Data Annotation
Data annotation consists, text annotation, image annotation, and video annotation using the various techniques as per the project requirements and machine learning algorithms compatibility. Data annotation is done to create the training data sets for AI and ML while image annotation is a very important type of image annotation. A task of marking and outlining objects and entities on an image and offering various keywords to classify it which is readable for machines. Presently, Image annotation is growing very fast as image annotation is a very important task as this data helps to create accurate datasets that help computer vision models work in a real-world scenario and get effective results. We annotate & tag images with respective labels & keywords for easy and accurate categorization & help you in creating your customized image annotation services.
Machine Learning
Machine learning is basically about the science of giving computers the ability to learn and it is being used daily in our lives through various significant applications such as self-driving cars, speech recognition, searches, and recommendations. And let us tell you a fact. Machine learning is one of the most significant tech trends. It seems that AL and ML algorithms are presently being used in as many kinds of software applications as possible.
Importance of Data annotation in Machine Learning
Machines need annotated data to make the AI system and the results from algorithms more accurate. Also, Machine learning needs proper datasets and model machines to learn much accurately to assist humans to achieve their goal and this is what machine learning is used for. Data annotation & labeling is done to create the training data sets for ML. Data annotation helps machines to learn certain patterns and correlate the results, and then use the data sets to recognize similar patterns in the future to predict the results. Humans are powering machine learning by Data annotation and data labeling, to train ml algorithms and the important & these important functions are assisted by professionals working in a Data Labeling company that ensures that data is accurately annotated and labeled for best results in the AI system.
Annotated Data + Machine Learning = Strong AI system for every business & industry.
Thus, Annotated Data is of utmost importance for machine learning and AI-based projects so as to get accurate results. So data annotation is the most initial and important step that we can’t skip.
ABOUT OUR DATA ANNOTATION AND DATA LABELING SERVICES
We provide annotation services as our data annotation team is capable of drawing bounding boxes, cuboids, polygon, image classification/ tagging, text annotation, image masking annotation, data annotation & labeling, 2D & 3D annotation, Semantic segmentation, 3D LIDAR Annotation, autonomous vehicle, tagging of aerial view pictures, drone technology, contour annotation, etc.
Data annotation consists, text annotation, image annotation, and video annotation using the various techniques and expert-designed tools as per the project requirements and machine learning algorithms compatibility. Data annotation is done to create the training data sets for AI and ML.
Learning Spiral is partnering with some of the leading global companies focusing on AI initiatives, in the world, and is working on a wide variety of highly nuanced Computer Vision, NLP/NLU, Content and digital publishing use cases. The majority of the work we perform is using human intervention by trained, in-house & dedicated professionals.