Cogito Tech

What is the Use of Annotations and Labelling of Images?

Image annotations and data labeling of images is used to create the training data sets for machine learning and AI. Actually, the visual perception based AI models need the annotated images to make the various things recognizable to machine through computer vision technology.

Which is the Best Quality Image Annotation Service Provider?

Finding the best image annotation service provider is not easy for the experienced AI or machine learning based companies. But for the new companies or AI startups looking for training data created through image annotation, it become difficult to choose the best one provide the quality service.

What is the Application of Image Segmentation in Machine Learning & AI?

The segmentation in image is used for object recognition, occlusion boundary estimation within motion or stereo systems, image compression, image editing, or image database look-up. The main motive of image segmentation is to cluster pixels into salient image regions, i.e., regions corresponding to individual surfaces, objects, or natural parts of objects.

Why Image Annotation is Important for Machine Learning in AI World?

Image annotation is the most important integral part of machine learning development. Actually, it is the process that helps the model learn from data and predict in the right way. And in visual perception based AI model, image annotation plays an important role in detecting the objects visible in the natural environment helping algorithms learnContinue reading “Why Image Annotation is Important for Machine Learning in AI World?”

How Data Labeling Process and Annotation Service Works at Cogito?

How data labeling process works? Cogito describe here the right data labeling process followed at its data annotation service centers. This page describes how Cogito carryout the data labeling projects to annotate and make it usable for machine learning development. The whole process is defined in eight steps, from acquiring projects to discussion with managerContinue reading “How Data Labeling Process and Annotation Service Works at Cogito?”

Audio Annotation Services for Speech, Sound and NLP in Machine Learning

Audio Annotation for making the speech or sound recognizable and comprehensible to bots like chatbot and virtual assistant devices through machine learning. The audio annotation is done for all types of speech, sound that can be hearable and to utilize for the natural language processing. Cogito provides, high-quality audio annotation services with best level ofContinue reading “Audio Annotation Services for Speech, Sound and NLP in Machine Learning”

Polygon Annotation for Coarse Shaped Objects Detection in Machine Learning

Polygon annotation is the technique of image annotation to make the irregular or coarse shaped object recognizable to machines through computer vision. This image annotation technique is used for various types of objects that are not in regular shape like square or rectangular. Cogito provides the image annotation service to annotate the different shaped objectsContinue reading “Polygon Annotation for Coarse Shaped Objects Detection in Machine Learning”

Text Annotation for NLP & NLU in Machine Learning & AI

Text annotation is especially done for natural language processing (NLP) or natural language understanding (NLU) in machine learning (ML). Actually, to train such language or voice recognition based ML models, annotated texts are required in huge quantity on a specific topic.

Types of Training Datasets for Self-driving Cars Using Bounding Box Annotation

Bounding box annotation is the technique of labeling the image data to make it recognizable to machines through computer vision. Actually, using this technique, a very useful amount of data sets can be created to train the self-driving cars or autonomous vehicles.

How to Find Best Data Labeling and AI Data Annotation Companies with Best Pricing?

Nowadays, owing to wider scope and excessive demand in the AI and machine learning market, the requirement for labeled data also surged at very high rate. Resulting there are multiple companies offering the data labeling in the market for AI and machine learning developments. The question arise here, “who are the best data labeling serviceContinue reading “How to Find Best Data Labeling and AI Data Annotation Companies with Best Pricing?”