cvat-download

Script to download CVAT annotations to tiles directories.

Setup

1. Clone the CVAT repository if you don't have it yet.

    git clone https://github.com/kappazeta/cvat.git
   

2. Enter the directory of the cvat-download repository.

3. Create a conda environment for the CVAT CLI utility.

    conda env create -f environment.yml
   

Configuration

The script expects an S2 product directory which has been subtiled and converted, using cvat-vsm (https://github.com/kappazeta/cvat-vsm.git).

In the cvat-vsm output directory, cvat-download expects to find a configuration file cvat-tup.cfg and a label classes definition file classes.json. In the case that these files don't exist yet, cvat-download creates them from templates.

An example cvat-tup.cfg file:

cvat_host_addr=localhost
cvat_host_port=8080
cvat_credentials=YOUR_CVAT_USERNAME:YOUR_CVAT_PASSWORD
cvat_cli_path=/YOUR_PATH_TO_CVAT_WORKING_COPY/utils/cli/cli.py
git_repository=https://github.com/kappazeta/cvat_cloudmask_annotations.git

Here, YOUR_PATH_TO_CVAT_WORKING_COPY, YOUR_CVAT_USERNAME and YOUR_CVAT_PASSWORD ought to be replaced with values which correspond to your setup.

An example classes.json file:

[
    {   
        "name": "CLEAR",
        "attributes": []
    },  
    {   
        "name": "CLOUD_SHADOW",
        "attributes": []
    },  
    {   
        "name": "CLOUD",
        "attributes": []
    },  
    {   
        "name": "SEMI_TRANSPARENT_CLOUD",
        "attributes": []
    }   
]

Running

1. Activate the conda environment

    source activate cvat-cli
   

2. Run the script with the output directory of cvat-vsm as the only argument. Note that the path should end with the suffix .CVAT.

    ./bin/cvat-download.sh YOUR_PATH