How SunTec Data Boosted AI Accuracy with Scalable Data Annotation Services?

Nov 10, 2025

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SunTec Data helped a leading predictive audience analytics firm enhance AI model accuracy through large-scale multilingual data and video labeling. The project achieved 99% labeling precision, 65% faster delivery, and improved global audience insight prediction:<br>https://www.suntecdata.com/data-and-video-labeling-services-for-predictive-audience-insights.html

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How SunTec Data Boosted AI Accuracy with Scalable Data Annotation Services?

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Functional Annotation & Comparative Genomics

Functional Annotation & Comparative Genomics. Lavanya Rishishwar February 26 th , 2014. Outline. Functional annotation What is functional annotation? Importance of functional annotation Approaches to functional annotation Pros/cons of available approaches Comparative genomics

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Annotation Inference in KAnnotator

Annotation Inference in KAnnotator. Annotation Inference: An Overview. Annotation Inference includes following steps: Load external/previously inferred annotations from specified sources (XML files, class files, annotation logs, etc.) Load descriptions of classes to analyze

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Functional Annotation

Functional Annotation. Background + Strategy. The Group. Outline. What is Functional Annotation The I mportance of Functional Annotation The Biology of H . haemolyticus Background for Functional Annotation Pros/Cons of Available Approaches Planned Approach Breadth Depth . Outline.

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The Gene Ontology Annotation (GOA) Database and enhancement of GO annotations through InterPro2GO

The Gene Ontology Annotation (GOA) Database and enhancement of GO annotations through InterPro2GO. Nicky Mulder mulder@ebi.ac.uk. Contents. Introduction to GOA Manual GOA annotation Electronic annotation: InterPro2GO GOA data flow Uses of GOA Future plans. What is GO annotation?. GO

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Partitur-Editor: Annotation

Partitur-Editor: Annotation. Transcription - Annotation. Transcription: basic, independet description of verbal and non-verbal action of speakers Annotation: dependent description of a given part of the transcription. Transcription - Annotation. Different types of tiers and annotations

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Corpus annotation

Corpus annotation. Corpus Linguistics Richard Xiao lancsxiaoz@googlemail.com. Outline of the session. Lecture Rationale for corpus annotation Leech’s maxims of corpus annotation Types of annotation Lab CLAWS POS tagger (online and Windows-based) Introducing Wmatrix ICTCLAS.

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Annotation of Semantic Relations in Patent Documents

Annotation of Semantic Relations in Patent Documents. Valentina Bartalesi Lenzi, Rachele Sprugnoli, and Emanuele Pianta. Outline. Introduction Annotation process Annotation of Part-Whole Relations Annotation of Motion Relations An experiment on the Inter-Coder Agreement

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The Gene Ontology Annotation (GOA) Database and enhancement of GO annotations through InterPro2GO

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MODEL BAJU BATIK, KEBAYA MODERN

model baju batik, kebaya modern, baju muslim, model kebaya modern, model kebaya, busana muslim, motif batik, model baju terbaru, baju kurung moden, kebaya muslim, baju batik, model baju, baju muslim modern, batik pekalongan, gambar batik, baju batik modern, model baju kebaya, fashion grosir, model baju pesta, model baju batik kantor, baju pesta muslim, baju kurung moden, baju online murah, batik kawung, gamis batik, baju kurung moden terkini, batik modern, baju batik kerja, model baju batik wanita, model gamis batik, model baju terbaru, model baju batik kerja, corak batik, model dress batik, gaun batik, batik madura, model baju gamis batik, model baju batik kombinasi, batik lukis, baju batik kerja wanita, model batik kantor, butik baju muslim, batik kerja wanita, baju busana muslim, baju muslim modern, baju batik modern wanita, baju kerja muslim, baju couple batik, model dress batik terbaru, baju batik kombinasi, blus batik modern

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GRS - Gesture based Recognition System for Indian Sign Language Recognition System for Deaf and Dumb People

Recognition languages are developed for the better communication of the challenged people. The recognition signs include the combination of various with hand gestures, movement, arms and facial expressions to convey the words thought. The languages used in sign are rich and complex as equal as to languages that are spoken. As the technological world is growing rapidly, the sign languages for human are made to recognised by systems in order to improve the accuracy and the multiply the various sign languages with newer forms. In order to improve the accuracy in detecting the input sign, a model has been proposed. The proposed model consists of three phases a training phase, a testing phase and a storage output phase. A gesture is extracted from the given input picture. The extracted image is processed to remove the background noise data with the help of threshold pixel image value. After the removal of noise from the image and the filtered image to trained model is tested with a user input and then the detection accuracy is measured. A total of 50 sign gestures were loaded into the training model. The trained model accuracy is measured and then the output is extracted in the form of the mentioned language symbol. The detection mechanism of the proposed model is compared with the other detection methods such as Hidden Markov Model HMM , Convolutional Neural Networks CNN and Support Vector Machine SVM . The classification is done by means of a Support Vector Machine SVM which classifies at a higher accuracy. The accuracy obtained was 99 percent in comparison with the other detection methods. D. Anbarasan | R. Aravind | K. Alice "GRS Gesture based Recognition System for Indian Sign Language Recognition System for Deaf and Dumb People" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-2 , February 2018, URL: https://www.ijtsrd.com/papers/ijtsrd9638.pdf Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/9638/grs-u2013-gesture-based-recognition-system-for-indian-sign-language-recognition-system-for-deaf-and-dumb-people/d-anbarasan

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We Consider Open Data To Be Part Of A Broader Trend

We consider open data to be part of a broader trend towards u201copen governmentu201d where open data combines with social media, mobile technology and other feedback mechanisms to transform the relationship governments have with citizens, delivering better, more relevant public services (which we could broadly term u201ccitizen-centricu201d open data). Open data also has the power to improve individualsu2019 lives through private or third sector innovation on the back of publicly-available data sets, resulting in valuable services and economic growth (which we could term u201cconsumer-centricu201d open data). Our analysis of these global trends and our experience has underlined that the US government is right to think of transparency and open data as an evolutionary process that should adapt flexibly to changing priorities. Public sector managers and citizens have changed the way they use the available information: - Citizen-user feedback has diminished over time, but there is increasing external interest in more specialized data sets. - Performance dashboards provided public servants with a good start to allow better management and comparison between agencies, and they now have appetite for more detailed analytic capabilities to conduct sophisticated analysis and drive change at agencies. Where the publication of raw data sets has been useful for specialist developers, in our experience it has not always reached its full potential. Experience so far shows that data is most useful when it is released in a consumable fashion, and usability (for both the specialist developer audience as well as the non-specialist citizen audience) should be a key consideration in making open data real. Under-exploitation of the data already in the public domain may be for two reasons: the data is not always in a standardized format, and the market for the information may be underdeveloped. Rather, information should be easily accessible, well organized, intuitive to use and understand and data sets should be complete. In order to realize the full potential of open data u2013 for both citizens and entrepreneurs (and to minimize the burden on public services), we think it is important to: - Compromise for short-term publication, but focus on rigorous data hygiene standards for data currently being collected: The data is only as good as its quality. Inaccurate datasets can be at best misleading and at worst, harmful. Data quality is central to the open data agenda u2013 but we agree that the cost of completely u201ccleanu201d data may be prohibitive, and therefore a compromise needs to be found between quality, cost and timeliness. - Reduce, reuse, recycle: the burden on public service providers can be minimized by prioritizing the publication of data sets that are already being collected u2013 for example management information about service quality and outcomes rather than collecting new data sets. Provision of context will also be important for the publication of service performance data so they can fully understand this information and to avoid any misinterpretation of this data by the public. - Make it valuable for citizens: Open data has been most empowering and successful both in the US and internationally when it has been real for citizens, i.e. where individuals can relate to the information provided and can affect real change. Successive examples show that open data that is provided at a local (e.g. city), neighborhood and even street level can be most effective. - Standardize for easy comparability and interoperability: standardized datasets in consistent formats will enable citizens / users / developers to compare and analyze the information easily u2013 this is particularly important for organizations like police or local authorities where citizens may want to benchmark organizations against their peers. - Turn data into intelligence: Many public sector organizations are data-rich, but marshaling the different data sets to create usable, analytical intelligence to provide insights (either for managers, commissioners or the public) can be more challenging. Widespread adoption of analytic and predictive modelling techniques that analyze and visualize information would provide more easily consumable insights for those inside and outside organizations. - Make targeted investment to turn u201cdatau201d into a u201cserviceu201d: the Government should make limited and targeted investments to transform a few crucial datasets into u201cservicesu201d by making them easily consumable u2013 good examples are mash-ups like the crime maps. This is particularly important for the citizen-centric open data agenda and will help establish a market and stimulate demand for further publication of datasets. As part of the prioritization process and as discussed in our overarching perspective, we think the government is right to think about transparency and open data as an evolutionary process that responds to changing needs (from users, developers and public services) over time. Based on our experience we have developed a framework for approaching open data in this way and adapting to user needs as they become more sophisticated and which could be useful in developing an organizationu2019s open data strategy and identifying the steps that should be prioritized. In some circumstances it may be prohibitively expensive to gather and process a raw dataset u2013 so it may be worth assessing the viability of encouraging the private sector to pay and commercialize the data. Under such circumstances Government should consider making it an obligation for the purchaser to publish the dataset in its raw format. If the Government is able to make targeted investments to turn the data into a service, there may be scope to sell these services to the public and to create a revenue stream. Although beyond the scope of the consultation, the Government may wish to consider charging for access to anonymized datasets if direct commercial gain may result u2013 for example pharmaceutical firms and health data. The proposals should also apply to non-public sector providers of frontline public services such as charities or private sector businesses for the transparency agenda to be meaningful and accountability to be real. It would also help build the case for mixed provision of public services. We would urge the government to implement measures to ensure consistency of data collected and its presentation to allow comparison across providers. One approach may be to include data publication as an assessment criterion in tenders to incentivize providers. As a further step, the Government may want to consider the feasibility of making data collection and consistent presentation a contractual obligation. If this were pursued, it is worth considering transition arrangements for current contracts until the contract is completed. Although the legal and regulatory framework exists, it will be important to give further consideration to guidelines and standards to protect personal data under the open data agenda. These should include clear guidance on what constitutes personal data in this context (for example taking into account the many decision notices under the Freedom of Information Act) and standards for anonymization and pseudonymization (which have great potential in the context of health data). Individuals should be protected on a level playing field and consideration given to how data sets could potentially be merged or reconstituted across government so standards should be consistent and robust. To improve accountability and public service performance, the publication of existing management information should be prioritized u2013 which should not place an additional burden on organizations at they will be collecting and reporting this information as a matter of course. We do, however, recognize that different levels of management information are currently collected; from operational data, through to service performance measures, and then output and outcome information. We recommend prioritizing publication of outcome, output and service performance measures. Most operational data is unlikely to be meaningful to the public and will need contextualizing to ensure it is not misinterpreted. An effective way to ensure open data standards are embedded would be to make them a contractual obligation. In addition, we agree with the governmentu2019s aim to ensure the public sector is an intelligent, demanding customer. As part of this, it would be helpful to create focus groups that allow suppliers and other stakeholders to contribute to open data standards in a productive way. Jeff C. Palmer is a teacher, success coach, trainer, Certified Master of Web Copywriting and founder of https://Ebookschoice.com. Jeff is a prolific writer, Senior Research Associate and Infopreneur having written many eBooks, articles and special reports. Source: https://ebookschoice.com/we-consider-open-data-to-be-part-of-a-broader-trend/

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Here Is What You Should Do For Your wooden model ships

One of the most fascinating pastimes is setting up your very own model ship. A timber model ship is exactly like an everyday ship besides for the reality that is scaled down to size. Not solely is it creative, you can have a lot of fun in constructing up a wood model ship. There are many varieties of timber model kits handy in the market. Remember that even although model ship constructing is a superb interest it virtually is no longer easy. To make it greater easygoing there are kits reachable for all kinds of levels. If you are an amateur there are kits accessible which are moderately convenient to put together. Finding what variety of Wooden model ships is very easy. It relies upon on what you desire. Are you a records lover? Do ships which voyaged at some stage in the Great World wars captivate you? Do you have a identify of any exceptional ship? Do you like historic history? Or say you are captivated via the ships built with the aid of the Egyptians or the Romans? There are hundreds of kit model you can choose from. For instance you prefer to construct a unique wood model. You can find out many internet websites which will supply you a kit to assemble the scaled down model of the ships.

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How to Buy a Model Ship Kit Supplies On a Shoestring Budget

The equipment required to construct a model ship or a model boat are simple. First off you will want a small carving knife. It is with this carving knife that you will reduce and trend the hull and deck. Of course, if you use a model ship constructing package or a model boat constructing package the carving knife is optionally available as most of the portions in the package are pre-cut and fashioned. The Model Ship Kit Supplies supply all articles. You will require light-grain sandpaper, which would assist you to smoothen the wood. You will want skinny timber craft sticks which you can trend into masts. To glue them to the deck you will require excessive fantastic glue. Scissors are any other pair of necessities in this craft. This would be required to reduce the fabric for masts. Your carving knife can be used to put holes in the fabric portions so that you can string them to the masts. You will want a small engraving device so that you can add decorative designs to your model boat or model ship. Sandpaper is indispensable in nearly each stage of the constructing as you will be required to smoothen the wooden casting off extra wooden and tough edges. Wood varnish will provide you model ship a nice completed look. You can if you want paint your model boat or model ship with acrylic paint, including colour and a private contact to your masterpiece. You can, if you wish, additionally add on ship emblems. You will want cord - both black and white, to string the sails of your ship. Sewing thread can additionally be used. So in reality you will want a carving knife, an engraving tool, scissors, sandpaper, wood, glue, twine, cloth, and varnish and acrylic paint - if you had been to assignment into model ship constructing or model boat constructing on your own. However, if you have been to use a Model Ship Kit Supplies or a boat constructing package that you pick out ups from the keep the equipment you will want are tons smaller? First off, you will want the model ship kit. There is a huge range of model ship and model boat kits that are available. Make certain you select the package that hobbies you the most. Because most regularly you may want to simply by using threat pick out the incorrect model ship or model boat package and then locate youu2019re self-disinterested in building. Make a thorough stock of the kit. We specialize in Historic Wood Ship Model kits, books, model equipment and supplies. Our strains consist of model ship kits by means of Amati, Artesania Latina, Bluejacket, Constructo, Corel, etc. For more information: Mail id- rjeya@utsca.com, Contact Number- 866-865-7900, http://www.naturecoast.com/, Address- 822 N A1A Highway, Suite 310 Ponte Vedra Beach, FL 32082, USA.

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Who Else Wants Tall Ship Model Kits?

Tall ship model are model of traditional crusing vessels employed in historical, voyaging, research, or constitution operations such as stationary museum ships and vessels no longer in existence. There are heaps of tall ships crusing round the globe. Many of these vessels suffer to relive a bit of records and a set of capabilities received thousands of years ago. Some of these ships raise out some programs, enabling everybody with a tendency to have hands-on sail education cruises ranging from a few days to a number of weeks. Some vessels try voyages of exploration and science programs. If you favor to interact a gratifying and honoring hobby, you may favor to suppose about constructing model ships. Building model ships can be exciting and beneficial for all ages. It's an excellent interest for humans who are innovative and prepared and who have a lot of patience. The capability to comply elaborated plans and instructions is a large plus. But, whether or not you are simply beginning out or if you have been constructing model for years, you can analyze to construct model ships from the Tall ship model kits available. You can pick from all types of historical ships. These encompass present day day ships, navy ships, crusing ships, Viking ships, pirate ships, and many more. Some fundamental model ships are moderately convenient to build, however tall ship model lean to be a lot greater fascinating to construct than different kinds of models. Traditionally, the model has been built from wood. There is something about wood model ships that is very delighting, a great deal greater so than the plastic model that are available. Today it is the splendor and reverence of the element that goes into every one of these beautiful model ships. You'll find out that there are many sorts of ship model you can build. Many of these models come with exclusive portions that are painted already, whilst others want you to do the painting. You'll get that there are plenty of tall ship model reachable to swimsuit each get preference. Tall ship model kits come in altering ranges of concern for builders of all talent levels. You're sure to discover the idealistic one for you. Kits for model ship novices or kids are often made from plastic that is already painted. There are kits for kids, as nicely as extra revolutionary kits for young adults and adults. There are kits that are best for younger youth who are now not prepared to use glue. More superior kits for these who favor a assignment are generally made from wooden or metal. These incorporate very detailed, complicated plans and have portions that should be painted and then glued with the aid of hand. When shopping for a model, it is quintessential to purchase something inside the talent range of the man or woman you are shopping for. As you can see, constructing tall ship model can be a charming and honoring experience. It does not count if you are integrating plastic or wood, from a kit, simply beginning out or with many years of experience. All you require is a ardor for setting up model ships to share your understanding with others. Today, tall ship constructing has formulated into a global and fascinating hobby. We at Naturecoast.com have been constructing tall ship model for a couple of years now. You can find out tall ship model kits at our internet site for yourself by way of checking this out for greater information. For more information about tall ship contact rjeya@utsca.com, Contact Number- 866-865-7900, http://www.naturecoast.com/, Address- 822 N A1A Highway, Suite 310 Ponte Vedra Beach, FL 32082, USA.

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How to Restore Beginner Wood Model Ship Kits

One of the most innovative interests is constructing your personal model ship. A wood model ship is precisely like an everyday ship without for the reality that is scaled down to size. Not solely is it creative, you can have a lot of enjoyable in constructing up a wood model ship. There are many types of wood model kits handy in the market. Remember that even although model ship constructing is an awesome interest it in reality is no longer easy. To make it less difficult there are kits accessible for all types of levels. If you are a novice there are kits accessible which are pretty handy to put together. Finding what form of Beginner Wood Model Ship Kits is very easy. It relies upon on what you want. Are you a records buff? Do ships which sailed throughout the Great World wars fascinate you? Do you have a title of any unique ship? Do you like historic history? Or say you are interested by means of the ships constructed via the Romans or the Egyptians? Well there are lots of model kits you can pick from. For instance let us say you favor to make a wood model of the USS Nimitz. You can locate many internet web sites which will provide you a kit to construct the scaled down model of The USS Nimitz. There are many organizations which furnish Beginner Wood Model Ship Kits. For instance some agencies may promote you a package for a unique ship however you will locate that it does no justice to the original. It is necessary that in the package provided the layout model of the ship must be in the right scale. It is also vital that the directions given by using the producer ought to be unique and effortless to apprehend particularly if you are a beginner in this hobby. Remember that there are many agencies promoting wood model keep kits for all tiers of expertise. Make certain you take a look at your degree of knowledge earlier than you make a buy decision. A correct wood ship package ought to include correct plans of the ship they are selling. The wood need to be of true quality. Some of the woods used are walnut, mahogany, poplar, white pine and so forth and they need to be reducing from wood planks. Some businesses use woods in these kits which are laser reduce whilst others use die-cut woods. For more information about Beginner Wood Model Ship Kits contact rjeya@utsca.com, 866-865-7900, http://www.naturecoast.com/, Address- 822 N A1A Highway, Suite 310 Ponte Vedra Beach, FL 32082, USA.

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Autonomous vehicle annotation and other annotation services

Annotation denotes to the process of labeling a exact object. To successfully bearing autonomous vehicle annotation, you need to have a quite good knowledge of machine learning and artificial intelligence. The data annotation helps you to identify a particular object of interest using the sensor technology. So if you are searching for best company for any types of annotation services, you can connect with Annotation Support. Visit- http://www.annotationsupport.com/autonomous-vehicle.php

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What Are Video Annotation Tools

if you need a video annotation service for deploying AI and ML applications and models, you can visit iMerit. It is a popular data annotation company that provides video annotation services as well. Contact us on: https://imerit.net/video-annotation/ Socials: https://www.linkedin.com/company/imerit https://www.youtube.com/channel/UCB4nBTeUkRQB9Nnck-N8gZQ https://twitter.com/iMeritDigital

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polyline annotation services

Data Annotate for the Polyline Annotation Services to create the high-quality Polyline Annotation Datasets with the line and spline annotation techniques. https://www.dataannotate.ai/polyline-annotation/

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2D & 3D bounding box annotation

FiveS Digital provides the best data annotation by using multiple data annotation services just as (image, video, text, and audio annotation) & by processing 2D & 3D Annotation.

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Databricks-Certified-Data-Engineer-Associate Practice Materials & Databricks-Certified-Data-Engineer-Associate Best Ques

r As the saying goes, to sensible men, every day is a day of reckoning. Time is very important to people. People often complain that they are wasting their time on study and work. They do not have time to look at the outside world. Now, Databricks-Certified-Data-Engineer-Associate exam guide gives you this opportunity. Databricks-Certified-Data-Engineer-Associate test prep helps you save time by improving your learning efficiency. With our study materials, you can efficiently use all your fragmented time to learn. You can use your mobile phone to practice whether on the bus or at the time you are queuing up for a meal or waiting for someone. Databricks-Certified-Data-Engineer-Associate learning question helps you to enjoy the joy of life while climbing the top of your career. What are you hesitating? Come and buy it.r Easy4Engine is a leading platform that has been helping the GAQM Databricks-Certified-Data-Engineer-Associate exam candidates for many years. 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HAIVO Annotation is your trusted partner for all your data annotation needs. We offer comprehensive services tailored to your specific requirements, including image annotation, text annotation, and more. With our efficient and scalable annotation process, we help you unlock the full potential of your data-driven projects. Visit us at: www.haivo.ai

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Website development for a medical and chemical supply company- SunTec India - Case study

SunTec India successfully revitalized Al Mazroui Medical and Chemical Suppliers' website with Drupal, creating a responsive platform for clinics, hospitals, universities, and laboratories. This presentation highlights client requirements, project challenges, SunTec's solutions, technology used, and positive outcomes, including cost-effectiveness and rich features. Discover our healthcare web development services to transform your online presence.

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Functional Annotation &amp; Comparative Genomics

Annotation Inference in KAnnotator

Functional Annotation

The Gene Ontology Annotation (GOA) Database and enhancement of GO annotations through InterPro2GO

Partitur-Editor: Annotation

Corpus annotation

Annotation of Semantic Relations in Patent Documents

The Gene Ontology Annotation (GOA) Database and enhancement of GO annotations through InterPro2GO

MODEL BAJU BATIK, KEBAYA MODERN

GRS - Gesture based Recognition System for Indian Sign Language Recognition System for Deaf and Dumb People

We Consider Open Data To Be Part Of A Broader Trend

Here Is What You Should Do For Your wooden model ships

How to Buy a Model Ship Kit Supplies On a Shoestring Budget

Who Else Wants Tall Ship Model Kits?

How to Restore Beginner Wood Model Ship Kits

Autonomous vehicle annotation and other annotation services

What Are Video Annotation Tools

polyline annotation services

2D & 3D bounding box annotation

Databricks-Certified-Data-Engineer-Associate Practice Materials & Databricks-Certified-Data-Engineer-Associate Best Ques

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Website development for a medical and chemical supply company- SunTec India - Case study

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