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

What is Video Annotation?

types of annotation techniques Video annotation

Video annotation is the process of annotating the objects of interest the video file. The main motive of video annotation is making the objects recognizable to machines through computer vision technology used to train the AI and Ml models.

What is Video Annotation in AI and Machine Learning?

Video annotation in artificial intelligence and machine learning is done to create a kind of training data sets for visual perception models recognize the various objects in the videos and learn them to detect the same automatically when used in real-life.

During the annotation a metadata is also added to tag or label the content and make it perceivable. And there are various types of annotation techniques are used to annotate such videos precisely frame-by-frame for accurate capturing of moving object.

What are the Methods of Video Annotation?

Bounding box annotation is the most widely used technique in video annotations. However, semantic segmentation is also used train the AI algorithms to recognize the objects with pixel-level annotation helping models work with more accuracy.

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Use Cases of Video Annotation in AI and Machine Learning

Video annotation for AI and machine learning is done for various needs like train the computer vision based AI models for self-driving or track the human activities etc.

Apart from these video annotation is also used for drones, robotics, retail, security and autonomous cars to detect the objects in the videos. And different types of annotation techniques are used by the video annotation service providers to annotate the video for these different industries as per the algorithm compatibility and requirements.

How to Get Video Annotation Service?

Though, you can video annotation tools available in the market, but if you are looking video annotation deep learning for AI and machine learning models you should go with the professionals providing the data annotation service.

Cogito is one the best data annotation companies, providing the text, image and video annotation service for AI and machine learning projects. It has highly-skilled and well-trained annotators to annotate the all types of data including videos available in any format with best level of accuracy to ensure the training data quality.

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