Updating notebooks (openvinotoolkit#20865)

kblaszczak-intel · Nov 6, 2023 · a554611 · a554611
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diff --git a/docs/articles_en/learn_openvino/tutorials.md b/docs/articles_en/learn_openvino/tutorials.md
diff --git a/docs/nbdoc/consts.py b/docs/nbdoc/consts.py
@@ -8,7 +8,7 @@
 
 repo_branch = "tree/main"
 
-artifacts_link = "http://repository.toolbox.iotg.sclab.intel.com/projects/ov-notebook/0.1.0-latest/20230815220807/dist/rst_files/"
+artifacts_link = "http://repository.toolbox.iotg.sclab.intel.com/projects/ov-notebook/0.1.0-latest/20231030220807/dist/rst_files/"
 
 blacklisted_extensions = ['.xml', '.bin']
 

diff --git a/docs/notebooks/001-hello-world-with-output.rst b/docs/notebooks/001-hello-world-with-output.rst
@@ -11,47 +11,52 @@ Zoo <https://github.com/openvinotoolkit/open_model_zoo/>`__ is used in
 this tutorial. For more information about how OpenVINO IR models are
 created, refer to the `TensorFlow to
 OpenVINO <101-tensorflow-classification-to-openvino-with-output.html>`__
-tutorial. 
+tutorial.
 
 **Table of contents:**
 
-- `Imports <#imports>`__
-- `Download the Model and data samples <#download-the-model-and-data-samples>`__
-- `Select inference device <#select-inference-device>`__
-- `Load the Model <#load-the-model>`__
-- `Load an Image <#load-an-image>`__
-- `Do Inference <#do-inference>`__
+
+-  `Imports <#imports>`__
+-  `Download the Model and data samples <#download-the-model-and-data-samples>`__
+-  `Select inference device <#select-inference-device>`__
+-  `Load the Model <#load-the-model>`__
+-  `Load an Image <#load-an-image>`__
+-  `Do Inference <#do-inference>`__
 
 .. code:: ipython3
 
     # Install openvino package
-    !pip install -q "openvino==2023.1.0.dev20230811"
+    %pip install -q "openvino>=2023.1.0"
 
 
 .. parsed-literal::
 
-    ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
-    openvino-dev 2023.0.0 requires openvino==2023.0.0, but you have openvino 2023.1.0.dev20230811 which is incompatible.
-    
+    Note: you may need to restart the kernel to use updated packages.
+
 
-Imports
-############################################
+Imports 
+-------------------------------------------------
 
 .. code:: ipython3
 
     from pathlib import Path
-    import sys
     
     import cv2
     import matplotlib.pyplot as plt
     import numpy as np
     import openvino as ov
     
-    sys.path.append("../utils")
+    # Fetch `notebook_utils` module
+    import urllib.request
+    urllib.request.urlretrieve(
+        url='https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/main/notebooks/utils/notebook_utils.py',
+        filename='notebook_utils.py'
+    )
+    
     from notebook_utils import download_file
 
-Download the Model and data samples
-########################################################################
+Download the Model and data samples 
+-----------------------------------------------------------------------------
 
 .. code:: ipython3
 
@@ -84,10 +89,10 @@ Download the Model and data samples
     artifacts/v3-small_224_1.0_float.bin:   0%|          | 0.00/4.84M [00:00<?, ?B/s]
 
 
-Select inference device
-############################################################
+Select inference device 
+-----------------------------------------------------------------
 
-Select device from dropdown list for running inference using OpenVINO:
+select device from dropdown list for running inference using OpenVINO
 
 .. code:: ipython3
 
@@ -112,8 +117,8 @@ Select device from dropdown list for running inference using OpenVINO:
 
 
 
-Load the Model
-###################################################
+Load the Model 
+--------------------------------------------------------
 
 .. code:: ipython3
 
@@ -123,13 +128,19 @@ Load the Model
     
     output_layer = compiled_model.output(0)
 
-Load an Image
-##################################################
+Load an Image 
+-------------------------------------------------------
 
 .. code:: ipython3
 
+    # Download the image from the openvino_notebooks storage
+    image_filename = download_file(
+        "https://storage.openvinotoolkit.org/repositories/openvino_notebooks/data/data/image/coco.jpg",
+        directory="data"
+    )
+    
     # The MobileNet model expects images in RGB format.
-    image = cv2.cvtColor(cv2.imread(filename="../data/image/coco.jpg"), code=cv2.COLOR_BGR2RGB)
+    image = cv2.cvtColor(cv2.imread(filename=str(image_filename)), code=cv2.COLOR_BGR2RGB)
     
     # Resize to MobileNet image shape.
     input_image = cv2.resize(src=image, dsize=(224, 224))
@@ -140,11 +151,17 @@ Load an Image
 
 
 
-.. image:: 001-hello-world-with-output_files/001-hello-world-with-output_11_0.png
+.. parsed-literal::
+
+    data/coco.jpg:   0%|          | 0.00/202k [00:00<?, ?B/s]
+
+
 
+.. image:: 001-hello-world-with-output_files/001-hello-world-with-output_11_1.png
 
-Do Inference
-#################################################
+
+Do Inference 
+------------------------------------------------------
 
 .. code:: ipython3
 
@@ -153,9 +170,22 @@ Do Inference
 
 .. code:: ipython3
 
-    # Convert the inference result to a class name.
-    imagenet_classes = open("../data/datasets/imagenet/imagenet_2012.txt").read().splitlines()
+    imagenet_filename = download_file(
+        "https://storage.openvinotoolkit.org/repositories/openvino_notebooks/data/data/datasets/imagenet/imagenet_2012.txt",
+        directory="data"
+    )
     
+    imagenet_classes = imagenet_filename.read_text().splitlines()
+
+
+
+.. parsed-literal::
+
+    data/imagenet_2012.txt:   0%|          | 0.00/30.9k [00:00<?, ?B/s]
+
+
+.. code:: ipython3
+
     # The model description states that for this model, class 0 is a background.
     # Therefore, a background must be added at the beginning of imagenet_classes.
     imagenet_classes = ['background'] + imagenet_classes

diff --git a/...iles/001-hello-world-with-output_11_0.png → ...iles/001-hello-world-with-output_11_1.png b/...iles/001-hello-world-with-output_11_0.png → ...iles/001-hello-world-with-output_11_1.png
diff --git a/docs/notebooks/001-hello-world-with-output_files/index.html b/docs/notebooks/001-hello-world-with-output_files/index.html
@@ -1,7 +1,7 @@
 <html>
-<head><title>Index of /projects/ov-notebook/0.1.0-latest/20230815220807/dist/rst_files/001-hello-world-with-output_files/</title></head>
+<head><title>Index of /projects/ov-notebook/0.1.0-latest/20231030220807/dist/rst_files/001-hello-world-with-output_files/</title></head>
 <body bgcolor="white">
-<h1>Index of /projects/ov-notebook/0.1.0-latest/20230815220807/dist/rst_files/001-hello-world-with-output_files/</h1><hr><pre><a href="../">../</a>
-<a href="001-hello-world-with-output_10_0.png">001-hello-world-with-output_10_0.png</a>               16-Aug-2023 01:31              387941
+<h1>Index of /projects/ov-notebook/0.1.0-latest/20231030220807/dist/rst_files/001-hello-world-with-output_files/</h1><hr><pre><a href="../">../</a>
+<a href="001-hello-world-with-output_11_1.png">001-hello-world-with-output_11_1.png</a>               31-Oct-2023 00:35              387941
 </pre><hr></body>
 </html>