Frame Interpolation — Deep Dive + Problem: Keyword Classifier

A daily deep dive into cv topics, coding problems, and platform features from PixelBank . Topic Deep Dive: Frame Interpolation From the Motion Estimation chapter Introduction to Frame Interpolation Frame Interpolation is a fundamental concept in Computer Vision that involves generating intermediate frames between two consecutive frames in a video sequence. This technique is crucial in various applications, including video processing, computer animation, and video compression. The primary goal of frame interpolation is to create a smooth and coherent video sequence by estimating the missing frames between the existing ones. This is particularly important in situations where the frame rate of a video is low, resulting in a jerky or stuttering effect. The importance of frame interpolation lies in its ability to enhance the visual quality of a video sequence. By generating intermediate frames, it is possible to increase the frame rate of a video, making it appear more realistic and engagin