{ "cells": [ { "cell_type": "markdown", "id": "862b383e", "metadata": {}, "source": [ "# LPIPS: perceptual similarity for ultrasound images\n", "\n", "Assessment of ultrasound image quality is one of the more notorious challenges. zea offers a variety of commonly used metrics in `zea.metrics`. In this notebook, we demonstrate how to use the [LPIPS](https://github.com/richzhang/PerceptualSimilarity) model to compute perceptual similarity between ultrasound images using the `zea` toolbox. Besides common distortion metrics, a perceptual metric can be a good complementary metric to assess image quality. For more info, see an interesting paper called: [The Perception-Distortion Tradeoff](https://arxiv.org/abs/1711.06077). First we'll set an appropriate backend for Keras." ] }, { "cell_type": "markdown", "id": "c4a7176a", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tue-bmd/zea/blob/main/docs/source/notebooks/metrics/lpips_example.ipynb)\n", " \n", "[![View on GitHub](https://img.shields.io/badge/GitHub-View%20Source-blue?logo=github)](https://github.com/tue-bmd/zea/blob/main/docs/source/notebooks/metrics/lpips_example.ipynb)\n", " \n", "[![Hugging Face model](https://img.shields.io/badge/Hugging%20Face-Model-yellow?logo=huggingface)](https://huggingface.co/zeahub/lpips)" ] }, { "cell_type": "markdown", "id": "70003754", "metadata": {}, "source": [ "‼️ **Important:** This notebook is optimized for **GPU/TPU**. Code execution on a **CPU** may be very slow.\n", "\n", "If you are running in Colab, please enable a hardware accelerator via:\n", "\n", "**Runtime → Change runtime type → Hardware accelerator → GPU/TPU** 🚀." ] }, { "cell_type": "code", "execution_count": 1, "id": "b8d5a8b4", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "id": "b4d5f7dd", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"\n", "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "b45af7c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from keras import ops\n", "\n", "from zea import init_device, Dataloader\n", "from zea.models.lpips import LPIPS\n", "from zea.visualize import plot_image_grid, set_mpl_style" ] }, { "cell_type": "markdown", "id": "1231f240", "metadata": {}, "source": [ "We will work with the GPU if available, and initialize using `init_device` to pick the best available device. Also, (optionally), we will set the matplotlib style for plotting." ] }, { "cell_type": "code", "execution_count": 4, "id": "1a5db076", "metadata": {}, "outputs": [], "source": [ "init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "markdown", "id": "ba75fecd", "metadata": {}, "source": [ "## Load data\n", "We load a small batch from the CAMUS validation dataset hosted on Hugging Face Hub." ] }, { "cell_type": "code", "execution_count": 5, "id": "c784bb91", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m Key 'data/image_polar/values' with 3 dimensions does not match any field of the zea file spec, so the axis that stores frames is unknown. Assuming axis 0.\n" ] } ], "source": [ "n_imgs = 9\n", "val_dataset = Dataloader(\n", " \"hf://zeahub/camus-sample/val\",\n", " key=\"data/image_polar/values\",\n", " batch_size=n_imgs,\n", " shuffle=True,\n", " image_size=[256, 256],\n", " resize_type=\"resize\",\n", " image_range=[-60, 0],\n", " normalization_range=[-1, 1],\n", " seed=42,\n", ")" ] }, { "cell_type": "markdown", "id": "27f6b6f4", "metadata": {}, "source": [ "## Load LPIPS Model\n", "\n", "We use the built-in LPIPS model from `zea`." ] }, { "cell_type": "code", "execution_count": 6, "id": "362f12b0", "metadata": {}, "outputs": [], "source": [ "model = LPIPS.from_preset(\"lpips\")" ] }, { "cell_type": "markdown", "id": "04199667", "metadata": {}, "source": [ "We select one image as the reference and the rest as example images. LPIPS expects RGB images, so we tile the grayscale images to 3 channels." ] }, { "cell_type": "code", "execution_count": 7, "id": "d88a1c2c", "metadata": {}, "outputs": [], "source": [ "batch = next(iter(val_dataset))\n", "\n", "reference_image = batch[0]\n", "example_images = batch[1:]" ] }, { "cell_type": "markdown", "id": "5be3c18f", "metadata": {}, "source": [ "## Compute LPIPS Similarity\n", "\n", "We compute the LPIPS similarity between the reference image and each example image." ] }, { "cell_type": "code", "execution_count": 8, "id": "c63564ac", "metadata": {}, "outputs": [], "source": [ "lpips_scores = []\n", "for example_image in example_images:\n", " score = model((reference_image, example_image))\n", " lpips_scores.append(score)\n", "lpips_scores = ops.stack(lpips_scores, axis=0)\n", "lpips_scores = ops.convert_to_numpy(lpips_scores)" ] }, { "cell_type": "markdown", "id": "377620d1", "metadata": {}, "source": [ "## Visualization\n", "\n", "We plot the images, highlight the reference (red border) and the most similar image (green border), and display the LPIPS scores." ] }, { "cell_type": "code", "execution_count": 9, "id": "a8f64bbb", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "batch_np = ops.convert_to_numpy(batch)\n", "batch_np = ((batch_np + 1) / 2 * 255).astype(np.uint8)\n", "\n", "fig, _ = plot_image_grid(batch_np, remove_axis=False)\n", "axes = fig.axes[:n_imgs]\n", "\n", "# Red border for reference image\n", "for spine in axes[0].spines.values():\n", " spine.set_edgecolor(\"red\")\n", " spine.set_linewidth(2)\n", " spine.set_linestyle(\"--\")\n", "\n", "# Green border for most similar image\n", "most_similar_idx = lpips_scores.argmin()\n", "for spine in axes[most_similar_idx + 1].spines.values():\n", " spine.set_edgecolor(\"green\")\n", " spine.set_linewidth(2)\n", " spine.set_linestyle(\"--\")\n", "\n", "# LPIPS scores as text\n", "for ax, lpips_score in zip(axes[1:], lpips_scores):\n", " ax.text(\n", " 0.95,\n", " 0.95,\n", " f\"LPIPS: {float(lpips_score):.4f}\",\n", " ha=\"right\",\n", " va=\"top\",\n", " transform=ax.transAxes,\n", " fontsize=8,\n", " color=\"yellow\",\n", " )\n", "plt.show()" ] } ], "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": "3.12.11" }, "zea": { "tags": [ "image quality" ], "level": "beginner" } }, "nbformat": 4, "nbformat_minor": 5 }