The forestcoverchange from annusgit

annusgit / forestcoverchange Goto Github PK

View Code? Open in Web Editor NEW

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

License: MIT License

Python 66.04% Jupyter Notebook 1.21% JavaScript 32.66% Shell 0.10%

forestcoverchange's People

Contributors

Stargazers

Watchers

forestcoverchange's Issues

Error, Path, Requirements

Hi!

Referring to https://github.com/dll-ncai/AI-ForestWatch, I am trying to reproduce your results but I am getting this error:

If I don't specify -config path/to/config.json argument:

    Traceback (most recent call last):
      File "/content/AI-ForestWatch/train.py", line 83, in <module>
        config = ConfigParser.from_args(args, options)
      File "/content/AI-ForestWatch/parse_config.py", line 81, in from_args
        config = read_json(cfg_fname)
      File "/content/AI-ForestWatch/utils/util.py", line 22, in read_json
        with fname.open('rt') as handle:
      File "/usr/lib/python3.7/pathlib.py", line 1208, in open
        opener=self._opener)
      File "/usr/lib/python3.7/pathlib.py", line 1063, in _opener
        return self._accessor.open(self, flags, mode)
    FileNotFoundError: [Errno 2] No such file or directory: 'config.json'

If I specify --config path/to/config.json argument ( I have changed the paths as suggested and named the folders the same as you have done. I have observed that the temp_split folder is empty):

    Warning: logging configuration file is not found in logger/logger_config.json.
    LOG: No saved data found. Making new data directory /content/drive/MyDrive/Forest_DAAD_Data/train/temp_split
    Traceback (most recent call last):
      File "/content/AI-ForestWatch/train.py", line 84, in <module>
        main(config)
      File "/content/AI-ForestWatch/train.py", line 31, in main
        train_data_loader = config.init_obj('train_data_loader', module_data)
      File "/content/AI-ForestWatch/parse_config.py", line 103, in init_obj
        return getattr(module, module_name)(*args, **module_args)
      File "/content/AI-ForestWatch/data_loader/data_loaders.py", line 32, in __init__
        os.mkdir(data_split_lists_path)
    FileNotFoundError: [Errno 2] No such file or directory: '/content/drive/MyDrive/Forest_DAAD_Data/train/temp_split'

Moreover, in /content/AI-ForestWatch/base/datagen.py there is a label_directory_path variable. There are no ground truths so I suppose this should contain the path for training_2015_pickled_data and data_directory_path should contain inference's path. Is it correct or should it contain other paths?
What are the requirements for this project in terms of GPU and RAM etc? Can Colab be used?