Utility programs

Purpose:

Install go version 1.13 from https://golang.org
Generate service account key for Firestore and place it in ./.secrets/service-account.json
Generate secret API token for Labelbox and place it in ./.secrets/labelbox-api-token.txt
(optional) install make if you want to use commands from Makefile

cmd/cli
- get data from Firestore
- transform Open Images labels to format needed for Labelbox import
- transform Open Images annotations to format needed by our evaluation scripts
cmd/compute-dataset-stats - compute stats about collected dataset
cmd/construct-label-mapping - debug reconstruction of labels
cmd/download-openimages-test-images - download subset of test images from Open Images
cmd/export-dataset-datarows - export rows from Labelbox
cmd/format-openiamges-test-images-annotations - format GT boxes provided by Open Images into files with format needed for our evaluation script
cmd/init-prediction-model - initialize prediction model in Labelbox using API
cmd/make-prediction-model - import predictions made by models into Labelbox using API
cmd/switch-prediction-model - switch active prediction model in Labelbox using API

Note: you need to have secrets in place to run these programs.

Run make run-make-labelbox-labels from the root to transform labels from Open Images to JSON file that can be imported to Labelbox when creating new project for annotating.
Run make run-labelbox-annotations-to-validation to transform manually exported annotations from Labelbox to format that is needed for our scripts.
Run make run-get-images to download annotated images from Firestore.
Run go run cmd/export-firestore-dataset/main.go to export collected dataset from Firestore to /data/collected-dataset.

Every program in cmd directory can be ran as go run cmd/<name_of_the_program> from the root directory.