DAIN
Video interpolator
A video interpolation technique that uses depth cues to predict intermediate frames in videos
Depth-Aware Video Frame Interpolation (CVPR 2019)
8k stars
187 watching
837 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list
filipecalegario/awesome-generative-aiRelated projects:
| Repository | Description | Stars |
|---|---|---|
 shangwei5/vidue | A deep learning model that jointly performs video frame interpolation and deblurring with unknown exposure time | 66 |
 doubiiu/tooncrafter | Generates cartoon-style videos from two images using pre-trained diffusion models | 5,372 |
| doubiiu/dynamicrafter | This project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors. | 2,596 |
 jihyongoh/demfi | Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy | 81 |
 tinghuiz/sfmlearner | An unsupervised learning framework for depth and ego-motion estimation from monocular videos | 1,967 |
 laomao0/bin | Software to interpolate blurry video frames and enhance image quality | 210 |
 peterl1n/robustvideomatting | An implementation of video matting with temporal guidance using recurrent neural networks and various deep learning frameworks. | 8,610 |
 researchmm/sttn | Proposes a deep learning model to fill missing regions in video frames and generate completed videos | 475 |
 dmitryulyanov/deep-image-prior | A project demonstrating image restoration using neural networks without learning | 7,886 |
 kaiminghe/deep-residual-networks | Original models for deep residual networks as described in a 2015 research paper, implemented using Caffe. | 6,446 |
 donnyyou/torchcv | A comprehensive PyTorch-based framework for computer vision tasks | 2,250 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 100 |
 kenshohara/3d-resnets-pytorch | PyTorch implementation of 3D ResNets for action recognition in video data | 3,900 |
 abdullah-abuolaim/multi-task-defocus-deblurring-dual-pixel-nimat | Improves single-image defocus deblurring by learning from dual-pixel images in a multi-task framework | 46 |
 ahupujr/refid | Proposes a unified framework for event-based frame interpolation with ad-hoc deblurring in videos | 32 |