An unstructured set of helper functions.

Installation

pip install -U iglovikov_helper_functions

pip install git+https://github.com/ternaus/iglovikov_helper_functions

OpenImages 2019 Challenge:

To map data from OpenImages to mmdetection:

python -m iglovikov_helper_functions.src.data_processing.open_images.instance2coco \
-a <path to annotation csv file> \
-i <path to train images> \
-m <path to train masks> \
-c <path to csv file with class description> \
-o train.pkl

Cityscapes

To map the data to the standard format follow How to map Cityscapes

To create corrupted dataset following Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

Readme