Ship or vessel detection has a wide range of applications, in the areas of maritime safety, fisheries management, marine pollution, defence and maritime security, protection from piracy, illegal migration, etc.
Keeping this in mind, a Governmental Maritime and Coastguard Agency is planning to deploy a computer vision based automated system to identify ship type only from the images taken by the survey boats. You have been hired as a consultant to build an efficient model for this project.
There are 6252 images in train and 2680 images in test data. The five categories of ships are as follows:
1- Cargo Ship
2- Military Ship
3- Carrier Ship
4- Cruise Ship
5- Tanker Ship
Streamlit Link https://share.streamlit.io/muhammadwajeeharif/ship_types_classification/main/my_app.py