Im trying to load an image to Jupyter notebook to use it in Tensorflow, Im using this Code below :
import numpy as np
from pathlib import Path
import pandas as pd
import matplotlib.pyplot as plt
import sklearn.model_selection as train_test_split
import tensorflow as tf
from PIL import Image
import os
from keras.utils import to_categorical
from keras.models import Sequential
from keras.layers import Conv2D, MaxPool2D, Dense,Flatten, Dropout
data= []
labels = []
classes = 43
cur_path = os.getcwd()
for i in range(classes) :
path = os.path.join(cur_path,'Dataset\Train', str(i))
images = os.listdir(path)
for a in images :
try:
image = Image.open(path + '\\' + a)
image.resize(30,30)
image.show()
image = np.array(image)
data.append(image)
labels.append(i)
except:
print("error loading image")
data = np.array(data)
labels = np.array(labels)
Unfortunately im having this error message : error loading image
Does anyone have any idea?
Update : Removed the try and except ,
for a in images :
image = Image.open(path + '\\' + a)
image.resize(30,30)
display(image)
image = np.array(image)
data = np.array(data)
labels = np.array(labels)
error :
ValueError
Traceback (most recent call last) in 2 3 image = Image.open(path + '\\' + a)
----> 4 image.resize(30,30)
5 display(image)
6 image = np.array(image)
~\\anaconda3\\lib\\site-packages\\PIL\\Image.py in resize(self, size, resample, box, reducing_gap) 1883 ) 1884 ] -> 1885 raise ValueError(
1886 message + " Use " + ", ".join(filters[:-1]) + " or " + filters[-1]
1887 )
ValueError: Unknown resampling filter (30). Use Image.NEAREST (0),
Image.LANCZOS (1), Image.BILINEAR (2), Image.BICUBIC (3), Image.BOX (4) or
Image.HAMMING (5)
Solved the value error after a few changes:
from IPython.display import display
for a in images :
try:
image = Image.open(path + '\\' + a)
image = image.resize((30,30))
display(image)
image = np.array(image)
data.append(image)
labels.append(i)
except:
print("error loading image")
data = np.array(data)
labels = np.array(labels)
**Thankyou basic mojo **
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