{ "cells": [ { "cell_type": "markdown", "id": "3d3b224e", "metadata": {}, "source": [ "# Custom PyTorch model in a `zea.Pipeline`\n", "\n", "This example demonstrates how to embed a custom PyTorch model (defined in code) into a `zea.Pipeline` using a Lambda operation. \n", "We use the PICMUS ultrasound dataset, perform beamforming, and run a simple torch image processing model (blurring) on the resulting B-mode image." ] }, { "cell_type": "markdown", "id": "8ba31ad7", "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/models/custom_models_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/models/custom_models_example.ipynb)" ] }, { "cell_type": "markdown", "id": "ba28de1b", "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": "3c65cbea", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "id": "aac61070", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"torch\"\n", "os.environ[\"ZEA_LOG_LEVEL\"] = \"INFO\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "5e220c21", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'torch'\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import numpy as np\n", "import keras\n", "from IPython.display import display\n", "\n", "import zea\n", "from zea import load_file, init_device\n", "from zea.visualize import set_mpl_style\n", "from zea.ops import (\n", " Pipeline,\n", " EnvelopeDetect,\n", " Normalize,\n", " LogCompress,\n", " Beamform,\n", " Lambda,\n", ")" ] }, { "cell_type": "markdown", "id": "f815c428", "metadata": {}, "source": [ "Let's set the parameters for the beamforming grid." ] }, { "cell_type": "code", "execution_count": 4, "id": "4ee8c776", "metadata": { "tags": [ "parameters" ] }, "outputs": [], "source": [ "grid_size_x = 200\n", "grid_size_z = 300" ] }, { "cell_type": "code", "execution_count": 5, "id": "d146383d", "metadata": {}, "outputs": [], "source": [ "device = init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "markdown", "id": "fcb2faa2", "metadata": {}, "source": [ "## Load a Frame from the PICMUS Dataset\n", "\n", "We use the zea loader to load a single frame of raw RF data from the PICMUS dataset, along with scan and probe parameters." ] }, { "cell_type": "code", "execution_count": 6, "id": "ee95e30e", "metadata": {}, "outputs": [], "source": [ "# Load a single frame of raw RF data from PICMUS\n", "path = \"hf://zeahub/picmus/database/experiments/contrast_speckle/contrast_speckle_expe_dataset_iq/contrast_speckle_expe_dataset_iq.hdf5\"\n", "data, scan, probe = load_file(\n", " path=path,\n", " indices=[0],\n", " data_type=\"raw_data\",\n", ")\n", "zlims = (0, 0.06)\n", "xlims = (-0.019, 0.019)\n", "dynamic_range = (-50, 0)\n", "\n", "scan.n_ch = data.shape[-1] # iq data\n", "scan.zlims = zlims\n", "scan.xlims = xlims\n", "scan.grid_size_x = grid_size_x\n", "scan.grid_size_z = grid_size_z" ] }, { "cell_type": "markdown", "id": "00d365f8", "metadata": {}, "source": [ "## Build a zea Pipeline for Beamforming and Image Formation\n", "\n", "Let's build an example ultrasound image formation pipeline. We use a PatchedGrid pipeline for memory-efficient beamforming, followed by envelope detection, normalization, and log compression. Currently jit is not supported for backend set to \"torch\". If you really want to use jit (understandably so), you are best off using either \"jax\" or \"tensorflow\" as the backend." ] }, { "cell_type": "code", "execution_count": 7, "id": "51edab59", "metadata": {}, "outputs": [], "source": [ "pipeline = Pipeline(\n", " operations=[\n", " Beamform(\n", " beamformer=\"delay_and_sum\",\n", " num_patches=100,\n", " jit_options=None,\n", " ),\n", " EnvelopeDetect(),\n", " Normalize(),\n", " LogCompress(),\n", " ],\n", " with_batch_dim=True,\n", " jit_options=None,\n", ")" ] }, { "cell_type": "markdown", "id": "a71cfcc1", "metadata": {}, "source": [ "We prepare the parameters for the pipeline and run it to obtain a B-mode image." ] }, { "cell_type": "code", "execution_count": 8, "id": "35151fd3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m No transmit origins provided, using zeros\n" ] }, { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "parameters = pipeline.prepare_parameters(probe, scan, dynamic_range=dynamic_range)\n", "parameters[\"demodulation_frequency\"] = parameters[\"sampling_frequency\"]\n", "\n", "inputs = {pipeline.key: keras.ops.convert_to_tensor(data)}\n", "outputs = pipeline(**inputs, **parameters)\n", "bmode = outputs[pipeline.output_key]\n", "\n", "bmode_img = zea.display.to_8bit(bmode[0], dynamic_range=dynamic_range)\n", "display(bmode_img)" ] }, { "cell_type": "markdown", "id": "ebeb2447", "metadata": {}, "source": [ "## Embedding a custom PyTorch model\n", "\n", "We define a simple torch model that applies a Gaussian blur using a convolutional layer with fixed weights." ] }, { "cell_type": "code", "execution_count": 9, "id": "73ed9604", "metadata": {}, "outputs": [], "source": [ "class TorchGaussianBlur(nn.Module):\n", " def __init__(self, kernel_size=7, sigma=2.0):\n", " super().__init__()\n", " self.kernel_size = kernel_size\n", " self.sigma = sigma\n", " self.padding = kernel_size // 2\n", "\n", " # Create Gaussian kernel\n", " ax = np.arange(-self.padding, self.padding + 1)\n", " xx, yy = np.meshgrid(ax, ax)\n", " kernel = np.exp(-(xx**2 + yy**2) / (2 * sigma**2))\n", " kernel = kernel / np.sum(kernel)\n", " kernel = kernel.astype(np.float32)\n", " kernel = kernel[None, None, :, :] # shape (1, 1, k, k)\n", " self.register_buffer(\"weight\", torch.from_numpy(kernel))\n", "\n", " def forward(self, x):\n", " C = x.shape[1]\n", " weight = self.weight.repeat(C, 1, 1, 1)\n", " return torch.nn.functional.conv2d(x, weight, padding=self.padding, groups=C)" ] }, { "cell_type": "markdown", "id": "245d6d8f", "metadata": {}, "source": [ "To embed this model in the zea pipeline, we use a Lambda operation that applies the model to the B-mode image. We first need to wrap the model call in a simple function that takes the image as input and returns the processed image." ] }, { "cell_type": "code", "execution_count": 10, "id": "19c28707", "metadata": {}, "outputs": [], "source": [ "torch_blur_model = TorchGaussianBlur(kernel_size=7, sigma=2.0)\n", "torch_blur_model.eval()\n", "torch_blur_model.to(device)\n", "\n", "\n", "def torch_blur_inference(image):\n", " \"\"\"Simple example inference function for the torch model.\"\"\"\n", " image = image.to(torch_blur_model.weight.device)\n", " with torch.no_grad():\n", " # (H, W) -> (1, 1, H, W)\n", " out = torch_blur_model(image[None, None])\n", " return out[0, 0] # (1, 1, H, W) -> (H, W)" ] }, { "cell_type": "markdown", "id": "bf9cad26", "metadata": {}, "source": [ "## Add a Lambda Operation to an existing Pipeline\n", "\n", "We add a Lambda operation to the pipeline to run the torch blurring model on the B-mode image." ] }, { "cell_type": "code", "execution_count": 11, "id": "5a2471d6", "metadata": {}, "outputs": [], "source": [ "blurring_pipeline = Pipeline(\n", " operations=[\n", " pipeline,\n", " Lambda(func=torch_blur_inference, key=pipeline.output_key, output_key=\"blurred\"),\n", " ],\n", " with_batch_dim=True,\n", " jit_options=None,\n", ")" ] }, { "cell_type": "markdown", "id": "7b304723", "metadata": {}, "source": [ "Run the pipeline and visualize the blurred image." ] }, { "cell_type": "code", "execution_count": 12, "id": "c4f1c8ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = blurring_pipeline(**inputs, **parameters)\n", "blurred = result[\"blurred\"]\n", "\n", "blurred = zea.display.to_8bit(\n", " blurred[0],\n", " dynamic_range=dynamic_range,\n", " pillow=False,\n", ")\n", "bmode_img = zea.display.to_8bit(\n", " bmode[0],\n", " dynamic_range=dynamic_range,\n", " pillow=False,\n", ")\n", "fig, _ = zea.visualize.plot_image_grid(\n", " [bmode_img, blurred],\n", " titles=[\"B-mode\", \"Blurred B-mode\"],\n", " cmap=\"gray\",\n", " figsize=(10, 5),\n", ")" ] } ], "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" } }, "nbformat": 4, "nbformat_minor": 5 }