5 Ways to Get Started with AI in Your Business (Even with a Small Budget)
The truth is that, within the rapidly technologically changing world of today,...
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A well-established public library with a vast collection of books, magazines, and various documents faced the challenge of digitizing their entire archive. The goal was to not only digitize the physical content but also to extract metadata and generate summaries to make the archive more accessible and useful for users.
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The genealogy publishing house, a leader in historical and genealogical research, was hampered by a labor-intensive process that involved manually transcribing historical documents to create accessible records.
SBL delivers high-quality image annotation services that power AI and ML. From labeling entire images to annotating individual groups of pixels, we successfully generate ground truth datasets to successfully train your machine models.
Image annotation is the process of categorizing all the elements of an image by adding metadata to them. It helps simplify the process of training machine learning models to perform computer vision tasks like object detection and image classification. It enhances the efficiency of AI systems used to build self-driving cars, improve diagnostic processes, and more.
However, image annotation is riddled with challenges. The biggest challenge is its human-intensive nature, which makes the process time-consuming, error-prone, and expensive. Likewise, ensuring quality across large datasets is a big challenge.
At SBL, we have over 18 years of expertise and exposure in handling and overcoming all challenges associated with image annotation services.
We bank on custom workflows and proper annotator training to parse the nuances of image data and provide accurate interpretations of image elements. We have a consistent track record of generating high-quality image annotation datasets for optimal machine learning functionality.
We bank on a number techniques to deliver comprehensive image annotation services. Each of these techniques is further tailored to meet your specific needs.
We provide tailored image annotation services across various industries, including healthcare, automotive, retail, and agriculture. Our specialized solutions enhance AI and ML model accuracy and assure high-quality annotations for sector-specific needs.
Our team of global annotators are highly trained Image annotation professionals. We select the right professionals with exposure to your project needs and assign them to deliver your needs within agreed-upon timelines.
We prioritize data security and privacy of client data. Our annotation processes comply with ISO 27001 standards, and we employ diverse robust security measures such as encryption, access controls, and regular audits to guarantee utmost confidentiality.
Our diverse global workforce brings a range of perspectives to the annotation process. As a result, we reduce the risk of bias in your training data. We combine this approach with rigorous quality control measures to ensure the accuracy and reliability of every image annotation output.
Discuss your image annotation needs with our experts and discover how we can transform your visual data into actionable intelligence.
At SBL, we follow a precise and collaborative approach to guarantee top-quality annotations for your machine learning projects. Our workflow consists of the following steps:
We start by gathering requirements to understand the scope of the project. Based on this understanding, we define objectives and schedule deadlines.
We clean and structure the data (remove duplicates and errors) to make it more consistent for effective analysis.
To streamline the task of annotators we develop detailed guidelines outlining the rules and criteria, and providing supporting examples.
We train our annotators on the guidelines to equip them with the necessary understanding of project needs and set realistic expectations.
After completion of the training, we assign the project to the annotators, closely monitoring the process and providing expert reviews.
Once the annotation is complete to our satisfaction, we deliver the annotated data in the desired format and perform a post-project analysis.
Our process is designed to guarantee 99.5% accuracy in image annotation; rest assured of feeding your machine learning models with highly reliable data.
Our efficient and scalable workflows will assist you fastrack your project and give you at least 20% faster time to market.
Our well-defined processes, custom workflows, and best practices guarantee up to 30% reduction in image annotation costs.
We have a proven track record of delivering annotated data that will improve model performance by up to 10x.
The truth is that, within the rapidly technologically changing world of today,...
The fast-moving business environments of today leave organizations at crossroads with their...
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