{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Exercise 17.1\n", "## Speckle removal with denoising autoencoders (DAEs)\n", "Small-angle scattering of X-rays or neutrons enables insights into properties of nanostructured materials.\n", "In the case of X-rays from undulators at synchrotron radiation sources, extreme beam focusing can result in a high degree of coherence. Interference effects called speckles then appear naturally in the recorded data.\n", "This may be an unwanted effect that makes the measurements appear noisy. \n", "\n", "Try to remove the speckles from the given test samples:\n", " 1. Set up and train a deep convolutional autoencoder.\n", " 2. State the test loss and comment on the reconstruction results for some test images.\n", " 3. Apply the autoencoder to experimental data from partially coherent illumination and describe your observations.\n", "\n", "Training DAEs on the provided data can be computationally demanding, thus, we recommend to use a GPU for this task." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "keras version 2.4.0\n" ] } ], "source": [ "import numpy as np\n", "import h5py\n", "import matplotlib.pyplot as plt\n", "from tensorflow import keras\n", "\n", "layers = keras.layers\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gdown\n", "import os\n", "url = \"https://drive.google.com/u/0/uc?export=download&confirm=HgGH&id=1CJVbIkLmzDTfC6ftaIUPiuqjoC0ay-wr\"\n", "output = 'speckles.npz'\n", "\n", "if os.path.exists(output) == False:\n", " gdown.download(url, output, quiet=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Preprocess data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "f = np.load(output)\n", "image_normal = f['target_images']\n", "image_speckle = f['speckle_images']\n", "\n", "# logarithmic intensity values\n", "image_normal = np.log10(image_normal + 1.) \n", "image_speckle = np.log10(image_speckle + 1.)\n", "\n", "# norm input data to max. value of distorted scattering pattern\n", "max_val = np.max(image_speckle, axis=(1, 2, 3), keepdims=True)\n", "\n", "image_normal = image_normal / max_val\n", "image_normal = np.clip(image_normal, 0., 1.1) # limit maximum intensity values\n", "\n", "image_speckle = image_speckle / max_val\n", "image_speckle = np.clip(image_speckle, 0., 1.1) # limit maximum intensity values" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "n_train = 20000\n", "n = image_normal.shape[0]\n", "\n", "x_train_noisy, x_test_noisy = image_speckle[0:n_train], image_speckle[n_train:]\n", "x_train, x_test = image_normal[0:n_train], image_normal[n_train:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot example data " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plots = 10\n", "plt.figure(1, (15, 3.5))\n", "idx = np.random.choice(n, 10)\n", "\n", "for i in range(plots):\n", " plt.subplot(2, plots, i+1)\n", " plt.imshow(image_speckle[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"Noisy\")\n", "\n", " plt.subplot(2, plots, plots+i+1)\n", " plt.imshow(image_normal[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"True\")\n", " \n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Model building" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "input_img = layers.Input(shape=(64, 64, 1))\n", "# build your model here\n", "\n", "autoencoder = keras.models.Model(input_img, decoded)\n", "\n", "print(autoencoder.summary())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot model to visualize the shortcuts" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "keras.utils.plot_model(autoencoder, show_shapes=True, dpi=60)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Compile and train the DAE" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "autoencoder.compile(...)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "results = autoencoder.fit(...)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot training history" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plt.figure(1, (12, 4))\n", "plt.subplot(1, 2, 1)\n", "plt.plot(results.history['loss'])\n", "plt.plot(results.history['val_loss'])\n", "plt.ylabel('loss')\n", "plt.xlabel('epoch')\n", "plt.legend(['train', 'val'], loc='upper right')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Investigate the DAE performance using the test data" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "preds = autoencoder.predict(x_test_noisy, verbose=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "plots = 10\n", "n_test = x_test.shape[0]\n", "plt.figure(1, (15, 5.5))\n", "idx = np.random.choice(n_test, 10)\n", "\n", "for i in range(plots):\n", " plt.subplot(4, plots, i+1)\n", " plt.imshow(x_test_noisy[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"noisy\")\n", "\n", " plt.subplot(4, plots, plots+i+1)\n", " plt.imshow(preds[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"denoised\")\n", "\n", " plt.subplot(4, plots, 2*plots+i+1)\n", " plt.imshow(x_test[idx[i],:,:,0] - preds[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"true\")\n", " \n", " plt.subplot(4, plots, 3*plots+i+1)\n", " plt.imshow(x_test[idx[i],:,:,0] - preds[idx[i],:,:,0])\n", " plt.xticks([])\n", " plt.yticks([])\n", " plt.title(\"residuals\")\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": "3.6.9" } }, "nbformat": 4, "nbformat_minor": 4 }