From 0e62f0daa12b5425f96b5a439ea4c4c4c732f71d Mon Sep 17 00:00:00 2001 From: Tiago Freitas Pereira <tiagofrepereira@gmail.com> Date: Thu, 26 Jul 2018 10:36:48 +0200 Subject: [PATCH] Removed plit since this is not used --- doc/plot/convolve.py | 49 -------------------------------------------- 1 file changed, 49 deletions(-) delete mode 100644 doc/plot/convolve.py diff --git a/doc/plot/convolve.py b/doc/plot/convolve.py deleted file mode 100644 index 9b61d0f..0000000 --- a/doc/plot/convolve.py +++ /dev/null @@ -1,49 +0,0 @@ -import numpy -import bob.ip.tensorflow_extractor -import bob.db.mnist -from bob.ip.tensorflow_extractor import scratch_network -import os -import pkg_resources -import tensorflow as tf - - -def norm_image(image): - return (255 * ((image - numpy.min(image)) / (numpy.max(image) - numpy.min(image)))).astype("uint8") - - -# Loading some samples from mnist -db = bob.db.mnist.Database() -images = db.data(groups='train', labels=[0,1,2,3,4,5,6,7,8,9])[0][0:1] -images = numpy.reshape(images, (1, 28, 28, 1)) * 0.00390625 # Normalizing the data - -# preparing my inputs -inputs = tf.placeholder(tf.float32, shape=(None, 28, 28, 1)) -graph = scratch_network(inputs, end_point="conv1") - -# loading my model and projecting -filename = os.path.join(pkg_resources.resource_filename("bob.ip.tensorflow_extractor", 'data'), 'model.ckp.meta') -extractor = bob.ip.tensorflow_extractor.Extractor(filename, inputs, graph) - -# Getting the convolved images -convs = extractor(images) - -from matplotlib import pyplot - -pyplot.subplot(2, 3, 1) -pyplot.imshow(norm_image(images[0, :, :, 0]), cmap='Greys_r') - -pyplot.subplot(2, 3, 2) -pyplot.imshow(norm_image(convs[0, :, :, 0]), cmap='Greys_r') - -pyplot.subplot(2, 3, 3) -pyplot.imshow(norm_image(convs[0, :, :, 5]), cmap='Greys_r') - -pyplot.subplot(2, 3, 4) -pyplot.imshow(norm_image(convs[0, :, :, 2]), cmap='Greys_r') - -pyplot.subplot(2, 3, 5) -pyplot.imshow(norm_image(convs[0, :, :, 3]), cmap='Greys_r') - -pyplot.subplot(2, 3, 6) -pyplot.imshow(norm_image(convs[0, :, :, 4]), cmap='Greys_r') - -- GitLab