{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Extend labels\n", "The `extend_labels_with_maximum_radius` function, which has a counter part in scikit-image called `expand_labels` is a special dilation operation generating a label map corresponding to a simplified Voronoi diagram from a label image. Let's compare performance of the two.\n", "\n", "**Note:** benchmarking results vary heavily depending on image size, kernel size, used operations, parameters and used hardware. Use this notebook to adapt it to your use-case scenario and benchmark on your target hardware. If you have different scenarios or use-cases, you are very welcome to submit your notebook as pull-request!" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pyclesperanto_prototype as cle\n", "from skimage import filters\n", "import time\n", "\n", "# to measure kernel execution duration properly, we need to set this flag. It will slow down exection of workflows a bit though\n", "cle.set_wait_for_kernel_finish(True)\n", "\n", "# selet a GPU with the following in the name. This will fallback to any other GPU if none with this name is found\n", "cle.select_device('RTX')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following example is taken from https://scikit-image.org/docs/dev/auto_examples/segmentation/plot_expand_labels.html" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from skimage.filters import sobel\n", "from skimage.measure import label\n", "from skimage.segmentation import watershed, expand_labels\n", "from skimage.color import label2rgb\n", "from skimage import data\n", "\n", "coins = data.coins()\n", "\n", "# Make segmentation using edge-detection and watershed.\n", "edges = sobel(coins)\n", "\n", "# Identify some background and foreground pixels from the intensity values.\n", "# These pixels are used as seeds for watershed.\n", "markers = np.zeros_like(coins)\n", "foreground, background = 1, 2\n", "markers[coins < 30.0] = background\n", "markers[coins > 150.0] = foreground\n", "\n", "ws = watershed(edges, markers)\n", "seg1 = label(ws == foreground)\n", "\n", "expanded = expand_labels(seg1, distance=10)\n", "\n", "# Show the segmentations.\n", "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(9, 5),\n", " sharex=True, sharey=True)\n", "\n", "color1 = label2rgb(seg1, image=coins, bg_label=0)\n", "axes[0].imshow(color1)\n", "axes[0].set_title('Sobel+Watershed')\n", "\n", "color2 = label2rgb(expanded, image=coins, bg_label=0)\n", "axes[1].imshow(color2)\n", "axes[1].set_title('Expanded labels')\n", "\n", "for a in axes:\n", " a.axis('off')\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "skimage expand_labels duration: 0.012968063354492188\n", "skimage expand_labels duration: 0.010004997253417969\n", "skimage expand_labels duration: 0.011975765228271484\n", "skimage expand_labels duration: 0.008933544158935547\n", "skimage expand_labels duration: 0.009997844696044922\n", "skimage expand_labels duration: 0.008931875228881836\n", "skimage expand_labels duration: 0.0\n", "skimage expand_labels duration: 0.015656471252441406\n", "skimage expand_labels duration: 0.0\n", "skimage expand_labels duration: 0.015618085861206055\n" ] } ], "source": [ "# expanding labels with scikit-image\n", "for i in range(0, 10):\n", " start_time = time.time()\n", " expanded = expand_labels(seg1, distance=10)\n", " print(\"skimage expand_labels duration: \" + str(time.time() - start_time))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyclesperanto extend_labels_with_maximum_radius duration: 0.06679344177246094\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.015622377395629883\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.04925227165222168\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.018586397171020508\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.015621423721313477\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.015621423721313477\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.03236746788024902\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.015624523162841797\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.015621423721313477\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.01914811134338379\n" ] } ], "source": [ "# expanding labels with pyclesperanto\n", "labels_gpu = cle.push_zyx(seg1)\n", "\n", "expanded = None\n", "\n", "for i in range(0, 10):\n", " start_time = time.time()\n", " expanded = cle.extend_labels_with_maximum_radius(labels_gpu, expanded, 10)\n", " print(\"pyclesperanto extend_labels_with_maximum_radius duration: \" + str(time.time() - start_time))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3D" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(50, 303, 384)\n" ] } ], "source": [ "seg_stack = np.asarray([seg1] * 50)\n", "print(seg_stack.shape)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "skimage expand_labels duration: 1.0518789291381836\n", "skimage expand_labels duration: 1.0995392799377441\n", "skimage expand_labels duration: 1.0522525310516357\n", "skimage expand_labels duration: 1.0543451309204102\n", "skimage expand_labels duration: 1.0343217849731445\n", "skimage expand_labels duration: 1.0377931594848633\n", "skimage expand_labels duration: 1.0422143936157227\n", "skimage expand_labels duration: 1.073134422302246\n", "skimage expand_labels duration: 1.115753412246704\n", "skimage expand_labels duration: 1.175475835800171\n" ] } ], "source": [ "# expanding labels with scikit-image\n", "for i in range(0, 10):\n", " start_time = time.time()\n", " expanded = expand_labels(seg_stack, distance=10)\n", " print(\"skimage expand_labels duration: \" + str(time.time() - start_time))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyclesperanto extend_labels_with_maximum_radius duration: 0.1438426971435547\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.15584945678710938\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.1501140594482422\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.14949774742126465\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.164229154586792\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.16852140426635742\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.17992568016052246\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.18517732620239258\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.17927169799804688\n", "pyclesperanto extend_labels_with_maximum_radius duration: 0.18343257904052734\n" ] } ], "source": [ "# expanding labels with pyclesperanto\n", "labels_gpu = cle.push_zyx(seg_stack)\n", "\n", "expanded = None\n", "\n", "for i in range(0, 10):\n", " start_time = time.time()\n", " expanded = cle.extend_labels_with_maximum_radius(labels_gpu, expanded, 10)\n", " print(\"pyclesperanto extend_labels_with_maximum_radius duration: \" + str(time.time() - start_time))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }