Verified65% confidenceSolutionExact time
When generating video, the starting frame and ending frame must use the same image in order to force the model to generate a closed 360-degree orbit trajectory.
3
Sources
65%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedDuring image-to-video generation, the first image is set as the starting frame and the second image as the ending frame, allowing the AI video model to automatically fill in the transition animation; this technique is academically referred to as Video Interpolation.80% similarUnverifiedThe difficulty of seamless looping lies in the fact that the last frame of the video must be completely identical to the first frame; otherwise, a noticeable jump will appear at the playback seam.79% similarUnverifiedIn the storyboard design stage, when the Agent continues the same scene, it captures the last frame of the previous video clip as a reference for the next segment; when the scene changes, a new shot is started.77% similarUnverifiedRemotion在最终输出视频时，会先将每一帧渲染为PNG图片序列，然后调用FFmpeg将这些图片按照指定帧率编码为视频文件76% similarUnverifiedThe segment-by-segment generation strategy involves splitting a long video into multiple short clips, with each clip using the last frame of the previous clip as the new starting image to maintain continuity.76% similar
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