Character precise motion control (test), improved on the basis of Animatediff SparseCtrl img2img2vid 4/8frames2VideoPrediction LLM SD15, adding key frame motion control, attention mask, combining SparseCtrl with the latest version of Ip-adapter-plus plus ip_plus_composition_sd15, which can be used for single img generates 16/24/32 frame video. The lower the frame rate, the more stable it is. The higher the frame rate, the greater the range of motion.

Frontal, side, clear posture , and img with a larger proportion of faces have better results.

PS: There is still a problem with video upscale. It consumes a lot of video memory and runs slowly, so it is temporarily unavailable.

人物精准动作控制(测试)，在Animatediff SparseCtrl img2img2vid 4/8frames2VideoPrediction LLM SD15基础上改进，增加了关键帧动作控制，注意力遮罩，将SparseCtrl与最新版Ip-adapter-plus加ip_plus_composition_sd15结合，可以单张图生成16/24/32帧视频，帧率越低越稳定，帧率越高动作幅度越大。

正面，侧面，人脸占比较大的图，效果较好。

PS：视频放大还有问题, 消耗大量显存运行缓慢，暂时不能用。