1. 28 May, 2020 2 commits
    • Ting Fu's avatar
      dnn_backend_native_layer_mathunary: add abs support · f73cc61b
      Ting Fu authored
      more math unary operations will be added here
      
      It can be tested with the model file generated with below python scripy:
      
      import tensorflow as tf
      import numpy as np
      import imageio
      
      in_img = imageio.imread('input.jpeg')
      in_img = in_img.astype(np.float32)/255.0
      in_data = in_img[np.newaxis, :]
      
      x = tf.placeholder(tf.float32, shape=[1, None, None, 3], name='dnn_in')
      x1 = tf.subtract(x, 0.5)
      x2 = tf.abs(x1)
      y = tf.identity(x2, name='dnn_out')
      
      sess=tf.Session()
      sess.run(tf.global_variables_initializer())
      
      graph_def = tf.graph_util.convert_variables_to_constants(sess, sess.graph_def, ['dnn_out'])
      tf.train.write_graph(graph_def, '.', 'image_process.pb', as_text=False)
      
      print("image_process.pb generated, please use \
      path_to_ffmpeg/tools/python/convert.py to generate image_process.model\n")
      
      output = sess.run(y, feed_dict={x: in_data})
      imageio.imsave("out.jpg", np.squeeze(output))
      Signed-off-by: 's avatarTing Fu <ting.fu@intel.com>
      Signed-off-by: 's avatarGuo, Yejun <yejun.guo@intel.com>
      f73cc61b
    • James Almer's avatar
  2. 27 May, 2020 22 commits
  3. 26 May, 2020 16 commits