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
Cityscapes
DMVFN
KITTI
Vimeo90K
CMU Mocap-1
ODE2VAE-KL
DAVIS 2017
DMVFN
Colored dSprites
MGP-VAE (with geodesic loss)
KTH 64x64 cond10 pred30
SRVP
MPI Sintel
MCnet [villegas2017mcnet]
Something-Something V2
MAGVIT
Sprites
MGP-VAE (with geodesic loss)
YouTube-8M
SDCNet