Search Results - RepositoryStats

193

867

mit

26

Mastering Atari with Discrete World Models

atari research robotics world-models deep-learning machine-learning video-prediction reinforcement-learning artificial-intelligence

Created 2020-12-04

28 commits to main branch, last one 2 years ago

OpenSTL chengtan9907

104

645

apache-2.0

8

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

mlp pytorch benchmark transformer awesome-list awesome-lists deep-learning computer-vision video-prediction weather-forecast attention-mechanism predictive-learning artificial-intelligence self-supervised-learning

Created 2022-07-27

154 commits to OpenSTL-Lightning branch, last one 2 months ago

CVPR23_LFDM nihaomiao

43

430

bsd-2-clause

11

The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"

cvpr2023 optical-flow image-to-video image-animation diffusion-models latent-diffusion video-generation video-prediction

Created 2023-02-27

49 commits to main branch, last one 10 days ago

predrnn-pytorch thuml

106

420

unknown

9

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

video-prediction predictive-learning recurrent-neural-networks

Created 2019-12-12

122 commits to master branch, last one 7 months ago

e3d_lstm google

58

190

apache-2.0

14

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

lstm rnns video tensorflow deeplearning rnn-tensorflow video-prediction unsupervised-learning

Created 2019-04-11

8 commits to master branch, last one about a year ago

MogaNet Westlake-AI

13

150

apache-2.0

2

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

cnn coco mamba ade20k convnet pytorch backbone imagenet segmentation pose-estimation machine-learning object-detection video-prediction 3d-pose-estimation vision-transformer image-classification instance-segmentation

Created 2022-11-16

33 commits to main branch, last one 3 months ago

point-cloud-prediction PRBonn

25

138

mit

7

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

cloud lidar point video prediction forecasting point-cloud range-image video-prediction point-forecasting point-cloud-prediction point-cloud-forecasting self-supervised-learning

Created 2021-09-27

12 commits to main branch, last one 2 months ago

common_metrics_on_video_quality JunyaoHu

4

131

unknown

1

You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

fvd psnr ssim video metrics pytorch video-generation video-prediction

Created 2022-12-23

63 commits to main branch, last one 22 days ago

Video-Prediction-using-PyTorch holmdk

32

102

mit

2

Video Predicting using ConvLSTM and pytorch

pytorch convlstm deep-learning frame-prediction video-prediction pytorch-lightning video-prediction-models

Created 2019-07-09

16 commits to master branch, last one 3 years ago

SlotFormer pairlab

19

94

mit

4

Code release for ICLR 2023 paper: SlotFormer on object-centric dynamics models

vqa pytorch planning deep-learning dynamics-model computer-vision video-prediction

Created 2023-01-23

35 commits to master branch, last one 9 months ago

LMC-Memory sangmin-git

22

83

other

5

Official PyTorch implementation of "Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning" (CVPR 2021 Oral)

pytorch cvpr2021 video-prediction

Created 2021-03-28

7 commits to main branch, last one 2 years ago

srvp edouardelasalles

16

77

apache-2.0

3

Official implementation of the paper Stochastic Latent Residual Video Prediction

vae pytorch icml-2020 stochastic deep-learning generative-model video-prediction latent-variable-models

Created 2020-02-14

29 commits to master branch, last one 2 years ago

convlstmgru aserdega

20

65

mit

2

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

convgru pytorch convlstm seq-to-seq moving-mnist bouncing-mnist encoder-decoder video-prediction

Created 2020-05-25

19 commits to master branch, last one 2 years ago

MotionRNN thuml

7

50

unknown

6

About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/abs/2103.02243

deep-learning video-prediction

Created 2022-10-08

8 commits to main branch, last one 11 months ago

iVideoGPT thuml

1

46

mit

4

Official repo for "iVideoGPT: Interactive VideoGPTs are Scalable World Models", https://arxiv.org/abs/2405.15223

world-model visual-planning video-prediction model-based-reinforcement-learning

Created 2024-05-24

9 commits to main branch, last one 29 days ago

weather4cast iarai

15

42

unknown

8

Code accompanying our IARAI Weather4cast Challenge

dataset benchmark nowcasting competition temperature deep-learning precipitation machine-learning video-prediction weather-forecast satellite-imagery transfer-learning

Created 2021-04-01

9 commits to master branch, last one 2 years ago

slamp kaanakan

3

40

apache-2.0

3

SLAMP: Stochastic Latent Appearance and Motion Prediction

vae pytorch iccv2021 stochastic optical-flow deep-learning generative-model video-prediction future-prediction autonomous-driving latent-variable-models

Created 2021-12-07

7 commits to master branch, last one about a year ago

Video-Prediction iamrakesh28

11

39

unknown

3

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

conv-lstm video-prediction transformer-architecture encoder-decoder-architecture

Created 2021-03-20

70 commits to master branch, last one 3 years ago