ImageCaptioning/README.md

ImageCaptioning

Repository for capstone model.

Run the project

• Change the configuration file in ./image_captioning/config.yml for changing the variables.
• Create and activate python virtual environment if required.
• Install the requirements using below code

pip install -r requirements/requirements.txt

• run the pipeline using below code

python image_captioning/main.py

• metrics to be incorporated

rouge2 and bert has to be incorporated and monitoring has to be in place..

• training time

ETA - 40 hours in windows,19 hours in mac8gb
Compute - 32 gb /64gb

• ci/cd track -- in progress

git-github_actions-docker-api_deployment with ec2--promethues/grafana