Change TensorFlow Hub links to Kaggle models (#1482)

* Change TensorFlow Hub links to Kaggle models

Signed-off-by: Ilya Trushkin <[email protected]>

* Update links for direct download

Signed-off-by: Ilya Trushkin <[email protected]>

---------

Signed-off-by: Ilya Trushkin <[email protected]>

Author: itrushkin

notebooks/002-openvino-api/002-openvino-api.ipynb

@@ -336,7 +336,7 @@
    "source": [
     "from pathlib import Path\n",
     "\n",
-    "tflite_model_url = 'https://tfhub.dev/tensorflow/lite-model/inception_v4_quant/1/default/1?lite-format=tflite'\n",
+    "tflite_model_url = 'https://www.kaggle.com/models/tensorflow/inception/frameworks/tfLite/variations/v4-quant/versions/1?lite-format=tflite'\n",
     "tflite_model_path = Path('model/classification.tflite')\n",
     "\n",
     "download_file(tflite_model_url, filename=tflite_model_path.name, directory=tflite_model_path.parent)"

notebooks/119-tflite-to-openvino/119-tflite-to-openvino.ipynb

@@ -119,7 +119,7 @@
     "tflite_model_path = model_dir / \"efficientnet_lite0_fp32_2.tflite\"\n",
     "\n",
     "ov_model_path = tflite_model_path.with_suffix(\".xml\")\n",
-    "model_url = \"https://tfhub.dev/tensorflow/lite-model/efficientnet/lite0/fp32/2?lite-format=tflite\"\n",
+    "model_url = \"https://www.kaggle.com/models/tensorflow/efficientnet/frameworks/tfLite/variations/lite0-fp32/versions/2?lite-format=tflite\"\n",
     "\n",
     "download_file(model_url, tflite_model_path.name, model_dir)"
    ]

notebooks/120-tensorflow-object-detection-to-openvino/120-tensorflow-instance-segmentation-to-openvino.ipynb

@@ -132,7 +132,7 @@
     "\n",
     "openvino_ir_path = ir_model_dir / f\"{model_name}.xml\"\n",
     "\n",
-    "tf_model_url = \"https://tfhub.dev/tensorflow/mask_rcnn/inception_resnet_v2_1024x1024/1?tf-hub-format=compressed\"\n",
+    "tf_model_url = \"https://www.kaggle.com/models/tensorflow/mask-rcnn-inception-resnet-v2/frameworks/tensorFlow2/variations/1024x1024/versions/1?tf-hub-format=compressed\"\n",
     "\n",
     "tf_model_archive_filename = f\"{model_name}.tar.gz\""
    ]

notebooks/120-tensorflow-object-detection-to-openvino/120-tensorflow-object-detection-to-openvino.ipynb

@@ -132,7 +132,7 @@
     "\n",
     "openvino_ir_path = ir_model_dir / f\"{model_name}.xml\"\n",
     "\n",
-    "tf_model_url = \"https://tfhub.dev/tensorflow/faster_rcnn/resnet50_v1_640x640/1?tf-hub-format=compressed\"\n",
+    "tf_model_url = \"https://www.kaggle.com/models/tensorflow/faster-rcnn-resnet-v1/frameworks/tensorFlow2/variations/faster-rcnn-resnet50-v1-640x640/versions/1?tf-hub-format=compressed\"\n",
     "\n",
     "tf_model_archive_filename = f\"{model_name}.tar.gz\""
    ]

notebooks/126-tensorflow-hub/126-tensorflow-hub.ipynb

@@ -113,7 +113,7 @@
    "source": [
     "IMAGE_SHAPE = (224, 224)\n",
     "IMAGE_URL, IMAGE_PATH = \"https://storage.googleapis.com/download.tensorflow.org/example_images/grace_hopper.jpg\", \"data/grace_hopper.jpg\"\n",
-    "MODEL_URL, MODEL_PATH = \"https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/5\", \"models/mobilenet_v2_100_224.xml\""
+    "MODEL_URL, MODEL_PATH = \"https://www.kaggle.com/models/google/mobilenet-v1/frameworks/tensorFlow2/variations/100-224-classification/versions/2\", \"models/mobilenet_v2_100_224.xml\""
    ]
   },
   {
@@ -421,7 +421,7 @@
    ],
    "source": [
     "%pip install -q tensorflow tensorflow_hub \"opencv-python\" numpy matplotlib\n",
-    "%pip install -q \"openvino==2023.2.0.dev20230922\""
+    "%pip install -q \"openvino>=2023.2.0\""
    ]
   },
   {
@@ -456,7 +456,7 @@
     "STYLE_IMAGE_URL = \"https://upload.wikimedia.org/wikipedia/commons/b/b4/Vassily_Kandinsky%2C_1913_-_Composition_7.jpg\"\n",
     "STYLE_IMAGE_PATH = \"./data/Vassily_Kandinsky%2C_1913_-_Composition_7.jpg\"\n",
     "\n",
-    "MODEL_URL = \"https://tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2\"\n",
+    "MODEL_URL = \"https://www.kaggle.com/models/google/arbitrary-image-stylization-v1/frameworks/tensorFlow1/variations/256/versions/2\"\n",
     "MODEL_PATH = \"./models/arbitrary-image-stylization-v1-256.xml\""
    ]
   },

notebooks/269-film-slowmo/269-film-slowmo.ipynb

@@ -238,7 +238,8 @@
     "    x1=tf.keras.layers.Input(shape=(None, None, 3)),\n",
     "    time=tf.keras.layers.Input(shape=(1)),\n",
     ")\n",
-    "film_layer = hub.KerasLayer(\"https://tfhub.dev/google/film/1\")(inputs)\n",
+    "model_url = \"https://www.kaggle.com/models/google/film/frameworks/tensorFlow2/variations/film/versions/1\"\n",
+    "film_layer = hub.KerasLayer(model_url)(inputs)\n",
     "film_model = tf.keras.Model(inputs=inputs, outputs=film_layer)"
    ]
   },