AI Assisted Data Labeling Service for Faster Image Annotation with Higher Accuracy
Humans-in-the-loop is doing a great job in labeling the data for machine learning training. Though, human-powered annotation gives you quality training data that is very important for the success of an AI model. But when there is a huge requirement of such data, more efficiency is a must to meet the data needs. AI-assisted labeling is born here, a mix of automated tools and manual annotation to perform the data labeling tasks for faster segmentation of targeted object in the images with higher accuracy.
How AI-Assisted Labeling Works?
AI-enabled data labeling tools are used by the annotators to point out the edges roughly of the interesting object, making it easier for the AI to more accurately annotate the object. And after AI-assisted annotation, the labeler checks and makes the final correction to ensure the accuracy. Cogito offers data labeling services with AI-assisted tools and techniques.
Labeling with Better Speed & Accuracy
In the age of huge training data requirements, doing the job precisely is not enough, also the need to achieve efficiency means to say, there should be higher productivity of data in the least time. And, in this process, AI-assisted tools can do the labeling process faster and at a better accuracy. Hence, AI or ML assisted data labeling is becoming important to get best datasets.
Leveraging the Manual Labeling with AI
The AI-assisted image labeling process comes with an edge over a fully-manual annotation. The AI technology is leveraging the manual labeling with multiple times faster results. AI-assisted annotation can utilize the power of AI and the intelligence of humans to create world-class training datasets for deep learning and all types of complex machine learning models.
AI-Driven Image and Video Labeling
ML assisted labeling into data annotation is like applying the semiautomatic labeling process that is assisted by both machine and humans to make the final annotation. And there is scope to perform all types of image annotations like bounding box, semantic segmentation (3D), and polygon, etc. Cogito also offers AI-assisted video labeling and all types of image annotation.
Cogito – AI-Assisted Image Labeling Service
AI-assisted data annotation service by Cogito can offer multiple times faster outputs reducing the time and manual labeling efforts. This semiautomatic data labeling approach gives annotators more time to check the quality while maintaining a higher productivity level. Cogito provides the best data labeling tools to annotators to perform the annotation using their skills and features of AI tools to create the right training datasets for all types of computer vision models.