deep_dive

Preprocessing

• Extract images from json files inside raw_data/CleanSea:

  • python -m extract_images
  • Images are saved in preprocessed_data/original_sizes/<category>

• Resize images to 512x512 and save them in preprocessed_data/512x512/<resize method>/<category>:

  • python -m resize_images

Cloud Run

gcloud run deploy --image $GCR_REGION/$GCP_PROJECT/$GCR_IMAGE:prod --memory $GCR_MEMORY --region $GCP_REGION --env-vars-file .env.yaml