In this project the requirement was to collect eye images and then do segmentation annotation on them. The goal of the eye segmentation procedure in this recognition system was to correctly select the pupil, iris, sclera, and other eye regions. The customer was looking for a collection of thirty thousand colour photos with segmentation annotations […]
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The client was looking for a large dataset of text documents which includes various forms, dense documents, certificates, invoices, receipts, bank statements, bank cheque, legal documents, clinical notes, doctor’s prescriptions, tax statements in various formats printed, handwritten, scanned copy, mobile capture and many more. The main purpose of this dataset was to develop a reliable […]
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An employee of any company can send a lot of messages to external or internal entitites through multiple available channels. These messages may contain confidential programmings codes which is the IP of the company. The objective of the project is to detect and label codes from short messages sent by employees across emails, chat applications, […]
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The primary objective of this Banking Transaction Data Analysis project is to leverage data analytics and machine learning techniques to gain actionable insights from a bank’s transaction data. The project aims to enhance decision-making, improve operational efficiency, and address specific challenges faced by the bank. Project Category Natural Language Processing, Banking Achievement After successful implementation […]
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One of the key documents in a banking business is the communication exchanges between a bank correspondent and its customer as it gives the bank the idea about the interest of the customer in any of its products. In this case a client bank of AI Workspace wanted to digitze this entire written communication to […]
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In the ever-evolving world of banking, customer satisfaction is paramount. To ensure that customers’ needs are met efficiently, a leading financial institution wanted to implement cutting-edge technology for summarizing customer complaints and solutions from call recordings. Project Category Natural Language Processing, Banking Achievement Bank’s journey to implement AI/ML for banking conversation summarization with help from […]
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To source and annotate structured texts in a given document for data extraction purposes. The aim was to equip smart AI models with adequate text data repository, based on which, it will be able to identify printed and handwritten components in a given text and perform tasks as prescribed by its machine learning algorithms. Tasks […]
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The project was to review pre-populated labels of different object classes for ensuring training dataset quality used for machine learning. The aim was to check for annotation discrepancies and deviations from the set standards as prescribed by the client and make necessary corrections to enhance the quality of the annotated datasets. Project Category Computer Vision, […]
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The requirement was to annotate driveway lanes with precise color codes, creating high-quality ground datasets that help autonomous vehicles recognize lane structures and curvatures. These annotated datasets would power advanced machine learning algorithms, enabling AI-enabled car cameras to ensure smoother, safer, and more reliable navigation. Project Category Computer Vision, Data Annotation, Image Annotation, Automobile Achievement […]
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Currently, no API exists that can automatically detect a driver’s head movements, hand actions, or head direction while driving. This project bridges that gap by identifying whether the driver is wearing a seat belt correctly. Traditionally, such checks required manual monitoring and effort. With machine learning, our system automates the process — detecting abnormalities in […]
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AIW is a Data Labeling & Annotation services company providing highly accurate and timely human-in-the-loop labeled and annotated data across various domains and industry verticals to AI-enabling businesses intending to enable superior training of AI and ML models.
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