The technique of labeling or tagging video clips to train Computer Vision models to recognize or identify objects is known as video annotation. By labeling things frame-by-frame and making them identifiable to Machine Learning models, Image and video Annotation aids in the extraction of intelligence from movies. Accurate video annotation comes with several difficulties.
Accurate video annotation comes with several difficulties. Because the item of interest is moving, precisely categorizing things to obtain exact results is more challenging.
Video annotation is based on the concept of image annotation. For video annotation, features are manually labeled on every video frame (image) to train a machine learning model for video detection like on Pinterest platform which can be downloaded via Pinterest video download. Hence, the dataset for a video detection model is comprised of images for the individual video frames.