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ZerojumpLine / CoLab

[TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.
MIT License
19 stars 2 forks source link

Dataset download issues #2

Open flying-lby opened 11 months ago

flying-lby commented 11 months ago

Hello, I find your work very interesting and rewarding. I am having problems reproducing your paper, I don't have a good way to download the three datasets from Google Cloud Drive to my server, so I can't follow up on it. Do you have any good suggestions? I'm looking forward to your reply. Thanks !!!

ZerojumpLine commented 11 months ago

Hi,

Thanks for your interests!

Regarding your questions about transferring Google Drive files to a server, I have some recommendations:

1. Using command line. You can use gdown or curl to download files onto your server. Speicifcally, here is the commandline to download the three datasets (of note, if might need to install gdown first with pip install gdown):

pros: It is straightforward and easy. cons: The commandline might fail if there are too many people accessing those files. Therefore, you might need to try many times to download the datasets properly.

2. Transfering from your local machines.

You can also download the data onto your local machines, e.g. your laptop, using website interface. After that, you can upload the dataset to server with scp Task03_Liver.tar USERNAME@SEVERPATH:PROJECTPATH.

pros: It always works! (Therefore, it is my default solution) cons: It might not that feasible with huge dataset. However, it is fine for our case, the datasets are around 30GB, it should be finished within half an hour.

3. Directly downloading using web browser.

If you work on the server which is maintained by an institute, you may also consider to directly download the dataset by requesting an interactive node, and download it using firefox. For example, the server I use supports VNC or Open onDemand. You might refer to https://www.win.ox.ac.uk/research/it/i-want-to/wfh/remote-desktops/bmrc-remote-desktops/bmrc-vnc to set up a vnc.

pros: It is more straightforward, and do not require a local machine. cons: It requires your server to have a VNC or Open onDemand. Consult your server manager about this.

Feel free to inform us if the provided solutions are not effective, and we can explore additional options to address your needs. Since these solutions are general and applicable to various other scenarios, I recommend trying them out initially.

Hope this information can help!

Best, Zeju

flying-lby commented 11 months ago

Hi, thank you very much for your patient answer. I have solved this problem perfectly.