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How to train on custom dataset

Open mengpengfei opened this issue 3 years ago • 1 comments

I had read your paper about “monodepth2”. I also had read your code about “monodepth2”. I wondered about how to train on custom dataset. I have obtained the pose relative to the horizontal plane of each frame. These frames are all continuous. If I train monodepth2 on my dataset, How should I modify the open source code.

I had implements the dataloader for my custom data. It works well. But I would like to use my custom pose data. Can you tell me how to use it.

mengpengfei avatar Aug 03 '22 06:08 mengpengfei

I had read your paper about “monodepth2”. I also had read your code about “monodepth2”. I wondered about how to train on custom dataset. I have obtained the pose relative to the horizontal plane of each frame. These frames are all continuous. If I train monodepth2 on my dataset, How should I modify the open source code.

I had implements the dataloader for my custom data. It works well. But I would like to use my custom pose data. Can you tell me how to use it.

Hi, i'm trying to retrain monodepth2 with kitty dataset, but i can't download kitty dataset with " wget -i splits/kitti_archives_to_download.txt -P kitti_data/", it seems net issue in china, how you solve this problem? thank you

cswwp avatar Oct 14 '22 07:10 cswwp

you can use other method.

9796l avatar Nov 06 '22 13:11 9796l

Hello,i am the same with you .Did you solve you problem?

9796l avatar Nov 06 '22 13:11 9796l

I had read your paper about “monodepth2”. I also had read your code about “monodepth2”. I wondered about how to train on custom dataset. I have obtained the pose relative to the horizontal plane of each frame. These frames are all continuous. If I train monodepth2 on my dataset, How should I modify the open source code.

I had implements the dataloader for my custom data. It works well. But I would like to use my custom pose data. Can you tell me how to use it.

ckj-handsome avatar Apr 17 '23 09:04 ckj-handsome

Hi @mengpengfei ,

Sorry, helping with your custom dataset is outside the scope of this repo. You should be able to work out the format for camera poses if you check kitti dataset and kitti dataloder.

daniyar-niantic avatar Jun 07 '23 17:06 daniyar-niantic