Data scientists and machine learning engineers are two important professionals in AI filed who play a vital role in model development. And their role in AI development is not that much different but from technical skills perspective there is difference.

Though, the core difference between data scientist and machine learning engineer is, former one more knowledgeable in programming skills used around data. While data scientist is is like mathematician who can program using his data…

Text Annotation Services for NLP in Machine Learning is available with Cogito labeled with quality and precision. Each text in the sentence is annotated with added metadata making the keywords recognizable to computer-vision based ML algorithms. Used in speech recognition, NLP annotation helps to recognize the texts in different languages. Cogito is providing the text annotation for machine learning and AI training with best quality and accuracy of data sets for chatbot, virtual assistant…

Artificial intelligence (AI) is expanding its footprints into many vital fields, medicine is another field we need this intelligent technology that enhance the service quality and also improves efficiency in performing various crucial task.

AI in medicine brings groundbreaking changes in entire healthcare industry – reducing the cost of treatment with faster decisions without help of doctors helping patients to get well timely with real-time monitoring of their health.

It is…

Cogito is providing Polyline annotation for lane detection through computer vision in machine learning for self-driving cars and autonomous vehicles. With line and spline annotation service, it is making the road surface marking recognizable to such autonomous cars to detect the path and drive in the right lane.

Using the polyline annotation service, Cogito makes the streets line and length recognizable through computer vision. The road surface marking like single lane, double lane,…

Data analysis filed is become important due to high reliability on data for analyzing the previous trend and predict the future. And the labeled data is also used in machine learning and AI-based project development.

And now data analysis in healthcare is playing an important role in diagnosing the various types of diseases and analyses the health conditions of…

This is the Blog post by Cogito explaining how computer vision can improve accuracy of diagnosis in medical imaging analysis with examples how computer-based training data for AI and machine learning. How medical imaging analysis through computer vision will improve the accuracy of prediction level of healthcare applications working on such AI and machine learning based technology to make disease diagnosis process accurate.…

Annotation services is the kind of data labeling service offered by professional companies to make data like texts, images and videos understandable to machines. Basically, it is the process of making the data recognizable to machines generally through computer vision (in image and video annotations).

And there are multiple types of annotation techniques and methods used to annotate the data with precise labeling. The annotations involve using the tool or software to make the object…

Cogito tech is providing 2D bounding box annotation services for objects recognition in computer vision. The 2D bounding box annotated images are used in AI and machine learning to train the models in various fields. Cogito is doing this job precisely to make the objects recognizable and make the right prediction when used in real-life.

The 2D bounding box annotation is available for self-driving cars, ecommerce, retail and other visual perception for AI and ML based model…

Cogito offers 3D Cuboid Annotation Service for object recognition in machine learning and AI services. It is providing the precisely annotated objects in images for computer vision to train the AI and ML model with right accuracy. With expert in creating the high-quality datasets, Cogito can provide 3D cuboid annotation service for in-depth recognition of various types of objects as per the perception model needs.

3D Cuboid Annotation by Cogito is available for training the different…

Machine learning algorithms are the only right formula to train the model and develop the right AI application that can predict with accuracy. Hence, selecting the right algorithm is important to ensure your machine learning model work properly.

Actually, choosing the right algorithm helps you to determine the right goal of your ML model. Hence, understanding the machine learning model algorithms is important for machine learning engineer to choose the right model type. Here we…

AI and machine learning based models can be easily trained with supervised learning process that involves a labeled image making the various types of objects recognizable. Data labeling or image annotation creates the AI and machine learning training data for algorithms to build the right model for real-life use.

And data or image annotation is done for different fields working on such models and looking for quality training data that can train the algorithm for right predictions. And…

Machine Learning Engineer actually works in the branch of artificial intelligence who is responsible for creating programmes and algorithms that enable machines to take actions without being directed. Self-driving car is one the best example a machine learning engineer can develop with coding using the relevant algorithms. Their main role is to provide computers with the ability to learn automatically and improve from experience, without being programmed.

While on the other hand,…

ADAS Annotation and data labeling service for object recognition through computer vision. It is providing the image annotation service to make the various objects recognizable to cars for safe driving. Cogito offers ADAS annotation service for object detection, traffic detection, driver monitoring and facial visual analysis with semantic segmentation, landmark annotation and bounding box annotation etc.…

Chatbot training data now created by AI developers with NLP annotation and precise data labeling to make the human and machine interaction intelligible. This kind of virtual assistant applications created for automated customer care support assist people in solving their queries against product and services offered by companies.

Machine learning engineer acquire such data to make natural language processing used in machine learning algorithms in understanding the human voice and…

Content moderation to control the different types spam on social media and other similar online platform posted by users using different types of devices. Cogito is the offering user-generated content moderation for companies, corporates, organizations, enterprises and individual personalities to watch their official online account on social media and other platforms.

UGC at Cogito helps to monitor social media posts, comments, feedbacks, reviews and other types of contents like…

Making the natural language processioning (NLP) understandable for machines is now possible with Cogito, that offers annotation services for AI and machine learning. Natural language annotation services offered here helps machine learning algorithms to understand the human spoken language and use the same in future references.

For better speech recognition in machines learning training NLP annotation is required with high-level of accuracy. Cogito helps to improve the speech…

Training data for computer vision in Artificial Intelligence (AI) and Machine Learning (ML) created here at Cogito in a fully professional data labeling department. All types of data are annotated right here including text, image and video annotation allowing machines to recognize the objects and learn them for future reference.

Cogito provides image annotation for wide range of industries working on AI or ML model and requires high-quality data for training, testing and validation of…

Sentiment Analysis to know your customers is now possible with Cogito providing the best service using the social media and other platforms. Understanding your customer’s feelings is important to serve them quickly in a better way. And Sentiment Analysis is the best way to cognize the opinions of different types of people at one place.

Using the sentiment analysis service, Cogito helps companies keep tracking their customer’s behavior or engage the new customers through polls or…

Evaluating the machine learning model is very important to check the accuracy level and make sure this model will work well in real-life use. Evaluation means, checking the prediction of model after giving a raw data to recognize the data or object learn from previous machine learning training process.

What is Labeled Data for Machine Learning?

Hence, you need certain data to evaluate the model accuracy. In case of labeled data images are annotated for computer vision to…

Cogito explains the top benefits of big data analytics in the healthcare industry and how it is playing a big role in AI and ML development for healthcare. Find here what is big data and what are its advantages in healthcare industry and how big data is playing a big role in AI and ML related model building utilize such data for future predictions and utilize the crucial information for providing better medical care and healthcare facilities.…