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Created 5 years ago
Ship_Vessel Detection
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.
import matplotlib.pyplot as plt
import torch
from torchvision import datasets, transforms
import pandas as pd
import os
from PIL import Image
import shutil
import torchvision
import numpy as np
#define the transformations
transform_ship = transforms.Compose([transforms.ToTensor()])
#define the batchsize
training_batchsize = 5