Command-line client for CVAT
Project description
Command-line client for CVAT
A simple command line interface for working with CVAT tasks. At the moment it implements a basic feature set but may serve as the starting point for a more comprehensive CVAT administration tool in the future.
Overview of functionality:
- Create a new task (supports name, bug tracker, project, labels JSON, local/share/remote files)
- Delete tasks (supports deleting a list of task IDs)
- List all tasks (supports basic CSV or JSON output)
- Download JPEG frames (supports a list of frame IDs)
- Dump annotations (supports all formats via format string)
- Upload annotations for a task in the specified format (e.g. 'YOLO ZIP 1.0')
- Export and download a whole task
- Import a task
Installation
pip install cvat-cli
Usage
$ cvat-cli --help
usage: cvat-cli [-h] [--version] [--auth USER:[PASS]]
[--server-host SERVER_HOST] [--server-port SERVER_PORT] [--debug]
{create,delete,ls,frames,dump,upload,export,import} ...
Perform common operations related to CVAT tasks.
positional arguments:
{create,delete,ls,frames,dump,upload,export,import}
optional arguments:
-h, --help show this help message and exit
--version show program's version number and exit
--auth USER:[PASS] defaults to the current user and supports the PASS
environment variable or password prompt
(default: current user)
--server-host SERVER_HOST
host (default: localhost)
--server-port SERVER_PORT
port (default: 8080)
--debug show debug output
Examples
Create a task with local images:
cvat-cli --auth user create
--labels '[{"name": "car"}, {"name": "person"}]'
"test_task"
"local"
"image1.jpg" "image2.jpg"
List tasks on a custom server with auth:
cvat-cli --auth admin:password \
--server-host cvat.my.server.com --server-port 30123 \
ls
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