Video Annotation in Machine Learning and AI

Video annotation, like image annotation, aids in the recognition of objects by modern machines using computer vision. Detecting moving things or objects in videos and making them identifiable using frame-to-frame. For example, a 60-second video clip with a 30 fps (frames per second) frame rate, has 1800 video frames, which […]

Why Social Media Content Moderation is Crucial for Businesses

Freedom of speech typically allows social media users to express their views on anyone and any possible topic without thinking much. There is no fixed way to object to any content if it is harmful or hurting the sentiments of individuals, religions, groups, etc. Sometimes the user frames the content […]

Why pixel accuracy is the future of the image annotation for Machine Learning?

Training of drones, autonomous vehicles, and other computer-vision based models needs annotated images and videos so that the machines can identify and interpret the object without much human intervention. The data which is fed in these machine algorithms to understand images and videos, text or audio created the need for […]

How AI in Security Cameras Provide One-stop Security Surveillance Solutions?

Public security and surveillance is becoming more important with the increase of crime and threats from illegal activities globally. But thanks to Artificial Intelligence (AI) the public safety is becoming more expedient with security cameras that keep an eye on various activities and providing effective security and surveillance solutions. AI […]

What is AI Image Recognition & How Does it Work for Object Detection?

Artificial Intelligence (AI) is becoming intellectual as it is exposed to machines for recognition. The massive number of databases stored for Machine Learning models, the more comprehensive and agile is your AI to identify, understand and predict in varied situations. To perceive the world of surroundings image recognition helps the […]

Applications & Challenges with 3D Point Cloud Data for LIDARs

3D point cloud data is one of the most complex types of machine learning data used to generate the most useful training datasets for autonomous vehicles. LiDAR data is annotated with 3D point cloud annotation to make the objects more precisely detectable to a self-driving car. LiDAR & 3D Point […]

Artificial Intelligence in Dental Radiology & The Future of AI in Dentistry

Artificial intelligence (AI) is a branch of computer science that describes the research and development of computer-generated human intelligent behavior in machines. The whole process involves researching and machine learning training that enables a computer to develop intelligent behavior and work independently while solving relevant problems. Actually, AI is becoming […]

Role of Image Annotation in Applying Machine Learning for Precision Agriculture

Artificial Intelligence (AI) is getting integrated into vital fields making human life more efficient and productive. Similarly, AI in agriculture is making agriculture and farming easier with computer vision-based crop monitoring and production system. AI Robots, drones and automated machines are playing a big role in harvesting, ripping, health monitoring […]

Top Data Labeling Challenges Faced by the Data Annotation Companies

Data labeling is not a task, it requires lots of skills, knowledge and lots of effort to label the data for machine learning training. And for visual perception model needs annotated images to train the computer vision algorithm helping the model to recognize the various objects recognizable. However, while labeling […]

Applying Artificial Intelligence and Machine Learning in Robotics with Right Training Data

Robots were the first-known automated type machines people got to know. There are was a time when robots were developed for performing specific tasks. Yes such machines were earlier developed without any artificial intelligence (AI) to perform only repetitive tasks. But now the scenarios are different, AI in getting integrated […]