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DataWorks Plus
DataWorks Plus LLC is a privately held biometrics systems integrator based in Greenville, South Carolina. The company started in 2000 and originally focused on mugshot management, adding facial recognition in 2005. Brad Bylenga is the CEO, and Todd Pastorini is the EVP and GM. Usage of the technology by police departments has resulted in wrongful arrests. Products The company focuses on biometrics storage and matching, including fingerprints, palm prints, irises, tattoos, and mugshots. Face Watch can continuously detect on live video streams, recognizing faces on individual video frames and cataloging timestamps. FACE Plus is the company's photo (still image) facial recognition program. It includes advanced filtering and can reconstruct a 3D model from photos to correct their angle, a feature called pose correction. DataWorks uses facial recognition algorithms from NEC, Rank One Computing (of Colorado, CEO Brendan Klare), and Cognitec. Both the NEC and Rank One algorithm ...
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Privately Held Company
A privately held company (or simply a private company) is a company whose Stock, shares and related rights or obligations are not offered for public subscription or publicly negotiated in their respective listed markets. Instead, the Private equity, company's stock is offered, owned, traded or exchanged privately, also known as "over-the-counter (finance), over-the-counter". Related terms are unlisted organisation, unquoted company and private equity. Private companies are often less well-known than their public company, publicly traded counterparts but still have major importance in the world's economy. For example, in 2008, the 441 list of largest private non-governmental companies by revenue, largest private companies in the United States accounted for $1.8 trillion in revenues and employed 6.2 million people, according to ''Forbes''. In general, all companies that are not owned by the government are classified as private enterprises. This definition encompasses both publ ...
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San Joaquin County
San Joaquin County ( ; , meaning " St. Joachim"), officially the County of San Joaquin, is a county located in the U.S. state of California. As of the 2020 United States census, the population was 779,233. The county seat is Stockton. San Joaquin County comprises the Stockton– Lodi– Tracy metropolitan statistical area within the regional San Jose–San Francisco–Oakland combined statistical area. The county is located in Northern California's Central Valley just east of the very highly populated nine-county San Francisco Bay Area region and is separated from the Bay Area by the Diablo Range, having access to the Bay Area via the Altamont Pass. One of the smaller counties by area in California, it has a high population density and is growing rapidly due to overflow from the Bay Area. The City of San Joaquin, despite sharing its name with the county, is located in Fresno County. History San Joaquin County was one of the original counties of California, created in ...
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Carjacking
Carjacking is a robbery in which a motor vehicle is taken over.Michael Cherbonneau, "Carjacking," in ''Encyclopedia of Social Problems'', Vol. 1 (SAGE, 2008: ed. Vincent N. Parrillo), pp. 110-11. In contrast to car theft, carjacking is usually in the presence and knowledge of the victim. A common crime in many places in the world, carjacking has been the subject of legislative responses, criminology studies, prevention efforts as well as being heavily dramatized in major film releases. Commercial vehicles such as trucks and armored cars containing valuable cargo are common targets of carjacking attempts. Carjacking usually involves physical violence to the victim, or using the victim as a hostage. In rare cases, carjacking may also involve sexual assault. Etymology The word is a portmanteau of ''automobile, car'' and ''hijacking''. The term was coined by reporter Scott Bowles and editor E. J. Mitchell with ''The Detroit News'' in 1991. ''The News'' first used the term in a report ...
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Motorola
Motorola, Inc. () was an American multinational telecommunications company based in Schaumburg, Illinois. It was founded by brothers Paul and Joseph Galvin in 1928 and had been named Motorola since 1947. Many of Motorola's products had been radio-related communication equipment such as two-way radios, consumer walkie-talkies, cellular infrastructure, mobile phones, satellite communicators, pagers, as well as cable modems and semiconductors. After having lost $4.3 billion from 2007 to 2009, Motorola was split into two independent public companies: Motorola Solutions (its legal successor) and Motorola Mobility (spun off), on January 4, 2011. Motorola designed and sold wireless network equipment such as cellular transmission base stations and signal amplifiers. Its business and government customers consisted mainly of wireless voice and broadband systems (used to build private networks), and public safety communications systems like Astro and Dimetra. Motorola's h ...
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Next Generation Identification
Next Generation Identification (NGI) is a project of the Federal Bureau of Investigation (FBI). The project's goal is to expand the capabilities of the Integrated Automated Fingerprint Identification System (IAFIS), which is currently used by law enforcement to identify subjects by their fingerprints and to look up their criminal history. The NGI system will be a more modular system (allowing easy expandability). It will also have more advanced lookup capabilities, incorporating palm print, iris, and facial identification. The FBI first used this system in February 2011. The system was developed by Lockheed Martin in partnership with Safran and with a number of technology companies. By 2012 the database had 13.6 million images representing 7-8 million individuals, 16 million images by mid-2013, and over 100 million records by 2014. The database includes both non-criminal and criminal face images, including at least 4.3 million face images taken for non-criminal purposes added by ...
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Michigan State Police
The Michigan State Police (MSP) is the State police (United States), state police agency for the U.S. state of Michigan. The MSP is a full-service law enforcement agency, with its sworn members having full police powers statewide. The department was founded in 1917 as a wartime constabulary (originally named the Michigan State Troops Permanent Force) and eventually evolved into the modern agency that it is today. The department's entry-level members are called "Recruits", who eventually earn the title of "Trooper". Its headquarters is in Dimondale, Michigan. History The Michigan Department of State Police began as a temporary, wartime emergency force for the purpose of domestic security during World War I. On April 19, 1917, Governor Albert Sleeper created the Michigan State Troops Permanent Force, also known as the Michigan State Constabulary. With Colonel Roy C. Vandercook as the first commanding officer, this new force consisted of five Troops of mounted, dismounted and motori ...
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Michigan Department Of Civil Rights
Michigan Department of Civil Rights is a department of the Michigan State Government created in 1965 to support the work of the Michigan Civil Rights Commission of Michigan's Constitution of 1963. The Commission directs the work of the department and has eight members. The executive director is John E. Johnson, Jr. The Department of Civil Rights investigates and resolves discrimination complaints and works to prevent discrimination through educational programs that promote voluntary compliance with civil rights laws. History In 1963, Michigan approved a new constitution which included the creation of the Michigan Civil Rights Commission. In 1965, a principal department was formed to support the work of the commission. In 1991, the Michigan Women's Commission was transferred to the department from the Michigan Department of Management and Budget by the Governor's Executive Order. By 1998, the department also housed the Indian Affairs Commission, and the Commission on Spanish ...
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Florida
Florida ( ; ) is a U.S. state, state in the Southeastern United States, Southeastern region of the United States. It borders the Gulf of Mexico to the west, Alabama to the northwest, Georgia (U.S. state), Georgia to the north, the Atlantic Ocean to the east, the Straits of Florida to the south, and The Bahamas to the southeast. About two-thirds of Florida occupies a peninsula between the Gulf of Mexico and the Atlantic Ocean. It has the List of U.S. states by coastline, longest coastline in the contiguous United States, spanning approximately , not including its many barrier islands. It is the only state that borders both the Gulf of Mexico and the Atlantic Ocean. With a population of over 23 million, it is the List of U.S. states and territories by population, third-most populous state in the United States and ranks List of states and territories of the United States by population density, seventh in population density as of 2020. Florida spans , ranking List of U.S. states ...
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San Jose Police Department
The San Jose Police Department (SJPD) is the police agency for San Jose, California. The San Jose Police Department is led by Chief of Police Paul Joseph. The department makes its calls for service available to the public; it is the first American city police department to make all 911 calls available via online CrimeReports.com maps. The 911 call data is updated daily. History The San Jose Police Department was founded in 1849. During its beginnings, the most common offenses recorded for the department were public intoxication and vagrancy, according to old jailhouse records. In 1880, the department was averaging 120 arrests per month, and the position of police chief was created. The chief also acted as the superintendent of the city jail, and by the late 1880s, the department had gone from 10 officers to 25. In the early 1905s, as the SJPD grew, more rules and regulations were instituted regarding police officers. Officers now needed to go through field training and revolv ...
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Amazon Rekognition
Amazon Rekognition is a cloud-based software as a service (SaaS) computer vision platform that was launched in 2016. It has been sold to, and used by, a number of United States government agencies, including U.S. Immigration and Customs Enforcement (ICE) and Orlando, Florida police, as well as private entities. Capabilities Rekognition provides a number of computer vision capabilities, which can be divided into two categories: Algorithms that are pre-trained on data collected by Amazon or its partners, and algorithms that a user can train on a custom dataset. As of July 2019, Rekognition provides the following computer vision capabilities. Pre-trained algorithms * ''Celebrity recognition'' in images * ''Facial attribute'' ''detection'' in images, including gender, age range, emotions (e.g. happy, calm, disgusted), whether the face has a beard or mustache, whether the face has eyeglasses or sunglasses, whether the eyes are open, whether the mouth is open, whether the pers ...
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Machine Learning
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task (computing), tasks without explicit Machine code, instructions. Within a subdiscipline in machine learning, advances in the field of deep learning have allowed Neural network (machine learning), neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance. ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The application of ML to business problems is known as predictive analytics. Statistics and mathematical optimisation (mathematical programming) methods comprise the foundations of machine learning. Data mining is a related field of study, focusing on exploratory data analysi ...
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Neural Nets
In machine learning, a neural network (also artificial neural network or neural net, abbreviated ANN or NN) is a computational model inspired by the structure and functions of biological neural networks. A neural network consists of connected units or nodes called ''artificial neurons'', which loosely model the neurons in the brain. Artificial neuron models that mimic biological neurons more closely have also been recently investigated and shown to significantly improve performance. These are connected by ''edges'', which model the synapses in the brain. Each artificial neuron receives signals from connected neurons, then processes them and sends a signal to other connected neurons. The "signal" is a real number, and the output of each neuron is computed by some non-linear function of the sum of its inputs, called the ''activation function''. The strength of the signal at each connection is determined by a ''weight'', which adjusts during the learning process. Typically, neuron ...
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