Image annotation is an essential element of AI learning and teaching computers to see the world. More simply put, image annotation uses a human-powered process to annotate an image with labels to help AI components learn to view the world and apply names to what they’re seeing.
The labels provided by human image annotators are pre-determined and are heavily based on what is shown in the image. The number of names varies from project to project, some only requiring one while others require numerous labels within each image. A quality image annotator can use their professional discretion to determine what labels to use and how many are needed.
How Does Image Annotation Work?
To start, you need the images, the human element, and a professional platform for annotating. Most projects begin with outsourcing the pictures to a reliable image annotation service that uses highly trained individuals with extensive experience in annotation.
Before you outsource image annotation services, consider who you will hire.
While image annotation doesn’t usually require an upper-level degree, as in the case with machine learning and AI, the annotators you choose should be thoroughly trained and should fully understand what is required and what is at stake.
The right image and data annotation company can quickly and efficiently annotate hundreds of images for your AI projects on a platform that is dedicated to the process. The best software has the proper, necessary tools for your company’s specific variation of annotation.
What are Key Points to Consider When Your Outsource Image Annotation Services?
The best verification processes you can set up are either double-blind or multi-blind verification. Double-blind includes two individuals who label the same images without first seeing each other’s work. If the labels don’t match, a third-party supervisor can make the final call. In a multi-blind verification process, more than two people annotate an image without seeing each other’s work. Again, the labels are compared, and the proper annotation is chosen.
Each outsource company you consider will have a slightly different annotation process, so do your homework before you settle.
We at BorderlessMind , offer top-notch image annotation services at affordable prices in India from highly experienced individuals. So, hire image annotation, text annotation, video annotation directly from BorderlessMind. Ask for a free quote today!