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Seeding Diversity into AI Art 在AI艺术中植入多样性
Pub Date : 2022-05-02 DOI: 10.48550/arXiv.2205.00804
Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis
This paper argues that generative art driven by conformance to a visual and/or semantic corpus lacks the necessary criteria to be considered creative. Among several issues identified in the literature, we focus on the fact that generative adversarial networks (GANs) that create a single image, in a vacuum, lack a concept of novelty regarding how their product differs from previously created ones. We envision that an algorithm that combines the novelty preservation mechanisms in evolutionary algorithms with the power of GANs can deliberately guide its creative process towards output that is both good and novel. In this paper, we use recent advances in image generation based on semantic prompts using OpenAI's CLIP model, interrupting the GAN's iterative process with short cycles of evolutionary divergent search. The results of evolution are then used to continue the GAN's iterative process; we hypothesise that this intervention will lead to more novel outputs. Testing our hypothesis using novelty search with local competition, a quality-diversity evolutionary algorithm that can increase visual diversity while maintaining quality in the form of adherence to the semantic prompt, we explore how different notions of visual diversity can affect both the process and the product of the algorithm. Results show that even a simplistic measure of visual diversity can help counter a drift towards similar images caused by the GAN. This first experiment opens a new direction for introducing higher intentionality and a more nuanced drive for GANs.
本文认为,由符合视觉和/或语义语料库驱动的生成艺术缺乏被认为是创造性的必要标准。在文献中确定的几个问题中,我们关注的是这样一个事实,即在真空中创建单个图像的生成对抗网络(gan)缺乏关于其产品与先前创建的产品有什么不同的新颖性概念。我们设想,一种将进化算法中的新颖性保存机制与gan的力量相结合的算法可以有意识地引导其创造性过程走向既好又新颖的输出。在本文中,我们使用OpenAI的CLIP模型使用基于语义提示的图像生成的最新进展,通过短周期的进化发散搜索中断GAN的迭代过程。然后使用进化的结果继续GAN的迭代过程;我们假设这种干预将导致更多新颖的产出。我们使用带有局部竞争的新颖性搜索来测试我们的假设,这是一种质量多样性进化算法,可以增加视觉多样性,同时保持对语义提示的遵守形式的质量,我们探索了视觉多样性的不同概念如何影响算法的过程和结果。结果表明,即使是简单的视觉多样性测量也可以帮助抵消GAN引起的对相似图像的漂移。第一个实验为引入更高的意向性和更细致的gan驱动开辟了一个新的方向。
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引用次数: 3
Penerapan Metode Scrum pada Pembuatan Aplikasi Sistem Tanda Tangan Digital dengan QR Code Berbasis Website Scrum应用程序创建数字签名系统与基于web的QR代码
Pub Date : 2022-04-14 DOI: 10.54895/intech.v3i1.1175
Cahya Kamila
Sign systems that are still traditional are considered less effective and are starting to be replaced by digital because they can save resources and time compared to having to meet in person the traditional way. According to several studies that have been reviewed previously, the use of digital signatures using a QR Code based on a website has proven to be effective and efficient to implement. At this time the use of digital signatures has begun to be used in various places, because signatures that are done manually using a wet pen are considered less efficient because it requires a long process and is easy to manipulate, which causes the validity of the signature to decrease. . With these problems, we developed a Website-Based Digital Signature System for the Informatics and Computer Engineering Education Study Program, State University of Jakarta by applying the scrum method. Scrum is an additional responsive framework for developing software and managing product or application development. Scrum is a complex process in which many factors affect the final result. Based on our development, we conclude that it is proven that the existence of a website-based signature application using a QR Code can make the signature process more efficient and effective and can increase the level of validity of the signature because QR Codes are difficult to manipulate. that we created can be applied in many places and reduce the problem of the length of the process of requesting a signature.
传统的标识系统仍然被认为效率较低,并且开始被数字系统所取代,因为与必须亲自见面的传统方式相比,它们可以节省资源和时间。根据之前回顾的几项研究,使用基于网站的QR码的数字签名已被证明是有效和高效的。此时数字签名的使用已经开始在各个地方使用,因为使用湿笔手工完成的签名被认为效率较低,因为它需要一个漫长的过程,并且易于操作,从而导致签名的有效性降低。针对这些问题,我们应用scrum方法为雅加达国立大学信息学与计算机工程教育研究项目开发了一个基于网站的数字签名系统。Scrum是另一个用于开发软件和管理产品或应用程序开发的响应式框架。Scrum是一个复杂的过程,其中许多因素会影响最终结果。基于我们的开发,我们得出的结论是,事实证明,使用QR码的基于网站的签名应用程序的存在可以使签名过程更加高效和有效,并且可以提高签名的有效性,因为QR码难以操作。我们创建的方法可以应用于许多地方,并减少请求签名过程的长度问题。
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引用次数: 0
PENGGUNAAN VIRTUAL PRIVATE NETWORK (VPN) PADA PT SEMEN BATURAJA (PERSERO) TBK.
Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1267
Ocka Dharma Putra, Destiarini Destiarini, Abdul Rahman, Achmad Azhari, Safaruddin Safaruddin
Seiring kemajuan teknologi informasi dan telekomunikasi  dan juga maraknya penggunaan internet sangat banyak perusahaan yang beralih menggunakan internet sebagai bagian  dari sebuah jaringan mereka dalam menghemat suatu biaya. Akan tetapi permasalahan dalam keamanan masih menjadi salah satu factor utama. Dalam mengatasi suatu masalah keamanan tersebut peneliti menawarkan sebuah solusi berupa sebuah system yang disebut  virtual rivate network (VPN) Sehingga  dapat diakses oleh para karyawan PT. Semen Baturaja. Metode yang terdapat dalam system ini adalah metode PPTP ( Point To Point Tunneling Protocol), L2TP, Tunneling Protocol, Remote procedure Call (RPC). Dengan adanya sistem Virtual Private Network (VPN) dapat memudahkan akses jaringan untuk para karyawan pt semen baturaja sebagai fasilitas agar para karyawan dapat terhubung ke jaringan local dimana pun mereka berada.Seiring kemajuan teknologi informasi dan telekomunikasi  dan juga maraknya penggunaan internet sangat banyak perusahaan yang beralih menggunakan internet sebagai bagian  dari sebuah jaringan mereka dalam menghemat suatu biaya. Akan tetapi permasalahan dalam keamanan masih menjadi salah satu factor utama. Dalam mengatasi suatu masalah keamanan tersebut peneliti menawarkan sebuah solusi berupa sebuah system yang disebut  virtual rivate network (VPN) Sehingga  dapat diakses oleh para karyawan PT. Semen Baturaja. Metode yang terdapat dalam system ini adalah metode PPTP ( Point To Point Tunneling Protocol), L2TP, Tunneling Protocol, Remote procedure Call (RPC). Dengan adanya sistem Virtual Private Network (VPN) dapat memudahkan akses jaringan untuk para karyawan pt semen baturaja sebagai fasilitas agar para karyawan dapat terhubung ke jaringan local dimana pun mereka berada.
随着信息技术和电信技术的发展,以及互联网的广泛使用,许多公司转向互联网作为其网络的一部分,以节省成本。然而,安全问题仍然是主要因素之一。为了解决这一安全问题,研究人员提出了一种系统的解决方案,即所谓的虚拟rivate网络(VPN),以便让PT.砂岩的员工能够访问它。该系统中的方法包括PPTP方法(点到点Tunneling协议)、L2TP、Tunneling协议、远程进程调用(RPC)。有了虚拟网络(VPN),员工可以方便使用混凝土水泥管道的网络,这样他们就可以连接到任何地方的网络。随着信息技术和电信技术的发展,以及互联网的广泛使用,许多公司转向互联网作为其网络的一部分,以节省成本。然而,安全问题仍然是主要因素之一。为了解决这一安全问题,研究人员提出了一种系统的解决方案,即所谓的虚拟rivate网络(VPN),以便让PT.砂岩的员工能够访问它。该系统中的方法包括PPTP方法(点到点Tunneling协议)、L2TP、Tunneling协议、远程进程调用(RPC)。有了虚拟网络(VPN),员工可以方便使用混凝土水泥管道的网络,这样他们就可以连接到任何地方的网络。
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引用次数: 0
RANCANG BANGUN SISTEM INFORMASI RAPORT SISWA BERBASIS WEB PADA SEKOLAH MENENGAH KEJURUAN 设计一种基于WEB的学生强奸信息系统的职业高中
Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1285
Ahlis Noor Kholili
Sistem manajemen penilaian raport pada Sekolah Menengah Kejuruan NU Al Hidayah di Kabupaten Kudus belum sepenuhnya terkomputerisasi. Permasalahan pada sistem yang berjalan saat ini yaitu dalam satu sekolah terdapat 193 siswa dan masing-masing mempunyai nilai yang berbeda-beda. Tidak jarang penyimpanan nilai siswa dicatat dikertas dan disimpan secara konvensional, sehingga banyak hal yang dirasa menghawatirkan oleh sekolah diantaranya faktor binatang (rayap), kebakaran, sehingga berdampak pada saat membutuhkan dokumen nilai tiap angkatan membutuhkan waktu yang sangat lama dalam pencarian dokumen. Adapun tujuan dari penelitian ini adalah untuk memudahkan dan mempercepat input nilai raport oleh wali kelas dengan menggunakan sistem berbasis website pada SMK NU Al Hidayah Kudus. Untuk memenuhi kebutuhan sistem maka di butuhkan metode survey dan metode analisis elisitasi yang menghasilkan 33 butir fungsional dan dua butir non fungsional. Sedangkan rancangan model sistem ini menggunakan orientasi objek (Unified Modeling Language) dan implementasinya menggunakan bahasa pemograman PHP serta database MySQL. Dengan demikian sistem berbasis komputer ini dapat mempermudah dalam proses penilaian serta dapat dilakukan dengan cepat dan akurat.
圣区奴希达亚职业高中的拉博评估系统还没有完全电脑化。目前现行制度的问题在于一所学校有193名学生,每一所学校的成绩都不一样。学生价值存储被记录下来并传统保存下来是很常见的,这使得学校里的许多东西都很令人担忧,其中包括动物因素、火灾,以及在需要很长时间的文书工作时产生的影响。此外,本研究的目的是使用SMK NU Al Hidayah holy上的基于网站的网站系统,方便和加快班主任的拉波价值输入。为了满足系统的需求,我们需要一种调查方法和长生不老药分析方法,它能产生33个功能性条目和2个非功能性条目。然而,该系统模型的设计使用目标定位(统一建模语言),并采用PHP编译语言和MySQL数据库实现。因此,基于计算机的系统可以使评估过程更容易,也可以快速准确地执行。
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引用次数: 0
Analisis Teknik Entity-Relationship Diagram dalam Perancangan Database Sebuah Literature Review 分析技术实体关系图dalam Perancangan数据库Sebuah文献综述
Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1261
Khoulah 'Afiifah, Zaimah Fira Azzahra, Azaroby Dwi Anggoro
There are many techniques used in database design. One of them is entity relationship diagram technique. ERD is one of the main diagrammatic representations of the conceptual data model that reflects the data requirements of users in a database system. ERD is also the first stage in database design. There are several things that must be considered in making an ERD for database design including, each database must have entities that are interconnected by relationships and each entity must have attributes consisting of a primary key as a characteristic of the entity and descriptive attributes. Many users have failed to create a database due to errors in the ERD creation. These errors can be conceptual errors, procedural errors, or technical errors. Therefore, this paper was made using the SLR method, namely by reviewing various kinds of references that discuss database design and then drawing conclusions, to make it easier for users to overcome problems that occur when making ERD and when implementing it.
数据库设计中使用了许多技术。其中之一就是实体关系图技术。ERD是反映数据库系统中用户数据需求的概念数据模型的主要图表表示形式之一。ERD也是数据库设计的第一阶段。在为数据库设计制作ERD时必须考虑几件事,包括每个数据库必须具有通过关系相互连接的实体,每个实体必须具有由作为实体特征的主键和描述性属性组成的属性。由于创建ERD时出现错误,导致很多用户创建数据库失败。这些错误可以是概念错误、程序错误或技术错误。因此,本文采用SLR法,即通过查阅各种讨论数据库设计的参考文献,然后得出结论,以便于用户在制定和实施ERD时更容易克服遇到的问题。
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引用次数: 0
Penggunaan Voice Over Internet Protocol (VOIP) dengan MPLS di PT. Semen Baturaja 彭古南互联网语音协议(VOIP)邓根MPLS di PT. Semen Baturaja
Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1252
Imam Syaifudin, Abdul Rahman, Destiarini Destiarini, Achmad Azhari, Safaruddin Safaruddin
Teknologi VOIP yang digunakan pada PT. Semen Baturaja (Persero) adalah IP PBX yang terkoneksi lanngsung dengan MPLS indosat. VOIP merupakan singkatan dari Voice Over Internet Protocol atau juga bisa dinamakan sebagai IP Telephony, Digital Phone, atau Internet Telephony. Teknologi ini digunakan untuk berkomunikasi secara jarak jauh dengan memanfaatkan koneksi internet. Dalam penulisan tugas akhir artikel ini mengunakan metode observasi, interview dan literatur. Dengan menggunakan VOIP sebagai komunikasi suara pada PT. Semen Baturaja dapat membberikan keuntungan dan kemudahan dalam melakukan komunikasi dengan cabang perusahaan yang ada di kota lain terutama dari segi biaya. VoIP memiliki keunggulan yang tidak dimiliki oleh PSTN (Public Switched Telephone Network). VOIP sudah banyak diterapkan ke dalam berbagai macam pemanfaatan standar dan juga protocol yang bersifat open source. PT. Semen Baturaja (Persero) telah menggunakan VOIP untuk dapat berhubungan dengan mudah dan baik, untuk itu saya tertarik untuk mendalami apa itu VOIP di PT Semen Baturaja. IP Telephony Internet Telephony Broadband Telephony atau diistilahkan dengan VoIP (Voice Over Internet Protocol) merupakan teknologi yang memanfaatkan Internet Protocol untuk menyediakan komunikasi suara secara elektronis dan real-time.
VOIP技术用于PT so水泥(Persero),是一个与MPLS indosat相连的PBX IP。VOIP是互联网语音协议的缩写,也可以被称为IP电话、数字电话或互联网电话。这项技术被用来利用互联网连接进行远程通信。在写这篇文章的最后任务时,使用观察、采访和文学的方法。利用VOIP作为意见与意见通到大石块水泥公司,可能会带来好处和便利,在与其他城市的分支机构进行沟通主要是基于成本的。VoIP有一个公共电话网络所没有的优势。VOIP已用于各种标准利用以及开源协议。潘泰文(Persero)一直在使用VOIP来方便和良好地连接,因此我被king stone PT的VOIP所吸引。互联网电话IP电话宽带电话或VoIP协议是一种利用互联网协议提供电子和实时语音通信的技术。
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引用次数: 1
Deep Learning-Based Visual Defect Inspection System for Pouch Battery Packs 基于深度学习的袋式电池组视觉缺陷检测系统
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_5
Xu Wang, Pan Cheng
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引用次数: 0
MCPR: A Chinese Product Review Dataset for Multimodal Aspect-Based Sentiment Analysis MCPR:面向多模态面向情感分析的中文产品评论数据集
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_8
Carol Xu, Xuan Luo, Dan Wang
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引用次数: 0
Solving a Cloze Test for Generative Commonsense Question Answering 解决生成常识性问答的完形填空测试
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_2
Xuan Luo, Yihui Li, Ruifeng Xu
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引用次数: 0
Path Planning for Mobile Robots Based on Improved Ant Colony Algorithm 基于改进蚁群算法的移动机器人路径规划
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_1
Jie Zhang, X. Pan
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引用次数: 4
期刊
Intech
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