AI and machine learning in medical is becoming vital making the treatment and care process more automated and faster. And with deep learning medical imaging diagnosis it is possible to develop the AI-enabled system that can automatically detect the various diseases and helping doctors to provide the timely treatment to everyone.

Cogito right here provides high-quality training data for deep learning for medical image analysis. It is annotating the different types of medical images…

AI in agriculture and farming is integrated into various system like robots, drones, autonomous tractor and other crop monitoring machines. And to train such AI-based models, a huge amount of data sets required that can help a computer vision to recognize the similar objects and store into database for future predictions.

Cogito is expert in creating the training data for agriculture with world-class image annotation solution for AI and ML engineers to develop a successful model for…

AI in ecommerce and retail industry is possible with right amount and quality of training data for computer vision. Cogito is an expert in providing the training data sets for retail industry allowing AI and ML engineers to develop a right model and improve the customer’s shopping experience at the same time track their shopping patterns.

From bounding box, to semantic segmentation and various other techniques of image annotation to make the shopping related activities like items…

Gaming and Sports annotation analysis is possible with AI and Machine Learning enabled automated system. Visual perception models are used to track human poses and other activities in Gaming industry. And to image annotation technique is used to point out and highlight such actions in images to train such applications develop for gaming industry.

Cogito for deep learning sports analytics is providing the high-quality training data as a image annotation for computer vision to learn…

Cogito is one the well-known transcription service provider, offers a one-stop transcription solution for audio and video as per the customize needs. From speech-to-text and video-to-text or audio, Cogito is expert in audio video transcription services.

Ensuring the quality at each level, Cogito is doing this job with right combination of tools and manual handling to convert any type or format of audio or video file into hand written or electronically typed digital formats. Available…

Autonomous flying training data for satellite and drone imagery available with Cogito for making the aerial view monitoring possible and accurate. Annotating the images captured from satellite and drones to train the autonomous flying objects similar objects and areas to acquire various information from agriculture and farm fields.

Cogito is an expert in annotating the different types of images required to train the models developed for autonomous flying. It has experts to annotate…

Self-driving car training data for AI in automotive available with annotated images for computer vision in developing the autonomous cars. The annotated images available for object detection, lane detection, road sings marking detection using the various techniques of image annotation to help machine learning algorithms learn preciously. The 3D point annotation is also available for Lidar with best level of accuracy.

Automotive training data also helps ADAS for safe driving with…

Artificial Intelligence (AI) is brining a drastic changes in technological fields, where it can be implemented to automate the system for more efficiency and performance. AI is now getting used in multiple fields from simply your mobile phone to diagnosing the diseases providing a high-performance and accurate system work with efficiency.

Here we will discuss what are major things and fields AI is used and under process to get fully implemented and launched in up coming years. Here we…

Read here what is computer vision in machine learning and AI with description how it computer vision system works in such advance fields. The Blog post is also explaining what is the difference between computer vision and image processing.

Find more here the role and applications of computer vision in AI and machine learning with set of examples how it helps visual…

Object classification and segmentation – both are part of machine learning based image processing to train the AI algorithms through computer vision. And both are important for object recognition precisely in machine learning and AI development.

How they are Different from Each Other?

Though, first one is a kind of more precise classification of objects in an image of a single class, while later one simply classify the two different objects in a single image. Image annotation…

All these are the part of image annotation but there is difference between all of them as one of them is done for creating training data for machine learning and technique of second one.

Finally the last one is like second one but done with the help of AI-enabled machines while second one is done by humans manually using tools. So, to differentiate both of them we will start from second one and discusses about other relevantly.…

AI-enabled chatbot is becoming popular among the companies, curious about their customers to help them all-the-time as per their ease. Actually, this automated chat application system comes with multiple benefits, that a business owner can utilize and improve their customer service while growing their business.

As per the Gartner recent reports – by the end of 2020, around 85% of business relationships will be managed by customer without interacting with humans, that will encourage…

Training data is the real fuel to accelerate the machine learning process. It can only provide the actual inputs to the algorithms to learn the certain patterns and utilize this training to predict with the right results if such data comes again in real-life use.

Actually, training data is generated through labeling process which involves image annotation, text annotation and video annotation using certain techniques to make the objects recognizable to computer vision for machine…

Data labeling process for image annotation is not only critical but time taking. It creates training data sets for machine learning and AI model development. And the cost of such training data also depends on cost labeled data available for such needs.

Actually the cost of entire machine learning project is also pricing of correlated with the image annotation pricing of annotated data. The images labeled by the annotators using their efforts and skills also needs exploitation of…

Video annotation to label the moving objects in the video recording to make it recognizable to computer vision based machine learning algorithms. Self-driving cars or autonomous vehicles needs such highly labeled videos with right metadata helping such machines to detect the physical object through various sensors and move safely.

Cogito provides, the video annotation service for machine learning algorithm training to develop the autonomous cars with best level of accuracy. The video…

Developing an AI-enabled Chatbot application is very much possible if right quality and amount of training data is available. And Cogito Tech is the pioneer in supplying chatbot training data sets with NLP annotation and Text annotation services to make the speech recognition easier for automated machines.

The chatbot training data developed by Cogito helps to train the natural language processing algorithms learn and understand the communication process of humans when they interact…

Semantic segmentation in image annotation makes the objects recognizable to machines in a single class. Cogito is providing image semantic segmentation service to annotate the multiple types of objects in a single image to make is identifiable to computer vision based perception model like self-driving car or autonomous vehicle.

Semantic segmentation is available for AI and machine learning models needs to better understand the scenario and recognize the object visible into their…

Deepfakes are an AI technology based created realistic fake images or videos of targeted people by swapping their faces other person saying or doing things that are not actually done by them. And people start believing in such fake videos, as its is not recognizable with normal human eye, it requires in-depth analysis.

How does Deepfake work?

A Deepfake video seems like a original content having the person doing some kind of action or speaking on a topic. And while creating…

Polygon image annotation service for computer vision object detection through machine learning. Detecting the irregular shapes or coarse objects, polygonal annotation helps autonomous vehicles, detect the road surface marking and other printed signs on roads making the autonomous driving successful and safe.

The polygon semantic segmentation for irregular shapes helping visual perception model observe the different scenario with right level of accuracy. Object localization through…

Machine learning and AI development speeding up at faster pace across the world. And now it is integrated into multiple fields, to automate the working process with better efficiency while reducing the cost and human innervation.

And to develop AI-enabled or machine learning based working models, algorithms are trained with labeled data so that model can learn the data trend, historical patterns and behavior or activity of different types of inputs to predict in the same…