{ "cells": [ { "cell_type": "markdown", "id": "8bdb80d3-737a-4306-8c46-3408f98851db", "metadata": {}, "source": [ "# Data Augmentations guide\n", "\n", "This section will explain how to combine different data augmentations and create custom\n", "augmenters to apply during the pretraining (but also during fine-tuning phase).\n", "\n", "Different use cases with increased complexity will be presented. \n", "\n", "We hope this will help users understand how to use this module." ] }, { "cell_type": "markdown", "id": "3736b0c7-889a-45de-ad96-306a2a6d07c8", "metadata": {}, "source": [ "First, let's import the dataloading module and some other packages.\n", "\n", "
\n", "WARNING: \n", " \n", "To run this notebook you will also need matplotlib, which is not a main dependecy of the selfeeg library. Be sure to install it in your environment.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "id": "31f8ad6a", "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys\n", "import random\n", "sys.path.append('..') # needed if you run this from the selfeeg/doc folder\n", "from selfeeg import augmentation as aug\n", "\n", "import torch\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "# set seeds for reproducibility\n", "seed = 12\n", "random.seed( seed )\n", "np.random.seed( seed )\n", "torch.manual_seed( seed )\n", "plt.style.use('seaborn-v0_8-white')\n", "plt.rcParams['figure.figsize'] = (15.0, 6.0)\n", "\n", "# Show graphics inline with this notebook\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "id": "06d4ca58", "metadata": {}, "source": [ "## functional submodule\n", "\n", "The augmentation module is divided in two submodules:\n", "\n", "1. the functional submodule, which gathers all the data augmentation functions.\n", "2. the compose submodule, which gathers all the classes designed to call and compose the data augmentations in various ways\n", "\n", "Note that all augmentation are compatible with pytorch tensors sent to the GPU, although some configurations may not improve the computational time as expected\n", "\n", "
\n", "NOTE 1 \n", " \n", "the command \n", "from selfeeg import augmentation \n", "will automatically import all functions and classes from the two submodules.\n", "\n", "
\n", "\n", "
\n", "NOTE 2 \n", " \n", "most of the data augmentation functions have a `batch_equal` argument. This argument will let the user choose between an augmentation performed equally on all EEGs in the batch or not. To summarize, batch_equal set to True will make the computation faster but will reduce the variability, while batch_equal set to False will do the opposite \n", "\n", "
" ] }, { "cell_type": "markdown", "id": "3e30e9f5-a622-4346-9c62-83f8a2040828", "metadata": {}, "source": [ "here is a simple example of an augmentation with the ``add_eeg_artifact`` function" ] }, { "cell_type": "code", "execution_count": 2, "id": "a44ba87e-a8d2-478e-8f11-4992c7bb62d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create a random EEG batch, 32 channels, 1024 samples, 128 Hz\n", "# all channels will have a sinusoid for better visualization\n", "Fs = 128\n", "BatchEEG = torch.zeros(16,32,1024) + torch.sin(torch.linspace(0, 8*np.pi,1024))\n", "\n", "# simple example\n", "BatchEEGaug = aug.add_eeg_artifact(BatchEEG, Fs, 'eye', amplitude=0.5, batch_equal=False)\n", "\n", "plt.plot(BatchEEG[0,0],'r')\n", "plt.plot(BatchEEGaug[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of addition of EEG eye blink artifact', fontsize=15)\n", "plt.legend(['augmented sample', 'original sample'])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b2b7edbd", "metadata": {}, "source": [ "## Compose submodule\n", "\n", "With the compose submodule, it is possible to combine different augmentation functions in a highly customizable way. The module allows users to:\n", "\n", "1. Apply a specific augmentation with preset optional arguments\n", "2. Apply a specific augmentation with random selected optional arguments from a given range\n", "3. Apply a sequence of augmentations\n", "4. Apply an augmentation selected at random from a given list\n", "\n", "The combination of the previously listed functionalities allow users to construct more complex augmentation patterns, making this module valuable also for non-self-supervised learning applications.\n", "\n", "\n", "The following cells will present various use cases to use as a reference." ] }, { "cell_type": "markdown", "id": "c003da7c-8c33-4568-9166-6990816fef83", "metadata": {}, "source": [ "## case 1: specific augmentation with preset optional arguments\n", "\n", "Suppose one wants to call a specific augmentation every time with the same optional arguments. This can be done in two simple ways:\n", "\n", "1. define a lambda function.\n", "2. create an instance of the ``StaticSingleAug`` class, which has an extra functionality explained in use case 2.\n", "\n", "Let's assume we want to call each time the ``add_egg_artifact`` use in the previous cell." ] }, { "cell_type": "code", "execution_count": 3, "id": "39489028", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# simple example\n", "Aug_eye = aug.StaticSingleAug(\n", " aug.add_eeg_artifact,\n", " {'Fs': Fs, 'artifact': 'eye', 'amplitude': 0.5, 'batch_equal': False}\n", ")\n", "BatchEEGaug = Aug_eye(BatchEEG)\n", "\n", "plt.plot(BatchEEG[0,0],'r')\n", "plt.plot(BatchEEGaug[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of addition of EEG eye blink artifact', fontsize=15)\n", "plt.legend(['augmented sample', 'original sample'])\n", "plt.show()\n", " " ] }, { "cell_type": "markdown", "id": "4eb17412-c073-4195-b0a8-6b8d4f8e8479", "metadata": {}, "source": [ "## case 2: specific augmentation with LIST of preset optional arguments\n", "\n", "As previously stated, ``StaticSingleAug`` has an extra functionality compared to lambda functions, which is its ability to handle multiple set of optional arguments. This is important in many contrastive learning arguments, since the data augmentation is performed twice (you may want to repeat couples of augmentations to fed to each branch of the siamese network, widely used in contrastive learning approaches). \n", "\n", "Let's assume we want to call each time the ``add_egg_artifact`` use in the previous cell, but this time we want also that the amplitude of such an artifact will be 0.5 in one call, and 1 in the second.\n", "\n", "To do that, we just need to give all sets of optional arguments in a list." ] }, { "cell_type": "code", "execution_count": 4, "id": "b028006b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# simple example\n", "Aug_eye = aug.StaticSingleAug(\n", " aug.add_eeg_artifact, \n", " [{'Fs': Fs, 'artifact': 'eye', 'amplitude': 0.5, 'batch_equal': False},\n", " {'Fs': Fs, 'artifact': 'eye', 'amplitude': 1.0, 'batch_equal': False}] #new set\n", ")\n", "BatchEEGaug1 = Aug_eye(BatchEEG)\n", "BatchEEGaug2 = Aug_eye(BatchEEG)\n", "\n", "plt.plot(BatchEEG[0,0],linewidth=2.5)\n", "plt.plot(BatchEEGaug1[0,0])\n", "plt.plot(BatchEEGaug2[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of addition of EEG eye blink artifact', fontsize=15)\n", "plt.legend(['original sample', 'augmented sample amp 0.5', 'augmented sample amp 1'])\n", "plt.show()\n", " " ] }, { "cell_type": "markdown", "id": "ce26e357", "metadata": {}, "source": [ "## case 3: specific augmentation with random extracted optional arguments from range\n", "\n", "If one wants to apply a specific augmentation where some optional arguments are selected randomly from a given range of continuous or discrete values, ``DynamicSingleAug`` is the right class to use. ``DynamicSingleAug`` requires some arguments to be set properly, but once it is initialized in the right way, it will make easier to produce augmented samples\n", "\n", "Let's assume we want to call the ``warp_signal`` augmentation with random parameters. This function provides the most complex case one will face with the implemented augmentations, since it accepts different types of inputs (bool, float, int). Check the function help to better understand each argument. \n", "\n", "
\n", "WARNING \n", " \n", "the only thing you need to carefully check when instantiating a DynamicSingleAug is the type of the optional argument to extract. To assure compatibility with most of the operations, the class will extract only integers from the given range if a specific type is not given, but it is suggested to avoid resorting to such thing.\n", "\n", "
\n", "\n", "Now let's set a range of values from each argument of the augmentation." ] }, { "cell_type": "code", "execution_count": 5, "id": "0fe92ca6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# simple example\n", "Aug_warp = aug.DynamicSingleAug(\n", " aug.warp_signal, \n", " # Note on discrete_arg: it accepts single values if you want those to be static args\n", " discrete_arg = {'batch_equal': [True, False]},\n", " range_arg= {'segments': [5,15],\n", " 'stretch_strength': [1.2,1.5],\n", " 'squeeze_strength': [0.7,0.85]},\n", " # Note on range_type: true --> int, false --> float\n", " range_type={'segments': True, 'stretch_strength': False, 'squeeze_strength': False}\n", ")\n", "BatchEEGaug1 = Aug_warp(BatchEEG)\n", "BatchEEGaug2 = Aug_warp(BatchEEG)\n", "\n", "plt.plot(BatchEEG[0,0],linewidth=2.5)\n", "plt.plot(BatchEEGaug1[0,0])\n", "plt.plot(BatchEEGaug2[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of dynamic aug with warp augmentation', fontsize=15)\n", "plt.legend(['original sample', 'augmented sample 1', 'augmented sample 2'])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e57547ad", "metadata": {}, "source": [ "## case 4: sequence of augmentations\n", "\n", "If one has defined different **single augmentations** but wants to combine them in a specific order, ``SequentialAug`` is the right class to use. ``SequentialAug`` only requires giving the augmentations as multiple arguments. The input order is used as the sequence order, so be sure to not make mistakes during the initialization.\n", "\n", "
\n", "WARNING \n", " \n", "Be careful to not stack too many augmentations. Produce too different samples may have negative effects on the pretraining (and fine-tuning) phase.\n", "\n", "
\n", "\n", "Now let's compose the eye blink artifact and the random warp augmentations." ] }, { "cell_type": "code", "execution_count": 6, "id": "80f58518", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Sequence1= aug.SequentialAug(Aug_eye, Aug_warp)\n", "BatchEEGaug1 = Sequence1(BatchEEG)\n", "BatchEEGaug2 = Sequence1(BatchEEG)\n", "\n", "plt.plot(BatchEEG[0,0],linewidth=2.5)\n", "plt.plot(BatchEEGaug1[0,0])\n", "plt.plot(BatchEEGaug2[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title(\n", " 'Example of Sequential aug with eye blink artifact and warp augmentation',\n", " fontsize=15\n", ")\n", "plt.legend(['original sample', 'augmented sample 1', 'augmented sample 2'])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "0d7080f9", "metadata": {}, "source": [ "## case 5: Random augmentation from list\n", "\n", "If one has defined different **single augmentations** but wants each time choose one at random (or with given probabilities), ``RandomAug`` is the right class to use. ``RandomAug`` only requires giving the augmentations as multiple arguments. It is also possible to assign a weight which will be used to set how frequently an augmentation will be selected. Make sure to give the probabilities in the same order as the augmentations.\n", "\n", "Now let's choose at random between the eye blink artifact and the random warp augmentation, with a 70\\% chance of picking the eye blinking." ] }, { "cell_type": "code", "execution_count": 7, "id": "9144a762", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Sequence2= aug.RandomAug(Aug_eye, Aug_warp, p=[0.7, 0.3])\n", "BatchEEGaug1 = Sequence2(BatchEEG)\n", "BatchEEGaug2 = Sequence2(BatchEEG)\n", "\n", "# simulate 10000 augmentations calls\n", "# this line is used in RandomAug to choose the index of the list of augmentations to call\n", "# note that we have added the size argument to make computation faster, in the class only 1 value\n", "# is returned\n", "idx=np.random.choice(Sequence2.nprange_, size= 1000, p=Sequence2.p)\n", "counts=[(1000-len(np.nonzero(idx)[0]))/1000, len(np.nonzero(idx)[0])/1000]\n", "\n", "plt.subplot(1,3,(1,2))\n", "plt.plot(BatchEEG[0,0],linewidth=2.5)\n", "plt.plot(BatchEEGaug1[0,0])\n", "plt.plot(BatchEEGaug2[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of Random aug between eye blinking artifact and warp', fontsize=15)\n", "plt.legend(\n", " ['original sample', 'augmented sample 1', 'augmented sample 2'],\n", " loc='upper left'\n", ")\n", "plt.subplot(1,3,3)\n", "plt.bar(['eye blinking', 'warp'],counts)\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('barplot of chosen augmentations', fontsize=15)\n", "plt.ylabel('probability',fontsize=12)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "56cd5599", "metadata": {}, "source": [ "## case 6: Combine them all\n", "\n", "The previous cases represent a basic combination of augmentations. However, these classes can be further combined to produce more complex examples. Here there is a custom example. \n", "\n", "This augmenter is a sequential augmentation of three different blocks:\n", "\n", "1. Random augmentation between flip horizontal, flip vertical, or identity with 50\\% of probability of doing nothing\n", "2. Random augmentation between two noise adder: the EEG artifact or the band noise \n", "3. Random augmentation between the warp or a crop and resize augmentation\n", "\n", "Each augmentation in points 2 and 3 and three will be also called with random optional arguments\n", "\n", "Let's see how this complex augmentation can be created " ] }, { "cell_type": "code", "execution_count": 8, "id": "d5527e66", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# define augmenter\n", "# first random selection: apply flip or change reference or nothing\n", "AUG_flipv = aug.StaticSingleAug(aug.flip_vertical)\n", "AUG_flipr = aug.StaticSingleAug(aug.flip_horizontal)\n", "AUG_id = aug.StaticSingleAug(aug.identity)\n", "Sequence1 = aug.RandomAug( AUG_id, AUG_flipv, AUG_id, p=[0.5, 0.25, 0.25])\n", "\n", "# second random selection: add some noise\n", "AUG_band = aug.DynamicSingleAug(\n", " aug.add_band_noise, \n", " discrete_arg={'bandwidth': [\"delta\", \"theta\", \"alpha\", \"beta\", (30,49)],\n", " 'samplerate': Fs,\n", " 'noise_range': 0.1}\n", ")\n", "Aug_eye = aug.DynamicSingleAug(\n", " aug.add_eeg_artifact,\n", " discrete_arg = {'Fs': Fs, 'artifact': 'eye', 'batch_equal': False},\n", " range_arg= {'amplitude': [0.1,0.5]},\n", " range_type={'amplitude': False}\n", ")\n", "Sequence2 = aug.RandomAug( AUG_band, Aug_eye)\n", "\n", "# third random selection: crop or random permutation\n", "AUG_crop = aug.DynamicSingleAug(\n", " aug.crop_and_resize,\n", " discrete_arg={'batch_equal': False},\n", " range_arg ={'N_cut': [1, 4], 'segments': [10,15]},\n", " range_type ={'N_cut': True, 'segments': True}\n", ")\n", "Sequence3 = aug.RandomAug( AUG_crop, Aug_warp)\n", "\n", "# final augmenter: sequence of the three random lists\n", "Augmenter = aug.SequentialAug(Sequence1, Sequence2, Sequence3)\n", "\n", "BatchEEGaug1 = Augmenter(BatchEEG)\n", "BatchEEGaug2 = Augmenter(BatchEEG)\n", "\n", "plt.plot(BatchEEG[0,0],linewidth=2.5)\n", "plt.plot(BatchEEGaug1[0,0])\n", "plt.plot(BatchEEGaug2[0,0])\n", "plt.tick_params(axis='both', which='major', labelsize=12)\n", "plt.title('Example of final complex augmenter', fontsize=15)\n", "plt.legend(['original sample', 'augmented sample 1', 'augmented sample 2'])\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 5 }