fastmri-plus/ExampleScripts/example.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"source": [
"# Sample notebook illustrating how to plot an image with annotations.\n",
"\n",
"This notebook assumes that you have downloaded `file1001064.h5` from the [fastMRI](https://fastmri.org) dataset and placed it in folder `../data`."
],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 1,
"source": [
"import os\n",
"import pandas as pd\n",
"import numpy as np\n",
"from PIL import ImageDraw, Image\n",
"import matplotlib.pyplot as plt\n",
"import h5py\n",
"\n",
"%matplotlib inline\n",
"\n",
"fastmri_path = '../data/'\n",
"fastmri_file = 'file1001064'\n",
"annotation_path = '../Annotations/knee.csv'"
],
"outputs": [],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 6,
"source": [
"# Labels for this file\n",
"df = pd.read_csv(annotation_path, index_col=None, header=0)\n",
"labels_for_file = df.loc[df['file'] == fastmri_file]\n",
"labels_for_file['label'].unique()"
],
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"array(['Meniscus Tear'], dtype=object)"
]
},
"metadata": {},
"execution_count": 6
}
],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 7,
"source": [
"datafile = os.path.join(fastmri_path, fastmri_file + '.h5')\n",
"f = h5py.File(datafile,'r')\n",
"img_data = f['reconstruction_rss'][:]\n",
"img_data = img_data[:, ::-1, :] # flipped up down"
],
"outputs": [],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 8,
"source": [
"def plot_bounding_box(image, labels):\n",
" plotted_image = ImageDraw.Draw(image)\n",
" for label in labels:\n",
" _, _, _, x0, y0, w, h, label_txt = label\n",
" x1 = x0 + w\n",
" y1 = y0 + h\n",
" plotted_image.rectangle(((x0,y0), (x1,y1)), outline=\"white\")\n",
" plotted_image.text((x0, max(0, y0 - 10)), label_txt, fill= \"white\")\n",
" return np.array(image)"
],
"outputs": [],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 9,
"source": [
"# Display an imageslice with annotations\n",
"\n",
"slice_choice = 16\n",
"labels_for_slice = labels_for_file.loc[labels_for_file['slice'] == slice_choice].values.tolist()\n",
"arrimg = np.squeeze(img_data[slice_choice,:,:])\n",
"image_2d_scaled = (np.maximum(arrimg,0) / arrimg.max()) * 255.0\n",
"image_2d_scaled = Image.fromarray(np.uint8(image_2d_scaled))\n",
"annotated_img = plot_bounding_box(image_2d_scaled, labels_for_slice)\n",
"plt.figure(figsize = (5,5))\n",
"plt.imshow(annotated_img,'gray')\n",
"plt.show()\n"
],
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 360x360 with 1 Axes>"
],
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"
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}
}
],
"metadata": {}
}
],
"metadata": {
"interpreter": {
"hash": "98b0a9b7b4eaaa670588a142fd0a9b87eaafe866f1db4228be72b4211d12040f"
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3.8.8 64-bit ('base': conda)"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
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