Training Data Annotation For Machine Learning and AI

Cogito is the industry leader in data labeling and annotation services to provide the training data sets for AI and machine learning model developments. All types of AI and ML services requires the training data for algorithms with next level of accuracy

Entries from 2020-01-01 to 1 year

How to Get High-quality of Large Training Data for Robotics?

The last and most challenging task of AI and ML in Robotic development is collecting the high-quality of huge training data sets. Actually, to train the computer vision based AI model, you need a labeled training data set so, that it can b…

Annotation for Vehicle Dent Detection

The cars or motor vehicles having the dents due to small accidents can be detected with bounding box image annotation techniques. The affected area can be identified and captured to make it recognizable to machines through computer vision.…

AI and Machine Learning in Insurance Claim

AI in insurance helping to detect the type and level of damage to vehicles. Actually, the AI-based computer vision technology is used to detect the area of damage and calculate the intensity providing an automatic detail for insurance clai…

Artificial Intelligence in Urban Management

AI in urban management is becoming possible with well-trained AI system and applications to gather the various details while developing such urban cities. To train the AI models used in urban management a huge quality of training data sets…

Training Data for AI in Inventory Sorting and Management

The inventories at warehouses and store rooms can be sorted with AI robots that can detect and recognize such objects with right training data in AI inventory management. Cogito can annotate the any type of object or boxes stored at wareho…

How To Use Machine Learning and AI in Inventory Management?

AI in inventory management helping logistic supply chain and warehousing companies to manage the inventory through fully automation system making the whole process fast and more efficient. With training data sets robots and automated machi…

Best Data Annotation Companies for NLP Annotation

AI and machine learning companies need huge amount of data sets to train the algorithm. And data annotation companies are doing this job for them by providing the labeled data for right training and accurate predictions when used in real-l…

How Social Media Companies Moderate Content?

Moderation is the process of controlling the wanted contents from the online platforms like social media networking sites. And it is basically known as social media content moderation to moderate the different types of contents not suitabl…

How to Get Training Data for AI Security Camera?

Cogito is one the leading data annotation companies, providing the image annotation services for machine learning and AI based model developments. It is also providing the training data for AI security camera for object detection and recog…

What is Chatbot Training Data?

Chatbot is used to communicate with humans, mainly in texts or audio formats. In this AI-based application, it can assist large number of people to answer their queries from the relevant topics. And to train the chatbot, language, speech a…

How to get Chatbot Training Data Sets?

Getting the chatbot training data is a challenging tasks for the machine learning engineer. Actually, you can get the raw data easily, but making it understandable to machine is the actual tasks, online data annotation companies can do wit…

Medical Imaging Data for AI and Machine Learning in Medical Image Analysis

AI and Machine Learning in medical imaging is becoming more imperative with precise diagnosis of various diseases making the treatment and care process at hospitals more effective. And to train the AI model for medical imaging analysis, hi…

What is Human-in-the-Loop Machine Learning?

This is blog post by Cogito explaining about what is human-in-the-loop machine learning, why and how HITL used in AI to create the training data sets or perform various tasks like model testing, validation and improve the machine learning …

Data Annotation Types for AI in News and Media

AI in media making this industry operate with more automated tasks for better efficiency in the market. Using the computer vision or NLP/NLU, AI in news media makes the objects and languages recognition system possible for machines. And Co…

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 ma…

High-quality Training Data Set for AI in Agriculture and Farming

Agriculture sector can be improved with AI and machine learning used to make the productivity high with better efficiency and production. Robots, drones and other computer vision based devices can be developed for monitoring the crops and …

Audio Annotation Services for Speech

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 a…

Social Media Content Moderation

Cogito Social media content moderation offered by Cogito to moderate all types of unwanted contents like objectionable images, or offensive videos containing nudity, sexuality and violence or other disturbing contents against the community…

Video Annotation for Machine Learning and Deep Learning in AI

Video Annotation for machine learning is created to making the training data available for the visual perception based AI model learn from such annotated videos recognizing the various types of objects with precision. Cogito provides world…

Semantic Image Segmentation for Object Classification

Semantic image annotation is used when there are the multiple objects in a single frame or image. Using the instance segmentation to detect and localize such objects in a single class with better detection. This image annotation can help t…

How Sentiment Analysis is used for Effective Stock Market Predictions?

This a blog post by Cogito discussed how sentiment analysis is used for effective stock market predictions and impact of social media contents on stock prices. It is also discussing about how sentiment analysis works, and how it is used to…

Polygon Annotation for Autonomous Vehicles

Polygon annotation is used to annotate the objects like road sign boards, logos, road surface marking and other pained and other objects in irregular shape. Cogito can annotate such objects for self-driving cars to make the coarse objects …

Text Annotation for Speech Recognition

NLP, NLU based applications like Chatbot or Virtual Assistant can understand the human language and their conversation process, when the key texts are annotated with added metadata to make recognizable and comprehensible while communicatin…

How is AI Changing Fashion Design?

AI in fashion is playing a crucial role in changing the designs as per the new trend in the market, while keeping in the mind about the current scenario and future prospects. Actually, this technology is equipped with machine learning to u…

Detect Traffic Lane with Polyline Annotation for Autonomous Vehicle

Self-driving cars or autonomous vehicles, running on the road need to detect the lane for right movement on the path. Hence, to make such path detectable to such vehicles, through computer vision, lane annotation is done, that makes such r…

How AI Camera for Fever Detection Works?

Such devices are actually, integrated with thermal camera, optical camera, and a high-resolution screen. It can be placed on a desk or counter, mounted on a wall, or placed on a tripod to set the camera angle for checking the targeted peop…

Landmark Annotation for Face Recognition

Landmark point annotation is use to detect the human faces and poses with high accuracy. Each point on faces are drawn to measure the faces of humans and their expressions. It helps to detect facial features, expressions, emotions and pose…

Image Annotation for AI in Sports Analytics

Gaming and sports is one of the leading entertainment industries, growing worldwide providing various scope for AI and machine learning developers to create the model that can provide a better gaming experience, at the same time also make …

3D Cuboid Annotation for Self-driving Cars and Robots

To make the multidimensional objects recognizable to machines, through computer vision, 3D Cuboid Annotation, annotation technique is used in AI development. It can provide the in-depth detection of objects to make the visual perception ba…

How Autonomous Drones Work?

Autonomous flying drones are using the computer vision based technology to fly in the midair and move safely while avoiding the objects to keep flaying on the right path. It is programmed with machine learning algorithms to control the fly…