CaptAlpha / octo-ship

Cognition - Octo-Ship

Public Repo For Cognition

Titanic 2.0

Project Presented by TEAM : Octo-Ship

Our Team

Member	Role
Arhit Bose Tagore	Team Lead (ML Developer
Shreyash Mehrotra	Web Developer
M V Virajit	ML Developer

Overview of the Project

Our application allows the drone user to detect, identify and classify the type of water vessels such as Cruise ship, Military Ship etc. Our algorithm works with the help of Transfer Learning and uses Xception model to identify and classify the type of ships. Our software allows the drones to identify the vessels in the sunlight as well as in absence of light using image processing techniques such dilation and median blur

Significance of the Project

• Helps to accurately detect different type of vessels (Cargo, Tankers, Military, Carrier, Cruise)

• Trained the ML model with images of each type of vessel

• User Friendly web application.

Technology used

• OpenCV
• TensorFlow
• HTML
• CSS
• Javascript
• Flask

How is the problem solved??

Description

• Our application allows the drone user to detect, identify and classify the type of water vessels such as Cruise ship, Military Ship etc.
• Our algorithm works with the help of Transfer Learning and uses Xception model to identify and classify the type of ships.
• Our software allows the drones to identify the vessels in the sunlight as well as in absence of light using image processing techniques such as dilation and median blur

Model Architecture

Output