Your image have different sizes. For RandomizedPCA to work, they all
need to have the same size.
On 02/10/2016 12:00 AM, Zeyad Abdelmottaleb wrote:
Stefan,
I’ve tried this method and I’m getting this error while implementing
RandomizedPCA;
setting an array element with a sequence.
help?
Regards,
Zeyad
On Jan 24, 2016, at 11:09 PM, Stéfan van der Walt
<stef...@berkeley.edu <mailto:stef...@berkeley.edu>> wrote:
On Sun, Jan 24, 2016 at 5:59 AM, Abder-Rahman Ali
<abder.rahman....@gmail.com <mailto:abder.rahman....@gmail.com>> wrote:
I have two subdirectories: category-1 and category-2, each of which
contains
image files (.jpg) that belong to each category.
How can I use those images and two categories with the
train_test_split()
function in Scikit-Learn? In other words, to arrange the training and
testing data?
How about something like:
```
from skimage.io <http://skimage.io> import ImageCollection
from sklearn.cross_validation import train_test_split
import os.path
ic = ImageCollection('/path/to/category-1:/path/to/category-2')
labels = [os.path.dirname(f) for f in ic.files]
train_images, test_images, train_labels, test_labels =
train_test_split(ic, labels)
```
Stéfan
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