中对应的手写数字图像和所述打印字体库中的打印字体生成训练数据。根据本方法，通过制作更加真实的手写数字图像库，和选择打印自字体库，使生成真实度更高的训练数据，提高最终识别模型的准确率。 【EN】The invention discloses a training data generation method, which comprises the steps of obtaining a real data image, wherein the real data image comprises handwritten numbers and printing fonts, and the handwritten numbers and the printing fonts are mixed to form a real data image; segmenting the handwritten digital image in the real data image, dividing the segmented handwritten digital image into a handwritten digital image library of corresponding numbers after binarization processing is carried out on the segmented handwritten digital image, and matching the printing fonts with a printing font library in an open font library; and acquiring the corresponding handwritten digital image in the handwritten digital image library of the corresponding number and the printing font in the printing font library according to the data format in the real data image to generate training data. According to the method, by making a more real handwritten digital image library and selecting a self-printing font library, training data with higher reality degree is generated, and the accuracy of the final recognition model is improved.

摘要：【中文】本发明公开一种证件图像的截取方法，所述证件包括特定图标，所述特定图标可被图标识别模型识别；所示图标识别模型获取所述特定图标的特征值，依据所述特征值获得所述证件的倾斜角度和边长；根据所述证件的倾斜角度和边长截取所述证件图像。根据本发明提供的证件图像截取方法，利用图标识别模型对证件中的特定图标进行识别，依据特定图标的特征值实现对证件图像的矫正和截取，避免了获取大量真实数据训练识别模型，从根本上解决了使用个人数据的法律风险，同时可以降低开发成本简化开发过程，利用本方法截取证件图像过程简单，截取的证件图像准确率高。 【EN】The invention discloses a method for intercepting a certificate image, wherein the certificate comprises a specific icon which can be identified by an icon identification model; the icon identification model acquires a characteristic value of the specific icon, and acquires the inclination angle and the side length of the certificate according to the characteristic value; and intercepting the certificate image according to the inclination angle and the side length of the certificate. According to the certificate image intercepting method provided by the invention, the specific icon in the certificate is identified by the icon identification model, and the certificate image is corrected and intercepted according to the characteristic value of the specific icon, so that a large amount of real data is prevented from being acquired, the identification model is trained, the legal risk of using personal data is fundamentally solved, the development cost can be reduced, the development process can be simplified, the certificate image intercepting process is simple by the method, and the intercepted certificate image is high in accuracy.

摘要：【中文】本发明涉及一种去除FPC覆盖膜的方法，包括：去除FPC外层绝缘膜，得到第一中间板；膨松处理，对所述第一中间板进行膨松处理，得到第二中间板；等离子处理，对所述第二中间板进行等离子处理，得到第三中间板；超声波振荡清洗处理，对所述第三中间板进行清洗，得成品。本发明通过去除FPC外层绝缘膜、膨松处理、等离子处理、振荡清洗，并在其中进行两次摩擦处理，能够有效去除FPC外层绝缘膜以及软胶，使得内层的铜导线可以清晰地露出，且不会出现采用水平切片方法研磨中一部分线路研磨到位，另一部分线路被研磨消失的情况，便于在FPC线路类品质缺陷时，直接观察线路的情况以确定失效原因，操作简单，耗时短、成本低，便于FPC线路类缺陷的分析。 【EN】The invention relates to a method for removing an FPC (flexible printed circuit) cover film, which comprises the following steps: removing the outer insulating film of the FPC to obtain a first middle plate; bulking, namely bulking the first intermediate plate to obtain a second intermediate plate; performing plasma treatment, namely performing plasma treatment on the second intermediate plate to obtain a third intermediate plate; and (4) ultrasonic oscillation cleaning treatment, namely cleaning the third intermediate plate to obtain a finished product. According to the invention, the FPC outer insulating film and the soft rubber can be effectively removed by removing the FPC outer insulating film, bulking treatment, plasma treatment and oscillation cleaning, and performing two times of rubbing treatment in the FPC outer insulating film, so that the inner layer copper conductor can be clearly exposed, and the condition that one part of circuits are ground in place and the other part of circuits are ground to disappear in the horizontal slicing method grinding process is avoided, so that when the FPC circuits have quality defects, the condition of the circuits can be directly observed to determine the failure reason, the operation is simple, the time consumption is short, the cost is low, and the analysis of the FPC circuits defects is facilitated.

摘要：【中文】本发明公开了一种图像文字的定位方法和装置，涉及计算机技术领域。该方法的一具体实施方式包括：利用文字定位模型获取目标图像中全部文字的位置信息；根据目标文字识别要素在目标图像中的位置特征，从全部文字的位置信息中确定目标文字识别要素对应的位置信息；根据目标文字识别要素分别在目标图像和模板图像中对应的位置信息和目标图像与模板图像之间的线性关系确定目标图像与模板图像之间的偏差系数；根据偏差系数和全部文字识别要素在模板图像中的位置信息确定每一个文字识别要素在目标图像中的位置信息。该实施方式降低了对模板图像的要求，提高了文字定位的准确率，提高了后续文字识别效率和文字识别效果。 【EN】The invention discloses a method and a device for positioning image characters, and relates to the technical field of computers. One embodiment of the method comprises: acquiring position information of all characters in a target image by using a character positioning model; according to the position characteristics of the target character recognition element in the target image, determining the position information corresponding to the target character recognition element from the position information of all characters; determining a deviation coefficient between the target image and the template image according to the corresponding position information of the target character recognition element in the target image and the template image and the linear relation between the target image and the template image; and determining the position information of each character recognition element in the target image according to the deviation coefficient and the position information of all the character recognition elements in the template image. The method and the device reduce the requirements on the template image, improve the accuracy of character positioning, and improve the subsequent character recognition efficiency and character recognition effect.

摘要：【中文】本发明提供一种空调器的控制方法、激光投射控制系统和空调器，所述控制方法包括：红外模组采集到用户手掌张开时，控制所述激光模组投射指定操作按键至所述用户手掌上，并在接收到所述指定操作按键的控制指令时，根据所述控制指令控制所述空调器的运行。本发明可实现在用户的手掌上投射用户预设的按键，用户不需要靠近特定区域，在自己的手掌上操作即可实现控制设备，解决现有技术中投影在特定区域造成操作不便的问题，能够提高用户控制的便利性和舒适性；此外，指定操作按键是用户根据日常习惯设定的常用按键，相比于将所有按键进行投影，更符合用户的实际需求，提升了人机交互体验，更加智能。 【EN】The invention provides a control method of an air conditioner, a laser projection control system and the air conditioner, wherein the control method comprises the following steps: when the infrared module collects that the palm of a user is opened, the laser module is controlled to project an appointed operation key to the palm of the user, and when a control instruction of the appointed operation key is received, the operation of the air conditioner is controlled according to the control instruction. The invention can realize that the keys preset by the user are projected on the palm of the user, the user can realize the control equipment by operating on the palm of the user without approaching to a specific area, the problem of inconvenient operation caused by projection in the specific area in the prior art is solved, and the convenience and comfort of user control can be improved; in addition, appointed operation button is the button commonly used that the user set for according to daily habit, compares in projecting all buttons, more accords with user's actual demand, has promoted human-computer interaction experience, and is more intelligent.

摘要：【中文】本申请提供了一种证件图像的识别方法，包括获取所述证件图像，基于文字定位模型对所述证件图像中文字所在的区域切片获得行切片图像和行切片图像的位置信息；根据所述位置信息对所述行切片图像分组；根据所述证件图像中的字段关键词按行出现的顺序，依次与行切片图像分组按顺序对应；基于文字识别模型对分组的所述行切片图像进行文字识别，获得每一组所述行切片图像中的文字；根据所述位置信息、字段关键词和字段关键词与所述分组的行切片图像对应关系输出所述证件图像的结构化文字信息。使用本方法获得的证件图像识别的结构化文字信息结果更加准确，可减少证件图像识别应用中的后期人工操作，提升工作效率。 【EN】The application provides a certificate image identification method, which comprises the steps of obtaining a certificate image, and slicing an area where characters are located in the certificate image based on a character positioning model to obtain a line slice image and position information of the line slice image; grouping the line slice images according to the position information; sequentially corresponding to the line slice image groups in sequence according to the sequence of the field keywords in the certificate image in the line appearance sequence; performing character recognition on the grouped line slice images based on a character recognition model to obtain characters in each group of line slice images; and outputting the structured character information of the certificate image according to the position information, the field keywords and the corresponding relation between the field keywords and the grouped line cutting images. The structured character information result of certificate image recognition obtained by the method is more accurate, the later manual operation in certificate image recognition application can be reduced, and the work efficiency is improved.