Convolutional Neural Networks Untuk Pengenalan Wajah Secara Real-time

Identifikasi identitas individu melalui pengenalan wajah secara otomatis merupakan suatu persoalan besar yang menarik dan banyak sekali berbagai macam pendekatan untuk menyelesaikan persoalan ini. Apalagi di dalam skenario kehidupan nyata yang tidak terkontrol, wajah akan terlihat dari berbagai sisi dan tidak selalu menghadap ke depan yang membuat permasalahan klasifikasi menjadi lebih sulit diselesaikan. Dalam Tugas Akhir ini digunakan salah satu metode deep neural networks yaitu Convolutional Neural Networks (CNN) sebagai pengenalan wajah secara real-time yang sudah terbukti sangat efisien dalam klasifikasi wajah. Metode diimplementasikan dengan bantuan library OpenCV untuk deteksi multi wajah dan perangkat Web Cam M-Tech 5MP. Dalam penyusunan arsitekur model Convolutional Neural Networks dilakukan konfigurasi inisialisasi parameter untuk mempercepat proses training jaringan. Hasil uji coba dengan munggunakan konstruksi model Convolutional Neural Networks sampai kedalaman 7 lapisan dengan input dari hasil ekstraksi Extended Local Binary Pattern dengan radius 1 dan neighbor 15 menunjukkan kinerja pengenalan wajah meraih rata-rata tingkat akurasi lebih dari 89% dalam ∓ 2 frame per detik

Upaya Pemerintah Untuk Mewujudkan Kesetaraan Kemandirian Dan Kesejahteraan Difabel Di Kabupaten Klaten ( Implementasi Peraturan Daerah Kabupaten Klaten No. 2 Tahun 2011 Tentang Kesetaraan Kemandirian Dan Kesejahteraan Difabel )

Indonesia is a country where every law that citizens have rights andobligations which should be protected by law. A right is something that is inherentto the human being, not only a perfect man but also inherent to the human beingless than perfect (disabled). This needed protection which guaranted the rights ofthe disabled to realize equality, independence and disabled priority in KlatenRegency.Regional Regulation of Klaten Regency no. 2 of 2011 on Equality,Independence, and Disabled Prosperity as the basic of law about education,health, employee, social-politics, economy, and culture for the better future ofdisabled in Klaten Regency. This study discuss about the policy study to analyzehow Klaten Regency Government actualize the regional regulation by qualitativedescriptive methode. This study was held in Klaten Regency, Central Java. Bydata collection of interview and documents.Researcher found in Regional Regulation of Klaten Regency no. 2 of 2011on Equality, Independence, and Disabled Prosperity about policy implementationvariabels that influence the implementation performance of Klaten RegencyGovernment effort to create equality and disabled prosperity. At this study, Paguyuban Penyandang Cacat Klaten (PPCK) were been the mediator to regionalregulation implementation. Factors restricting the research is not yet evenlysocialization of local regulations to the disabled and limited budgets in support ofimplementation of the change. Recommendations of the researcher is to saw thefinancial resources and cooperation between the various parties to support theimplementation of local regulations and thorough socialization from Governmentto society in order to identify their contents nor diffable of regional regulationsand created a good relationship between the Government with the disabled

Analisis Peran Lembaga Ombudsman Daerah (Lod) Provinsi Daerah Istimewa YOGYAKARTA Dalam Penanganan Pengaduan Tentang Pelayanan Pendidikan Periode 2012-2014

One of the major issues in today\u27s democratic system is how the orientation of the government in carrying out the functions and responsibilities of the service to its citizens. One of the responsibilities that should be provided by government to its citizens is a ministry of education for all classes. But the educational services are colored by various forms of maladminsitrasi practices that result in harm to the community. The Government has established an independent state agency in charge of overseeing the implementation of public service. In order to supervise the performance of public officials in the region organizers established the Regional Ombudsman. Its role as a watchdog of public service make the Regional Ombudsman Institution as a forum for public complaints for acts of administrative irregularities committed by officials of public service providers. LOD DIY in performing duties and functions authorized to conduct an investigation, asking for clarification and provide recommendations to the regional administration. Role of the Regional Ombudsman is essential in order to promote and to realize good local governance and clean, and free from corruption, collusion and nepotism, abuse of authority and arbitrary actions that create clean and good governance

Analisis Akuntabilitas Politik Reses, Studi Tentang Kegiatan Reses Anggota DPRD Provinsi Jawa Tengah

Recess as one vertically upward aspirations of the people to the government , through the Central Java Provincial Parliament visits to selected areas (constituencies) . Mechanisms are rarely recess in the publication , as well as the rationality of the implementation and budgeting are less accommodate the aspirations of society , it will be a problem of political accountability as well as the development and welfare of the people of Central Java . Communication patterns that do board members when the recess is also not clear , so it was less than the maximum aspiration .Based on these problems the research is intended to determine the mechanism of the Central Java Provincial Parliament recess actual , political accountability and review . The method used in this study is a qualitative research method . With the primary data source through in-depth interviews with relevant parties , such as the Central Java Provincial Parliament and their constituents . Then the kinds of observations , and collect the documents necessary to be able to assess the problem.The results of this study , namely , the method recess DPRD members in part of Central Java province varied enough to be able to capture the aspirations constituents , be it to do with the budget , social issues , Government policy , as well as other problems . Then the initiative of the board members to continue and fight for these aspirations to be accommodated is still minimal , only a few members who can realize it . Overall conclusion is that political accountability activities Recess Central Java Provincial Parliament still less when viewed from several aspects of public accountability of Parliament to the public administration

PELAYANAN PUBLIK DI KANTOR SAMSAT (Studi Tentang Persepsi Wajib Pajak Terhadap Pelayanan Pajak Kendaraan Bermotor Dan Bea Balik Nama Kendaraan Bermotor Bulan April 2013 Di Kantor Sistem Administrasi Manunggal Satu Atap (SAMSAT/UP3AD) Kabupaten Grobogan)

This research will discuss about the existing public service in government agencies, particularly the SAMSAT Office of Grobogan. In this context see if the service provided by SAMSAT Office of Grobogan Regency has been of good quality or not. Quality public services that will be studied based on the principle of public service by Peraturan Menpan No. 36 Tahun 2012 and refers to the components the standards of public service in accordance with UU No. 25 Tahun 2009 tentang Pelayanan Publik. The end result of this research is the perception of the community as a respondent to the study of public service quality in SAMSAT Office of Grobogan Regency, which then can provide feedback suggestions to the promotion of quality public services in SAMSAT Office of Grobogan Regency particularly in the service of payment the PKB and BBNKB. Based on research results this, public service which exist in the SAMSAT Office of Grobogan Regency already good, indicated by the high level of public satisfaction with services and payment agreements PKB and BBNKB by existing services officer. The services provided are in accordance with the standards established service operations and service complaints are rarely found by the taxpayer, if there is a direct complaint could be resolved in accordance with the duties and functions of each official

Evaluasi Pelaksanaan Kebijakan Pengembangan USAha Agribisnis Perdesaan (Puap) Di Kecamatan Batang Kabupaten Batang

Study on Evaluation of Rural Agribusiness Development Policy (PUAP) in the District of Batang, Batang county is a fairly interesting discussion in line with the policies of poverty alleviation in rural areas.Developing countries such as Indonesia have major problems, namely poverty and unemployment, especially in rural areas. Therefore, the Ministry of Agriculture of the Republic of Indonesia issued Regulation of the Minister of Agriculture No. 16 / Permentan / OT.140 / 2/2008 on February 11, 2008 on general guidelines for Rural Agribusiness Development (PUAP) to overcome the limitation of capital sources for farmers. In the framework of the implementation of PUAP Minister of Agriculture has established a Rural Agribusiness Development Team of the Minister of Agriculture No. 545 / Kpts / OT.160 / 9/2007. Batang district is the recipient of funds. In the implementation of the Rural Agribusiness Development Policy (PUAP) also implemented by the Denasri Wetan sub district, Kasepuhan sub district, and Sambong sub district. The activities of the Rural Agribusiness Development Policy (PUAP) are savings and loans. Therefore, the formulation of the problem in this research is "How do the Implementation of Rural Agribusiness Development Policy (PUAP) Denasri Wetan sub district, Kasepuhan sub district, and Sambong sub district?" And "What are the factor that support and obstacle in the implementation of developing an Agribusiness rural areas (PUAP) policy in Denasri Wetan sub district, Kasepuhan sub district, and Sambong sub district? ".This type of research is a qualitative descriptive type. The primary data source was obtained through interviews, observation, and documentation and secondary data sources obtained from the archives, books, journals and other sources. Mechanical analysis with analysis from various sources, data reduction, until the conclusion according to the results obtained from the field.From the results of research conducted by the author, the conclusion that can be drawn from this study are: first, PUAP policy implemented by the 162 villages and sub-districts in Batang. In the study sites, Denasri Wetan sub district is categorized very good in the implementation of policies, but both of the comparative sub-districts such as Kasepuhan sub district and Sambong sub district are still developing and encountering some obstacles in its implementation. Second, supporting factors and obstacles of implementing the Policy Board PUAP derived from Gabungan Kelompok Tani (Gapoktan) and the user community themselves.Advice that can be given by author to relevant agencies namely the Executive Agency and the Food Security Extension (BP2KP) and Supervisor Mitra Tani (PMT) are continuing to improve, maintain performance and cooperation between actors in the monitoring and evaluating of policies PUAP Gapoktan organizers and together provide the best solutions to the problems that arise in the field. Whereas, recommendation for further research is the author can analyze the user community dependence Direct Community Assistance (BLM) PUAP toward PUAP funds from the government

Analisis Perilaku Memilih Pada Pemilihan Umum Legislatif 2014 (Studi Kasus Pada Masyarakat Kelurahan Kranggan, Semarang Tengah)

Election is one manifestation of democracy, where the principle of democracy itself is giving a voice to the people. Reality is happening in Indonesia is very much different, the results of the elections that have been held so far have not reaped considerable positive impact for the people. Indonesia is a country that is fairly consistent in holding elections, the electoral system used is proportional system, where the system is the number of seats obtained by a political party or group in accordance with the number of votes obtained from the public. Voting behavior of people in Indonesia can be categorized into several approaches, namely structural, sociological, ecological, social psychology, and rational choice. But the Indonesian people from voting as a psychological pride, such as fulfilling the obligation as citizens, confirms the identity of the group, and showed loyalty to the party. Most residents also use their voting rights based on the information that is incomplete and inaccurate, as tradition, ideology, and the image of the party. Voting behavior can be sized to describe how people make choices in elections and also can show how much the political participation of the people who do. Kelurahan Kranggan which became one of the region's economy in Semarang which cause the majority of the work was hailed by the people as a trader. In this Kranggan village also found the results of legislative elections in 2014 are unique, political party PDIP almost absolute win in this village. Based on this phenomenon the authors are interested in doing research on the behavior of selecting Kranggan community, and classify the types of voters in this Kranggan village. Research is carried out by distributing questionnaires to 100 respondents consisting of voters who have registered as voters for the legislative elections of 2014. The analysis technique used in this research is descriptive analysis, analysis and crosstab analysis frequencies

Analisis Peran Aktor Dalam Pemekaran Kabupaten Brebes

IONOpportunities of the policy about the expansion which protected by UU No. 32 of 2004 article 4-8 and PP No. 78 of 2007 made a lot of local and regional elites take an advantage of these opportunities, as well as the southern of Brebes region. The expansion discourse that several years dim come back arise after the election 2012. Although, the pros and contras coloring of the expansion discourse in brebes regency, but the expansion cannot be happened without the actors role to achieve expansion. Therefore, the formulation of the problem in this this research is "Who are the actors involved in the expansion plan of Brebes regency?", "What did the actors do in the expansion plan of Brebes regency ?" and "What is the purpose to be achieved from the expansion of Brebes?".This research aims to identify the actors and their activities in the expansion plan of Brebes regency and the goals of the expansion. The method used is descriptive qualitative. The primary data source was obtained through interview with snowball sampling technique, and secondary data from document, archive and other sources related to the research. Analysis techniques using analysis of qualitative data which is the analysis in the form of description, illustration and drawing conclusions on the problem analysed.From the results of this research, be discovered that the idea of expansion of Brebes regency is already discussed in 1963 by H.S.A Basori, a member DPR-GR of the Brebes District. Post-reform, demands of expansion continued by other South Brebes figures consisting of religious leaders / organizations, politicians, academics and NGO activists, Head of the Village and BPD. In the struggle, the actors make a structure dan give a socialization. While the path used is Informal and Formal. The purpose is effective and efficient services, accelerate development, manage and develope a potential in the south region, ease community control to governance, get a central funding and economic motives.The suggestion that can be given, among others; actor to continue to comply with Regulation 78 of 2007 in the process of expansion, don't leave the relevant institutions such as camat, and had to leave his ego so that the expansion process can be done well. While the recommendation for next researcher are able to see from the side of the internal conflict in the stewardship and how the readiness of the southern region community if the expantion is really happening