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DeepGlobe Land Cover Classification Challenge遥感影像语义分割

Home Page: https://competitions.codalab.org/competitions/18468#participate

License: MIT License

Python 100.00%
land-cover-challenge deepglobe satellite-images deeplab-v3-plus tensorflow

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deepglobe_land_cover_classification_with_deeplabv3plus's Issues

Confusion on color2label.py script

I am confused on how did you identify the values of image[:, :, :] that corresponds to each land cover class?

    cat_image[image == 3] = 0  # (Cyan: 011) Urban land
    cat_image[image == 6] = 1  # (Yellow: 110) Agriculture land
    cat_image[image == 5] = 2  # (Purple: 101) Rangeland
    cat_image[image == 2] = 3  # (Green: 010) Forest land
    cat_image[image == 1] = 4  # (Blue: 001) Water
    cat_image[image == 7] = 5  # (White: 111) Barren land
    cat_image[image == 0] = 6  # (Black: 000) Unknown

And also, why is there no image == 4 ?

Would you please share the dataset?

Hello,I try to get the dataset in the website, but told 'Your request to participate in this challenge has been received and a decision is pending.'.
And I try to leave a message in 'Forums' but still could not get it.
Would you please share the dataset to us ?Maybe in a link ? Thanks a lot!
Look forward to your favourable reply.

Dateset Requeset

hello, do you have a dataset for the deepglobe_land_cover_classification competition?Could you  share the baidu cloud or Google cloud link, thank you very much

Help for val dataset and corresponding label files

Hello, good work! But I only found the train set in the link you provided, do you have the val dataset and corresponding label files for the val dataset that is provided by the DeepGlobe website?
I couldn't participate in the competition as the time is kind of late now and I can't access the dataset

数据集

比赛网站上下不到数据集。。。

Copyright issue

Distributing DeepGlobe datasets on any platform other than Codalab is not permitted by policy. Please remove the baidu link from your intro. Also, using DeepGlobe requires referring to the original source, you should cite the paper and optionally refer to the website.

How can i use your network

hi,
how can i use your network with my dataset?
and how can i get the dataset that you work with?

thank you! good luck!

SystemExit error occured

while running "create_pascal_tf_record.py" - SystemExit occurs while creating "voc_val.record"
can anybody help?

NaN loss

after install the env and download the data, when i run the code, the following error occurs :
tensorflow.python.training.basic_session_run_hooks.NanLossDuringTrainingError: NaN loss during training

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