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Tag: data labeling outsourcing

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Wednesday, 29 March 2023 / Published in Data Labeling Services
Smart Checkout and the Challenges of Data Labeling
Smart Checkout Annotation is an essential component of modern retail technology. With the increasing demand for automation in the retail industry, the importance of data labeling cannot be overstated. Data labeling refers to the process of labeling data by assigning relevant labels to images, videos, or text for machine learning purposes. This data is then
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Thursday, 23 March 2023 / Published in Data Labeling Services
How to Meet the Specific Quality Requirements of Deep Learning and Other AI Algorithms When Using Pre-Labeled Data
Large amounts of high-quality annotated training data are the foundation upon which successful machine-learning models are constructed. However, gathering this sort of high-quality information can be a time-consuming, tedious, and costly endeavor, which is why some businesses look for ways to automate the data annotation process. While at first glance automation seems like it would
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Thursday, 09 March 2023 / Published in Data Labeling Services
What is the Annotation for autonomous vehicles?
Annotating a vehicle involves setting up boundary boxes and defining various attributes. In this way, machine learning models are prepared to identify and interpret data from the vehicle’s sensors. Because of this, autonomous driving would be nearly useless without properly annotated data. An effortless transition to autonomous mode is guaranteed by the accuracy of the
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Wednesday, 08 March 2023 / Published in Data Labeling Services
When should you consider outsourcing your data labelling projects?
It is common to practise to periodically evaluate the efficacy of current data-labelling practises to ensure they continue to serve the organization. Cost, time, and a lack of manpower are just some of the difficulties encountered by anyone who has labelled data using in-house teams. some of the warning signs that indicate it might be
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Tuesday, 07 March 2023 / Published in Data Labeling Services
When training AI/ML models, here are the top 5 obstacles that businesses face when labeling their data.
The first step in creating an AI or ML model is the pre-processing phase, also known as data labeling or data annotation. However, Data Annotation can continue after the final AI/ML model has been released, allowing for even greater improvements in accuracy. Big Data (in the form of pictures, audio, or video files) must be
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Data Labeling for Evaluating
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Thursday, 02 March 2023 / Published in Data Labeling Services
A Guide to Data Labeling for Evaluating Search Relevance
Data labeling is an essential step in the process of building and training machine learning models for search relevance evaluation. It involves annotating and categorizing data sets to train and test the model’s ability to match the relevance of search results to a user’s query. This process is critical to the accuracy and performance of
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What-is-Data-Labeling-and-How-is-it-Carried-Out
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Monday, 18 July 2022 / Published in Data Labeling Services
What is Data Labeling and How is it Carried Out
People think of Artificial Intelligence (AI) and Machine Learning (ML) as rocket science. Some might consider them as robots that perform given tasks without human intelligence. But this is not the reality. These systems have limited capabilities and simply cannot complete the task without human guidance. In such a case, data labeling is one of
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What-role-does-scalable-Data-Labeling-play-in-marketing
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Wednesday, 13 July 2022 / Published in Data Labeling Services
What role does scalable Data Labeling play in marketing?
Introduction Businesses highly depend on machine learning systems for making optimal decisions. But for ML algorithms to work properly they highly rely on labeled data.  Raw data can be labeled by providing it with informative tags, this process is referred to as data labeling. This raw data when provided with useful information can be used
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How-Startups-Can-Benefit-From-Outsourcing-Data-Annotation-Services
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Monday, 20 June 2022 / Published in Data Labeling Services
How Startups Can Benefits From Outsourcing Data Annotation Services
In recent times, data annotation has gained immense popularity due to various reasons. Among others, data simplification and precision take the front seat. While we know there are different types of annotation, such as data annotation, image annotation, and video annotation, have we ever imagined the challenges annotation poses to AI companies and other such
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How-Data-Labeling-Can-Help-e-Commerce-Businesses
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Monday, 13 June 2022 / Published in Data Labeling Services
How Data Labeling Can Help e-Commerce Businesses
The e-Commerce industry is slowly overcoming offline retail due to the convenience it offers. People are able to find the products exactly they need easily and quickly on the web without much hassle. The search engine throws precise results every time and also recommends products that they might need, helping boost sales and profit. All
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