Bounding Box Conversion

Bounding Box Conversion is a tool to help convert image annotations into different versions in case we generate our annotation data in different format. Current conversion:

• PASCAL VOC to AWS GroundTruth
• PASCAL VOC to TF Records
• More to come...

Installation

Use the package manager pip to install foobar.

pip install -Ur requirements/base.txt

Usage

IMPORTANT

Make sure you update the resources\labelmap.json to match the labels that you are using. Each label should have a unique ID. (see file for example)

positional arguments:
  mode
    options: options: [pascal_to_groundtruth, pascal_to_tfrecords]

optional arguments:
--s3_path            S3 path needed for Groundtruth, should be where you images are stored
--pascal_label_path  Directory to pascal label path
--output             Output path

Example

python main.py pascal_to_groundtruth --s3_path s3://somepath/ --pascal_label_path local/path --output example.manifest
python main.py pascal_to_tfrecords --pascal_label_path local/path --output example.records

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.