{ "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/lpips/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": "code", "execution_count": null, "id": "b8d5a8b4", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 1, "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": 2, "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\n", "from zea.backend.tensorflow.dataloader import make_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": 3, "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": 4, "id": "c784bb91", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using pregenerated dataset info file: \u001b[33m/home/devcontainer15/.cache/zea/huggingface/datasets/datasets--zeahub--camus-sample/snapshots/617cf91a1267b5ffbcfafe9bebf0813c7cee8493/val/dataset_info.yaml\u001b[0m ...\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: ...for reading file paths in \u001b[33m/home/devcontainer15/.cache/zea/huggingface/datasets/datasets--zeahub--camus-sample/snapshots/617cf91a1267b5ffbcfafe9bebf0813c7cee8493/val\u001b[0m\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Dataset was validated on \u001b[32mJune 13, 2025\u001b[0m\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Remove \u001b[33m/home/devcontainer15/.cache/zea/huggingface/datasets/datasets--zeahub--camus-sample/snapshots/617cf91a1267b5ffbcfafe9bebf0813c7cee8493/val/validated.flag\u001b[0m if you want to redo validation.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m H5Generator: Not all files have the same shape. This can lead to issues when resizing images later....\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: H5Generator: Shuffled data.\n" ] } ], "source": [ "n_imgs = 9\n", "val_dataset = make_dataloader(\n", " \"hf://zeahub/camus-sample/val\",\n", " key=\"data/image\",\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": 5, "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": 6, "id": "d88a1c2c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: H5Generator: Shuffled data.\n" ] } ], "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": 7, "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.concatenate(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": 8, "id": "a8f64bbb", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }