Skip to content

Instantly share code, notes, and snippets.

@yiyuezhuo
Created April 8, 2021 10:10
Show Gist options
  • Save yiyuezhuo/8c9efbdbbeaf39c4626080d78c98c7c5 to your computer and use it in GitHub Desktop.
Save yiyuezhuo/8c9efbdbbeaf39c4626080d78c98c7c5 to your computer and use it in GitHub Desktop.
Add a NMS op node to an exisiting ONNX model
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "9b25b880",
"metadata": {},
"outputs": [],
"source": [
"# https://towardsdatascience.com/real-time-face-recognition-with-cpu-983d35cc3ec5\n",
"# https://github.com/onnx/onnx/issues/2216#issuecomment-667760885"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "53e3c02d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'1.8.1'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import onnx\n",
"from onnx import helper, checker, numpy_helper, version_converter\n",
"from onnx import AttributeProto, TensorProto, GraphProto\n",
"\n",
"onnx.__version__"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "30c51105",
"metadata": {},
"outputs": [],
"source": [
"# https://drive.google.com/drive/folders/1EDOJtWE_rnotlHZBRoYvPotRHr9PghxY?usp=sharing\n",
"onnx_path = \"ultra_light_640.onnx\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "bdd67f74",
"metadata": {},
"outputs": [],
"source": [
"onnx_model = onnx.load(onnx_path)\n",
"onnx_model = version_converter.convert_version(onnx_model, 12)\n",
"\n",
"graph = onnx_model.graph\n",
"\n",
"# Transpose scores from \n",
"# [num_batches, spatial_dimension, num_classes] to\n",
"# [num_batches, num_classes, spatial_dimension]\n",
"scores_transposed_node = onnx.helper.make_node(\n",
" 'Transpose',\n",
" inputs=['scores'],\n",
" outputs=['scores_transposed'],\n",
" perm=[0, 2, 1]\n",
")\n",
"\n",
"graph.node.append(scores_transposed_node)\n",
"\n",
"# make constant tensors\n",
"# score_threshold = onnx.helper.make_tensor(\"score_threshold\", TensorProto.FLOAT, [1], [0.9])\n",
"score_threshold = onnx.helper.make_tensor(\"score_threshold\", TensorProto.FLOAT, [1], [0.7])\n",
"# iou_threshold = onnx.helper.make_tensor(\"iou_threshold\", TensorProto.FLOAT, [1], [0.3])\n",
"iou_threshold = onnx.helper.make_tensor(\"iou_threshold\", TensorProto.FLOAT, [1], [0.5])\n",
"max_output_boxes_per_class = onnx.helper.make_tensor(\"max_output_boxes_per_class\", TensorProto.INT64, [1], [200])\n",
"\n",
"# create the NMS node\n",
"inputs=['boxes', 'scores_transposed', 'max_output_boxes_per_class', 'iou_threshold', 'score_threshold',]\n",
"outputs = [\"selected_indices\"]\n",
"nms_node = onnx.helper.make_node(\n",
" 'NonMaxSuppression',\n",
" inputs,\n",
" [\"selected_indices\"],\n",
")\n",
"\n",
"\n",
"# add to the list of graph nodes\n",
"graph.node.append(nms_node)\n",
"\n",
"# append to the output (now the outputs would be scores, bboxes, selected_indices)\n",
"output_value_info = onnx.helper.make_tensor_value_info(\"selected_indices\", TensorProto.INT64, shape=[])\n",
"graph.output.append(output_value_info)\n",
"\n",
"# add to initializers - without this, onnx will not know where these came from, and complain that \n",
"# they're neither outputs of other nodes, nor inputs. As initializers, however, they are treated \n",
"# as constants needed for the NMS op\n",
"graph.initializer.append(score_threshold)\n",
"graph.initializer.append(iou_threshold)\n",
"graph.initializer.append(max_output_boxes_per_class)\n",
"\n",
"# check that it works and re-save\n",
"onnx.checker.check_model(onnx_model, full_check=False)\n",
"onnx.save(onnx_model, \"ultra_light_640_appended2.onnx\")\n",
"\n",
"# Why does full_check=True failed but onnxruntime works?"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e92b05aa",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'1.7.0'"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import onnxruntime as ort\n",
"import cv2\n",
"import numpy as np\n",
"\n",
"ort.__version__"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "365276ff",
"metadata": {},
"outputs": [],
"source": [
"# https://github.com/fyr91/face_detection/blob/master/TestImg/crowd.jpg\n",
"\n",
"raw_img = cv2.imread(\"crowd.jpg\")\n",
"h, w, _ = raw_img.shape\n",
"img = cv2.cvtColor(raw_img, cv2.COLOR_BGR2RGB)\n",
"img = cv2.resize(img, (640, 480))\n",
"img_mean = np.array([127, 127, 127])\n",
"img = (img - img_mean) / 128\n",
"img = np.transpose(img, [2, 0, 1])\n",
"img = np.expand_dims(img, axis=0)\n",
"img = img.astype(np.float32)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "5167af6b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"((22, 2), (22, 4))"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"session = ort.InferenceSession(\"ultra_light_640_appended2.onnx\")\n",
"input_name = session.get_inputs()[0].name\n",
"scores, boxes, selected_indices= session.run([\"scores\", \"boxes\", \"selected_indices\"], {input_name: img})\n",
"mask = selected_indices[:, 1] != 0\n",
"idx_arr = selected_indices[mask][:, 2]\n",
"scores_face, boxes_face = scores[0, idx_arr, :], boxes[0, idx_arr, :]\n",
"\n",
"scores_face.shape, boxes_face.shape"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "5ea83d24",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"from matplotlib.patches import Rectangle\n",
"\n",
"def draw_boxes(img, boxes):\n",
" yl, xl = img.shape[:2]\n",
" for x1, y1, x2, y2 in boxes:\n",
" xy = (x1*xl, y1*yl)\n",
" width = (x2 - x1) * xl\n",
" height = (y2 - y1) * yl\n",
" rect = Rectangle(xy, width, height, fill=False, linewidth=5, edgecolor='red')\n",
" plt.gca().add_patch(rect)\n",
"\n",
" \n",
"raw_img_rgb = cv2.cvtColor(raw_img, cv2.COLOR_BGR2RGB)\n",
"\n",
"plt.imshow(raw_img_rgb)\n",
"draw_boxes(raw_img_rgb, boxes_face)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b36a39b7",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:root]",
"language": "python",
"name": "conda-root-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment