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{
"cells": [
{
"cell_type": "markdown",
"id": "d4f3a6ea",
"metadata": {},
"source": [
"# Image Classification using Pre-trained model"
]
},
{
"cell_type": "markdown",
"id": "fbbc0216",
"metadata": {},
"source": [
"## Step 1- Download the model"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "036c7553",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"################|| Downloading inception-resnet-v2-tf ||################\n",
"\n",
"========== Downloading /home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2_2018_04_27.tgz\n",
"... 100%, 220587 KB, 5835 KB/s, 37 seconds passed\n",
"\n",
"========== Unpacking /home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2_2018_04_27.tgz\n",
"\n"
]
}
],
"source": [
"!omz_downloader --name inception-resnet-v2-tf"
]
},
{
"cell_type": "markdown",
"id": "26a0dbed",
"metadata": {},
"source": [
"## Step 2 - Import the libraries"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9fc430cc",
"metadata": {},
"outputs": [],
"source": [
"import cv2\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from openvino.runtime import Core\n",
"from pathlib import Path\n",
"from IPython.display import Markdown"
]
},
{
"cell_type": "markdown",
"id": "064fefdc",
"metadata": {},
"source": [
"## Step 3 - Convert the model to IR"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "1204f543",
"metadata": {},
"outputs": [],
"source": [
"# The paths of the source and converted models\n",
"model_path = Path(\"/home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.pb\")\n",
"ir_path = Path(model_path).with_suffix(\".xml\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "4c1063af",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Model Optimizer command to convert TensorFlow to OpenVINO:\n"
]
},
{
"data": {
"text/markdown": [
"`mo --input_model \"/home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.pb\" --input_shape \"[1,299,299,3]\" --mean_values=\"[127.5,127.5,127.5]\" --scale_values=\"[127.5]\" --data_type FP16 --output_dir \"/home/chetan/public/inception-resnet-v2-tf\"`"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Construct the command for Model Optimizer\n",
"mo_command = f\"\"\"mo\n",
" --input_model \"{model_path}\"\n",
" --input_shape \"[1,299,299,3]\"\n",
" --mean_values=\"[127.5,127.5,127.5]\"\n",
" --scale_values=\"[127.5]\"\n",
" --data_type FP16\n",
" --output_dir \"{model_path.parent}\"\n",
" \"\"\"\n",
"mo_command = \" \".join(mo_command.split())\n",
"print(\"Model Optimizer command to convert TensorFlow to OpenVINO:\")\n",
"display(Markdown(f\"`{mo_command}`\"))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "c430c9c9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Exporting TensorFlow model to IR... This may take a few minutes.\n",
"Model Optimizer arguments:\n",
"Common parameters:\n",
"\t- Path to the Input Model: \t/home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.pb\n",
"\t- Path for generated IR: \t/home/chetan/public/inception-resnet-v2-tf\n",
"\t- IR output name: \tinception_resnet_v2\n",
"\t- Log level: \tERROR\n",
"\t- Batch: \tNot specified, inherited from the model\n",
"\t- Input layers: \tNot specified, inherited from the model\n",
"\t- Output layers: \tNot specified, inherited from the model\n",
"\t- Input shapes: \t[1,299,299,3]\n",
"\t- Source layout: \tNot specified\n",
"\t- Target layout: \tNot specified\n",
"\t- Layout: \tNot specified\n",
"\t- Mean values: \t[127.5,127.5,127.5]\n",
"\t- Scale values: \t[127.5]\n",
"\t- Scale factor: \tNot specified\n",
"\t- Precision of IR: \tFP16\n",
"\t- Enable fusing: \tTrue\n",
"\t- User transformations: \tNot specified\n",
"\t- Reverse input channels: \tFalse\n",
"\t- Enable IR generation for fixed input shape: \tFalse\n",
"\t- Use the transformations config file: \tNone\n",
"Advanced parameters:\n",
"\t- Force the usage of legacy Frontend of Model Optimizer for model conversion into IR: \tFalse\n",
"\t- Force the usage of new Frontend of Model Optimizer for model conversion into IR: \tFalse\n",
"TensorFlow specific parameters:\n",
"\t- Input model in text protobuf format: \tFalse\n",
"\t- Path to model dump for TensorBoard: \tNone\n",
"\t- List of shared libraries with TensorFlow custom layers implementation: \tNone\n",
"\t- Update the configuration file with input/output node names: \tNone\n",
"\t- Use configuration file used to generate the model with Object Detection API: \tNone\n",
"\t- Use the config file: \tNone\n",
"OpenVINO runtime found in: \t/home/chetan/miniconda3/envs/openvino/lib/python3.8/site-packages/openvino\n",
"OpenVINO runtime version: \t2022.1.0-7019-cdb9bec7210-releases/2022/1\n",
"Model Optimizer version: \t2022.1.0-7019-cdb9bec7210-releases/2022/1\n",
"/home/chetan/miniconda3/envs/openvino/lib/python3.8/site-packages/numpy/lib/function_base.py:792: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray\n",
" return array(a, order=order, subok=subok, copy=True)\n",
"[ SUCCESS ] Generated IR version 11 model.\n",
"[ SUCCESS ] XML file: /home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.xml\n",
"[ SUCCESS ] BIN file: /home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.bin\n",
"[ SUCCESS ] Total execution time: 166.68 seconds. \n",
"[ SUCCESS ] Memory consumed: 907 MB. \n",
"[ INFO ] The model was converted to IR v11, the latest model format that corresponds to the source DL framework input/output format. While IR v11 is backwards compatible with OpenVINO Inference Engine API v1.0, please use API v2.0 (as of 2022.1) to take advantage of the latest improvements in IR v11.\n",
"Find more information about API v2.0 and IR v11 at https://docs.openvino.ai\n"
]
}
],
"source": [
"# Run Model Optimizer\n",
"print(\"Exporting TensorFlow model to IR... This may take a few minutes.\")\n",
"! $mo_command"
]
},
{
"cell_type": "markdown",
"id": "d8af4eda",
"metadata": {},
"source": [
"## Load the model"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c6d0b51c",
"metadata": {},
"outputs": [],
"source": [
"# Load the converted model\n",
"ie = Core()\n",
"model = ie.read_model(model=\"/home/chetan/public/inception-resnet-v2-tf/inception_resnet_v2.xml\")\n",
"compiled_model = ie.compile_model(model=model, device_name=\"CPU\")"
]
},
{
"cell_type": "markdown",
"id": "2c983e0e",
"metadata": {},
"source": [
"## Get Model Information"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d5cbe55e",
"metadata": {},
"outputs": [],
"source": [
"input_layer = next(iter(compiled_model.inputs))\n",
"output_layer = next(iter(compiled_model.outputs))\n",
"network_input_shape = input_layer.shape"
]
},
{
"cell_type": "markdown",
"id": "968090ad",
"metadata": {},
"source": [
"## Load an Image"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "d09461bf",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"## # The MobileNet network expects images in RGB format\n",
"image = cv2.cvtColor(cv2.imread(filename=\"data/Bengal-tiger-1.jpg\"), code=cv2.COLOR_BGR2RGB)\n",
"\n",
"# Resize image to network input image shape\n",
"resized_image = cv2.resize(src=image, dsize=(299, 299))\n",
"\n",
"# Transpose image to network input shape\n",
"input_image = np.expand_dims(resized_image, 0)\n",
"\n",
"plt.imshow(image);"
]
},
{
"cell_type": "markdown",
"id": "018b2fd9",
"metadata": {},
"source": [
"## Inference"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "f879c8f5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Result index 293\n",
"Predicted class: tiger\n"
]
}
],
"source": [
"# Option 1\n",
"\n",
"result = compiled_model([input_image])[output_layer]\n",
"result_index = np.argmax(result)\n",
"print('Result index', result_index)\n",
"\n",
"# Convert the inference result to a class name.\n",
"imagenet_classes = open(\"/home/chetan/public/inception-resnet-v2-tf/labels.txt\").read().splitlines()\n",
"print('Predicted class:', imagenet_classes[result_index])"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "093dbdba",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Predicted class: tiger\n"
]
}
],
"source": [
"# Option 2\n",
"request = compiled_model.create_infer_request()\n",
"request.infer(inputs={input_layer.any_name: input_image})\n",
"result = request.get_output_tensor(output_layer.index).data\n",
"result_index = np.argmax(result)\n",
"\n",
"# Convert the inference result to a class name.\n",
"imagenet_classes = open(\"/home/chetan/public/inception-resnet-v2-tf/labels.txt\").read().splitlines()\n",
"print('Predicted class:', imagenet_classes[result_index])"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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