A velocity vector is calculated for each block after dividing a frame. Using fewer blocks might speed up the process but can distort detailed movements. This algorithm generally uses dynamically sized blocks that change depending on the difference between two frames, rather than smaller and fewer blocks. Motion Estimation is a sophisticated frame Interpolation method that works by breaking up the frame into a collection of blocks and estimating their movement between frames. This conventional method is perhaps not the most useful when your target is to create smooth footage. On the other hand, videos with more motion will suffer from ghost frames, artefacts, and blurriness. Slightly blurry Interpolated frames are formed when frame averaging is used on videos without much motion. If a video has either too much or too less motion, the results will look unnatural. This technique may be easy to implement but not worth it to use on every footage. What is Frame Averaging?įrame Averaging is the most basic Interpolation method and works by overlaying two neighbouring frames on top of each other. This process helps to tackle many problems like image ghosting, distortion, and stutter. Using these images, it can predict what the missing elements look like and fill it in when it becomes visible. A realistic reconstruction of the video is achieved by giving the tool up to ten neighboring frames immediately surrounding the Interpolated frame instead of just two. With the help of AI, these models can smartly distinguish between background and foreground elements which helps in a logical reconstruction of the video. Top 5 AI Frame Interpolation Tools for 60 FPS VideosĪI Frame Interpolation VS Conventional Frame Interpolation How Does AI Frame Interpolation Work?ĪI video Interpolation uses machine learning models and precisely understands the video's motion to add pixels accordingly.Is AI Interpolation better than Conventional Frame Interpolation?.
PICTURES TO GIF CONVERTER PROGRAM 60FPS HOW TO
It discusses the benefits and drawbacks of using these tools, as well as their key features and pricing.Īre you still watching 16 fps, 24 fps, and 30 fps videos and want to learn how to get higher fps? This article will help you convert videos to 60 fps with AI frame interpolation technology.ĪI Frame Interpolation is a unique and powerful method to upscale frames in any video without worrying about image ghosting, stutter, and distortion.
Summary: The article offers an overview of the top 10 best video interpolation tools available in 2023, which can convert videos to 60 fps by leveraging AI algorithms.
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