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# IGEV-Stereo & IGEV-MVS # IGEV-Stereo & IGEV-MVS
The IGEV-MVS is coming soon.
This repository contains the source code for our paper: This repository contains the source code for our paper:
@ -71,6 +70,9 @@ By default `stereo_datasets.py` will search for the datasets in these locations.
├── ETH3D ├── ETH3D
├── two_view_training ├── two_view_training
├── two_view_training_gt ├── two_view_training_gt
├── DTU_data
├── dtu_train
├── dtu_test
``` ```
@ -94,6 +96,22 @@ To train on KITTI, run
python train_stereo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth --dataset kitti python train_stereo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth --dataset kitti
``` ```
## Evaluation
To evaluate on Scene Flow or Middlebury or ETH3D, run
```Shell
python evaluate_stereo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth --dataset sceneflow
```
or
```Shell
python evaluate_stereo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth --dataset middlebury_H
```
or
```Shell
python evaluate_stereo.py --restore_ckpt ./pretrained_models/sceneflow/sceneflow.pth --dataset eth3d
```
## Submission ## Submission
For submission to the KITTI benchmark, run For submission to the KITTI benchmark, run
@ -101,6 +119,20 @@ For submission to the KITTI benchmark, run
python save_disp.py python save_disp.py
``` ```
## MVS training and evaluation
To train on DTU, run
```Shell
python train_mvs.py
```
To evaluate on DTU, run
```Shell
python evaluate_mvs.py
```
## Citation ## Citation
If you find our work useful in your research, please consider citing our paper: If you find our work useful in your research, please consider citing our paper: