Heading
Publising Date
This is some text inside of a div block.
Author Name
This is some text inside of a div block.
Categories
This is some text inside of a div block.
There exist several data annotation companies to choose from, each with their own operational workflow, quantitative evaluation, training methodologies and tools. It is the combination of these factors that determine the quality of your training datasets and ultimately the performance of your algorithm.
At Takt, we have developed unique processes based on years of experience dealing with datasets of varying complexities and need for scalability with affordable pricing. We know exactly how to achieve a dataset-annotator fit having studied the psychology behind the annotation process. In order to ensure that you make an informed decision in selecting the data annotation company, we have condensed our expertise into 23 questions across 5 distinct categories each of which represent key areas -
1. Methodology for Quality
Aim: Understand how they derive quality through uncertainty
2. Pricing and Alignment of Incentives
Aim: Ensure the annotators are motivated for quality and you get the maximum per dollar spent
3. Scalability
Aim: Confirm you can count on their quality and delivery when your volume increases
4. Data Security
Aim: Guarantee your Data’s Privacy
5. Technology and Tools
Aim: Learn about quality and efficiency metrics, proprietary in-house tools and APIs and real-time annotation
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
We know the harsh truth: Every annotation task has a maximum budget. Every annotation company can work within that budget, however, at the cost of quality. It is imperative that pricing in a company incentivizes annotators for quality rather than volume of output. It is also important that as a client you gain economies of scale as your volume requirements increase.
The following questions verify these requirements -
