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openvinotoolkit · Sep 18, 2024 · 8050c90 · 8050c90
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diff --git a/.ci/spellcheck/.pyspelling.wordlist.txt b/.ci/spellcheck/.pyspelling.wordlist.txt
@@ -16,6 +16,9 @@ Agentic
 agentic
 ai
 al
+AISE
+AISEClassification
+AISEDetection
 Alibaba
 ALiBi
 AlpacaEval
@@ -75,6 +78,7 @@ bilinear
 biometrics
 BiT
 blockwise
+BLACKBOX
 boolean
 CentOS
 CFG
@@ -384,6 +388,7 @@ Kaiming
 Kalman
 kbps
 KD
+KDE
 keras
 KerasCV
 keypoint
@@ -516,6 +521,7 @@ NCE
 NEOX
 NER
 NETP
+Netron
 NeuSpell
 NeXT
 NLP
@@ -936,6 +942,7 @@ WavLM
 WebGL
 WebUI
 WER
+WHITEBOX
 WIKISQL
 wikipedia
 WikiTable
@@ -948,13 +955,6 @@ wuerstchen
 WuerstchenDiffNeXt
 Würstchen
 XAI
-AISE
-AISEClassification
-AISEDetection
-WHITEBOX
-BLACKBOX
-Netron
-KDE
 XCode
 Xeon
 xl

diff --git a/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb b/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb
@@ -61,7 +61,7 @@
     "\n",
     "# Install openvino xai package\n",
     "# %pip install -q --no-deps  \"openvino-xai>=1.1.0\"\n",
-    "%pip install git+https://github.com/negvet/openvino_xai@et/bug_fixing\n",
+    "%pip install git+https://github.com/openvinotoolkit/openvino_xai@et/bug_fixing\n",
     "\n",
     "if platform.system() != \"Windows\":\n",
     "    %pip install -q \"matplotlib>=3.4\"\n",
@@ -377,11 +377,21 @@
     "    data=input_image,\n",
     "    targets=result_index,  # can be a single target or a container of targets\n",
     "    label_names=imagenet_classes,  # optional, list of label names\n",
-    "    overlay=True,  # optional, saliency map overlay over the input image, defaults to False\n",
+    "    overlay=True,  # saliency map overlays over the input image, defaults to False\n",
     ")\n",
     "explanation.plot()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "6d6e107b",
+   "metadata": {},
+   "source": [
+    "<b>Note:</b> by default, overlay is applied over the image in the `data` argument. \n",
+    "In this case, `data` was preprocessed (e.g. resized to 224x224), but still recognizable by human.\n",
+    "In order for the overlay to applied over the original image, provide original image with `original_image` argument (please refer to [OpenVINO™ Explainable AI Toolkit (2/3): Deep Dive](../explainable-ai-2-deep-dive/README.md))."
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",

diff --git a/notebooks/explainable-ai-2-deep-dive/explainable-ai-2-deep-dive.ipynb b/notebooks/explainable-ai-2-deep-dive/explainable-ai-2-deep-dive.ipynb
diff --git a/notebooks/explainable-ai-3-map-interpretation/explainable-ai-3-map-interpretation.ipynb b/notebooks/explainable-ai-3-map-interpretation/explainable-ai-3-map-interpretation.ipynb