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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.

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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

Write a custom script to create train data structure