WebApr 1, 2024 · cannot reshape array of size 64 into shape (28,28) Ask Question Asked 4 years ago Modified 4 years ago Viewed 6k times 1 Not able to reshape the image in mnist dataset using sklean This is the starting portion of my code just load the data some_digit = X [880] some_digit_image = some_digit.reshape (28, 28) ERROR PART WebAug 29, 2024 · You're trying to reshape a 4096-dimensional image to an image having the shape of (64, 64, 3) -- which denotes an image with RGB color (or BGR color in OpenCV). However, the images being read are grayscale. This means you should not reshape it to (64, 64, 3) but instead to (64, 64, 1). data = img.reshape (1, IMG_SIZE, IMG_SIZE, 1) …
NumPy Array Reshaping - W3Schools
WebMar 14, 2024 · ValueError: cannot reshape array of size 0 into shape (25,785) 这个错误提示意味着你正在尝试将一个长度为0的数组重新塑形为一个(25,785)的数组,这是不可能的。 可能原因有很多,比如你没有正确地加载数据,或者数据集中没有足够的数据。 WebApr 1, 2024 · 但是输入的图片尺寸肯定是不同的,那么就是在reshape前面resize部分出了问题。 由于scipy版本问题,scipy>=1.2不再包含函数 imresize ,所以在之前我就按网上的方法将 image = imresize (image, [height, width], interp='nearest') 调用numpy库: import numpy as np 原句改为了: np.array (Image.fromarray (image).resize ( (height, width))) 上述改 … reattach glasses arm
numpy - cannot reshape array of size x into shape y error during …
WebMay 12, 2024 · May 12, 2024 at 17:41 Your input is in RGB not grayscale but you are defining only 1 channel for inputs: X_train = X_train.reshape (-1, 28, 28, 1). You need to either transform your images into grayscale or set the channel dimension to 3. – Erfan May 12, 2024 at 17:59 Thank you so much for your help @Erfan. WebJan 28, 2024 · 1 Answer Sorted by: 3 You probably are trying to predict on an RGB image, while the model requires a grayscale image. What would work is if you do img = img [:,:,0] right after you load the image and then do the remaining process as it is. Share Follow answered Jan 28, 2024 at 5:39 Kalpit 861 8 24 WebMar 9, 2024 · Sorted by: 1. If size of image data is 40000 and not equal 1x32x32x3 (One image with width and height, 32 x 32, and RGB format), you reshape it and then got the … university of memphis mbb