CODEWITHSUNDEEP
pythonopencvpytorch
AA2018-2020
AA2018-2020

Reputation: 431

TypeError: pic should be PIL Image or ndarray. Got <class ‘bool’>

I would like to split images using Open CV then feed to the by PyTorch model to count object in each image. I am getting the following error message when running the code: TypeError: pic should be PIL Image or ndarray. Got <class ‘bool’>

import os

import numpy as np
import torch
from PIL import Image
from torch.utils.data import Dataset
from torchvision import transforms, utils
#from torchvision.transforms import Grayscalei
import pandas as pd
import pdb
import cv2

class CellsDataset(Dataset):
    # a very simple dataset

    def __init__(self, root_dir, transform=None, return_filenames=False):
        self.root = root_dir
        self.transform = transform
        self.return_filenames = return_filenames
        self.files = [os.path.join(self.root,filename) for filename in os.listdir(self.root)]
        self.files = [path for path in self.files
                      if os.path.isfile(path) and os.path.splitext(path)[1]=='.png']

    def __len__(self):
        return len(self.files)

    def __getitem__(self, idx):
        path = self.files[idx]
        sample = Image.open(path)        

        sample = cv2.imread(path)
        b,g,r=cv2.split(sample)
        sample=cv2.imwrite('sample.png', g)


        #transform3 = Grayscale(num_output_channels=3)
        #sample = transform3(sample) # convert to a 3 channel grayscale, as it needs to be 3 channel.
        if self.transform:
            sample = self.transform(sample)

        if self.return_filenames:
            return sample, path
        else:
            return sample

Upvotes: 0

Views: 337

Answers (1)

wjakobw
wjakobw

Reputation: 535

The variable sample is reassigned to what cv2.imwrite returns in this line:

sample=cv2.imwrite('sample.png', g)

That replaces your ndarray with something else.

Try replacing that line with simply cv2.imwrite('sample.png', g) without assigning the value of the evaluated expression to sample.

Upvotes: 1

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