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Dataset preparation

Open YuhsiHu opened this issue 2 years ago • 3 comments

Thank you for your great work! There are many subsets of scene flow and KITTI dataset. Which should I download and how should I organize them? There will be an error even if I set dataset and datapath:

FileNotFoundError: [Errno 2] No such file or directory: '/home/xgw/data/KITTI_2012/frames_finalpass/TRAIN/C/0297/left/0006.png'

Because in kitti_dataset_1215.py:

def __init__(self, datapath, list_filename, training):
        self.datapath_15 = '/home/xgw/data/KITTI_2015/'
        self.datapath_12 = '/home/xgw/data/KITTI_2012/'
        self.left_filenames, self.right_filenames, self.disp_filenames = self.load_path(list_filename)
        self.training = training
        if self.training:
            assert self.disp_filenames is not None

Could you please specify the steps about how to organize data to meet the requirement? Thank you for your time!

YuhsiHu avatar Apr 01 '22 10:04 YuhsiHu

see filenames/sceneflow_train.txt

gangweiX avatar Apr 06 '22 07:04 gangweiX

I have seen it, thank you. There are many subsets of scene flow and KITTI datasets and the structure of these files differ from the path in your txt. Could you please specify the set that we download and the expected file structure? Thank you for your time!

YuhsiHu avatar Apr 14 '22 01:04 YuhsiHu

If you use the scene flow datasets, refer to the txt file under the filenames folder that contains the path to the dataset, as well as the KITTI dataset.

I have seen it, thank you. There are many subsets of scene flow and KITTI datasets and the structure of these files differ from the path in your txt. Could you please specify the set that we download and the expected file structure? Thank you for your time!

Git-BoHu avatar Apr 21 '23 04:04 Git-BoHu