You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.
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Updated
Jun 6, 2024 - Python
You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.
Official repo for "iVideoGPT: Interactive VideoGPTs are Scalable World Models", https://arxiv.org/abs/2405.15223
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"
Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks
[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network
Switch EMA: A Free Lunch for Better Flatness and Sharpness
Given n seed frames of a video, predict the next m frames.
[TMLR 2024] Official PyTorch Implementation of Deep Dynamic Latent Particles
Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction
A PyTorch implementation of TVC
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al. ICIP 2023
Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models
Helpers for loading, perprocessing and visualizing the SynpickVP dataset for video-based prediciton tasks
Video generation using Stable Diffusion.
PredVDM: A Video Prediction Model based on Latent Diffusion
Official implementation of "Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks." by Villar-Corrales et al.
About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/abs/2103.02243
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