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Video Prediction
Video Prediction is an advanced technology in the field of computer vision that aims to predict the content of future frames by analyzing the spatiotemporal patterns in video sequences. The core objective of this technology is to enhance the intelligence level of video processing, enabling accurate forecasting of dynamic scenes. Its application value is extensive, including but not limited to intelligent surveillance, autonomous driving, and motion analysis, which can significantly improve the real-time response and decision-making efficiency of systems.
KTH
SAVP-VAE
Moving MNIST
PredFormer
Kinetics-600 12 frames, 64x64
Human3.6M
IAM4VP
BAIR Robot Pushing
Cityscapes 128x128
SRVP
SynpickVP
SVG-Det
CMU Mocap-2
Latent SDE
KITTI
Vimeo90K
Cityscapes
DMVFN
CMU Mocap-1
ODE2VAE-KL
DAVIS 2017
DMVFN
KTH 64x64 cond10 pred30
SRVP
Something-Something V2
MAGVIT
MPI Sintel
MCnet [villegas2017mcnet]
Sprites
MGP-VAE (with geodesic loss)
Colored dSprites
MGP-VAE (with geodesic loss)
YouTube-8M
SDCNet