Flow estimation model for LiteFlowNet, this code is modified from this implementation. This project is conducted on AI Studio.
these models are converted from pytorch-liteflownet.
| KITTI12 Testing Set (Out-Noc) | KITTI15 Testing Set (Fl-all) | Model Size (M) | Paddle Model | |
|---|---|---|---|---|
| LiteFlowNet (CVPR18) | 3.27% | 9.38% | 5.37 | model |
If this work is useful for you, please cite:
@inproceedings{Hui_CVPR_2018,
author = {Tak-Wai Hui and Xiaoou Tang and Chen Change Loy},
title = {{LiteFlowNet}: A Lightweight Convolutional Neural Network for Optical Flow Estimation},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
year = {2018}
}