{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"### Contents!\n\n![img1.PNG](attachment:a444bd79-9174-4344-bd76-558674abae44.PNG)\n\nThis notebook goes through the intial setup and pipeline details.\n\n- Load dependancies - ..done\n- DataFrame creation - ..done\n- Analysis - ..in progress\n- DataBlock - ..done\n- Model - ..RetinaNet(with mAP)\n- Training - ..in progress\n- Submission - ..to 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"}}},{"cell_type":"markdown","source":"### Load Dependancies","metadata":{}},{"cell_type":"markdown","source":"Noted that this is a kernels competition and during submission internet will not be allowed.  However for initial prototyping I have not taken that into consideration.\n\nGDCM will be required to prevent error messages","metadata":{}},{"cell_type":"code","source":"!pip install python-gdcm -q","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:57:47.862206Z","iopub.execute_input":"2021-07-04T04:57:47.862706Z","iopub.status.idle":"2021-07-04T04:57:58.830284Z","shell.execute_reply.started":"2021-07-04T04:57:47.862601Z","shell.execute_reply":"2021-07-04T04:57:58.828995Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"[fmi](https://github.com/asvcode/fmi) is a package that adds additional functionality to fastai's medical imaging module","metadata":{}},{"cell_type":"code","source":"!git clone https://github.com/asvcode/fmi.git","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:57:58.833813Z","iopub.execute_input":"2021-07-04T04:57:58.834260Z","iopub.status.idle":"2021-07-04T04:58:10.506122Z","shell.execute_reply.started":"2021-07-04T04:57:58.834200Z","shell.execute_reply":"2021-07-04T04:58:10.504998Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"from fmi.fmi.explore import *\nfrom fmi.fmi.preprocessing import *\nfrom fmi.fmi.pipeline import *\nfrom fmi.fmi.retinanet import *","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:58:10.510636Z","iopub.execute_input":"2021-07-04T04:58:10.510989Z","iopub.status.idle":"2021-07-04T04:58:14.699110Z","shell.execute_reply.started":"2021-07-04T04:58:10.510937Z","shell.execute_reply":"2021-07-04T04:58:14.697927Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Load the other dependancies","metadata":{}},{"cell_type":"code","source":"from fastai.vision.all import *\nfrom fastai.medical.imaging import *\nimport pydicom\nimport cv2\nfrom pydicom.pixel_data_handlers.util import apply_voi_lut\nimport gdcm\nfrom torchvision.utils import save_image","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:58:14.701089Z","iopub.execute_input":"2021-07-04T04:58:14.701548Z","iopub.status.idle":"2021-07-04T04:58:14.711052Z","shell.execute_reply.started":"2021-07-04T04:58:14.701503Z","shell.execute_reply":"2021-07-04T04:58:14.709781Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"You can easily review your system info using `system_info`","metadata":{}},{"cell_type":"code","source":"system_info()","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:58:16.068852Z","iopub.execute_input":"2021-07-04T04:58:16.069266Z","iopub.status.idle":"2021-07-04T04:58:16.078573Z","shell.execute_reply.started":"2021-07-04T04:58:16.069233Z","shell.execute_reply":"2021-07-04T04:58:16.076984Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Load the data","metadata":{}},{"cell_type":"code","source":"source = '../input/siim-covid19-detection'\nprint(os.listdir(source))\n\ntrain_images = get_dicom_files(f'{source}/train')\ntest_images = get_dicom_files(f'{source}/test')\n\ndicom_dataframe = pd.read_csv('../input/fmipackage/dicom_dataframe.csv')\ntest_dataframe = pd.read_csv('../input/fmipackage/test_dataframe.csv')","metadata":{"execution":{"iopub.status.busy":"2021-07-04T04:58:36.459884Z","iopub.execute_input":"2021-07-04T04:58:36.460310Z","iopub.status.idle":"2021-07-04T04:59:05.716259Z","shell.execute_reply.started":"2021-07-04T04:58:36.460278Z","shell.execute_reply":"2021-07-04T04:59:05.715061Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Note that I had previously created `dicom_dataframe` and `test_dataframe` to extract all the metadata from the dicom images using `dicom_dataframe = pd.DataFrame.from_dicoms(train_images, px_summ = True, window=dicom_windows.lungs)`.  Set px_summ to `True` if you want additional image statistics but bare in mind that this will slow down the process","metadata":{}},{"cell_type":"markdown","source":"### More about DICOMS\n\n- For more information about DICOMS view [this](https://www.kaggle.com/avirdee/understanding-dicoms) notebook and/or [this](https://asvcode.github.io/MedicalImaging/) blog","metadata":{}},{"cell_type":"markdown","source":"Each DICOM contains metadata and this is typically how you see it(usually alot of info)","metadata":{}},{"cell_type":"code","source":"dcm =  train_images[0]\ndcm.dcmread()","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:19.532500Z","iopub.execute_input":"2021-07-04T05:01:19.532883Z","iopub.status.idle":"2021-07-04T05:01:20.116186Z","shell.execute_reply.started":"2021-07-04T05:01:19.532849Z","shell.execute_reply":"2021-07-04T05:01:20.114794Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"[fmi](https://github.com/asvcode/fmi) has a number of handy features that breakdown the metadata into useful chunks. Firstly you may want to quickly see what image information is contained in the metadata.  You can access this using `get_image_info`","metadata":{}},{"cell_type":"code","source":"get_image_info(train_images[7])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:28.379101Z","iopub.execute_input":"2021-07-04T05:01:28.379523Z","iopub.status.idle":"2021-07-04T05:01:28.431916Z","shell.execute_reply.started":"2021-07-04T05:01:28.379490Z","shell.execute_reply":"2021-07-04T05:01:28.430870Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Note that this dataset contains multiple modalities and photometric interpretations but what `get_image_info` does do is tell you what attributes are contained within the metadata.\n\nAn important factor when dealing with medical data is to check to see if there are any personally identifiable pieces of information within the metadata.  This potentially can have an effect on the final outcome of the model, for example if the training set only contained images of male patients and the test set had images of both male and female patients.  Understanding what identifiable information is contained within the metadata is important in creating a fair non-biased model.\n\nusing `get_pii` quickly accesses this information. ","metadata":{}},{"cell_type":"code","source":"get_pii(train_images[7])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:35.316923Z","iopub.execute_input":"2021-07-04T05:01:35.317291Z","iopub.status.idle":"2021-07-04T05:01:35.336886Z","shell.execute_reply.started":"2021-07-04T05:01:35.317260Z","shell.execute_reply":"2021-07-04T05:01:35.335880Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"There are a couple of things `get_pii` looks for like image comments, sometimes this can contain information that is handy.  Not all DICOMs will mention the de-identification method but if it is included it is handy to review.  More information about DICOM attributes can be found [here](https://dicom.innolitics.com/ciods/segmentation/general-image/00080008)","metadata":{}},{"cell_type":"markdown","source":"### DataFrame Creation","metadata":{}},{"cell_type":"markdown","source":"Load the train_image_level and train_study_level `csv` files","metadata":{}},{"cell_type":"code","source":"train_image_level = pd.read_csv('../input/siim-covid19-detection/train_image_level.csv')\ntrain_study_level = pd.read_csv('../input/siim-covid19-detection/train_study_level.csv')","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:43.929251Z","iopub.execute_input":"2021-07-04T05:01:43.929660Z","iopub.status.idle":"2021-07-04T05:01:43.993324Z","shell.execute_reply.started":"2021-07-04T05:01:43.929628Z","shell.execute_reply":"2021-07-04T05:01:43.992417Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"On train_study_level we will rename the `id` column to `StudyInstanceUID` so that we can then merge it with the train_image_level file.","metadata":{}},{"cell_type":"code","source":"train_study_level.rename(columns = {'id':'StudyInstanceUID'}, inplace = True)\ntrain_study_level[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:46.471819Z","iopub.execute_input":"2021-07-04T05:01:46.472223Z","iopub.status.idle":"2021-07-04T05:01:46.498492Z","shell.execute_reply.started":"2021-07-04T05:01:46.472166Z","shell.execute_reply":"2021-07-04T05:01:46.496954Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We then get rid of the `_study` in `StudyInstanceUID`","metadata":{}},{"cell_type":"code","source":"train_study_level['StudyInstanceUID'] = train_study_level['StudyInstanceUID'].apply(lambda x: f'{x[:12]}')\ntrain_study_level[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:49.052554Z","iopub.execute_input":"2021-07-04T05:01:49.052964Z","iopub.status.idle":"2021-07-04T05:01:49.069135Z","shell.execute_reply.started":"2021-07-04T05:01:49.052933Z","shell.execute_reply":"2021-07-04T05:01:49.067632Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We can now merge the train_image_level and train_study_level files","metadata":{}},{"cell_type":"code","source":"merged = pd.merge(train_image_level, train_study_level, on='StudyInstanceUID')\nmerged[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:54.308904Z","iopub.execute_input":"2021-07-04T05:01:54.309274Z","iopub.status.idle":"2021-07-04T05:01:54.339119Z","shell.execute_reply.started":"2021-07-04T05:01:54.309244Z","shell.execute_reply":"2021-07-04T05:01:54.338057Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"And then we do some clean up! We create a single column that contains the class and get rid of a number of columns.  Note we also get rid of the `boxes` column as we will be using the `label` column for generating the binding boxes.","metadata":{}},{"cell_type":"code","source":"merged['id'] = merged['id'].apply(lambda x: f'{x[:-6]}')\nmerged.loc[merged['Negative for Pneumonia']==1, 'class_y'] = 'Negative'\nmerged.loc[merged['Typical Appearance']==1, 'class_y'] = 'Typical'\nmerged.loc[merged['Indeterminate Appearance']==1, 'class_y'] = 'Indeterminate'\nmerged.loc[merged['Atypical Appearance']==1, 'class_y'] = 'Atypical'\nmerged.drop(['boxes', 'Negative for Pneumonia', 'Typical Appearance', \n             'Indeterminate Appearance', 'Atypical Appearance', 'StudyInstanceUID'], axis=1, inplace=True)\nmerged[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:01:57.430908Z","iopub.execute_input":"2021-07-04T05:01:57.431348Z","iopub.status.idle":"2021-07-04T05:01:57.462489Z","shell.execute_reply.started":"2021-07-04T05:01:57.431303Z","shell.execute_reply":"2021-07-04T05:01:57.461452Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We now extract out the binding box co-ordinates but first we check to see how many boxes are present for each image","metadata":{}},{"cell_type":"code","source":"num_of_boxes = []\nfor i in merged.index:\n    val_len = len(merged['label'][i].split(' '))\n    val = merged['label'][i].split(' ')\n    label = merged['class_y'][i]\n    box_count = val_len//6\n    num_of_boxes.append(box_count)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:02:02.840470Z","iopub.execute_input":"2021-07-04T05:02:02.840912Z","iopub.status.idle":"2021-07-04T05:02:03.045483Z","shell.execute_reply.started":"2021-07-04T05:02:02.840879Z","shell.execute_reply":"2021-07-04T05:02:03.044473Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"merged['num_of_boxes'] = num_of_boxes\nmerged[:5]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:02:09.764037Z","iopub.execute_input":"2021-07-04T05:02:09.764371Z","iopub.status.idle":"2021-07-04T05:02:09.781513Z","shell.execute_reply.started":"2021-07-04T05:02:09.764340Z","shell.execute_reply":"2021-07-04T05:02:09.780152Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"merged['num_of_boxes'].value_counts()","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:02:12.344311Z","iopub.execute_input":"2021-07-04T05:02:12.344666Z","iopub.status.idle":"2021-07-04T05:02:12.359221Z","shell.execute_reply.started":"2021-07-04T05:02:12.344635Z","shell.execute_reply":"2021-07-04T05:02:12.357774Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Now we extract the box co-ordinates","metadata":{}},{"cell_type":"code","source":"m = []\nfor i in merged.index:\n    num_of_boxes = merged['num_of_boxes'][i]\n    val = merged['label'][i].split(' ')\n    if num_of_boxes == 1: boxes = val[2:6]\n    if num_of_boxes == 2: boxes = val[2:6] + val[8:12]\n    if num_of_boxes == 3: boxes = val[2:6] + val[8:12] + val[14:18]\n    if num_of_boxes == 4: boxes = val[2:6] + val[8:12] + val[14:18] + val[20:24]\n    m.append(boxes)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:02:21.265251Z","iopub.execute_input":"2021-07-04T05:02:21.265629Z","iopub.status.idle":"2021-07-04T05:02:21.429603Z","shell.execute_reply.started":"2021-07-04T05:02:21.265597Z","shell.execute_reply":"2021-07-04T05:02:21.428630Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"merged['new_label'] = m\ndel merged['label']\nmerged[:2]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:02.606549Z","iopub.execute_input":"2021-07-04T05:03:02.606956Z","iopub.status.idle":"2021-07-04T05:03:02.631494Z","shell.execute_reply.started":"2021-07-04T05:03:02.606925Z","shell.execute_reply":"2021-07-04T05:03:02.629986Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We can now merge this to the dicom_dataframe created earlier.  In order to do this we need to rename `id` to `SOPInstanceUID` and merge on `SOPInstanceUID`","metadata":{}},{"cell_type":"code","source":"merged.rename(columns = {'id':'SOPInstanceUID'}, inplace = True)\nmerged[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:08.736229Z","iopub.execute_input":"2021-07-04T05:03:08.736654Z","iopub.status.idle":"2021-07-04T05:03:08.751951Z","shell.execute_reply.started":"2021-07-04T05:03:08.736623Z","shell.execute_reply":"2021-07-04T05:03:08.749949Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"dicom_merge = pd.merge(dicom_dataframe, merged, on='SOPInstanceUID')\ndicom_merge[:1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:10.744167Z","iopub.execute_input":"2021-07-04T05:03:10.744591Z","iopub.status.idle":"2021-07-04T05:03:10.809951Z","shell.execute_reply.started":"2021-07-04T05:03:10.744545Z","shell.execute_reply":"2021-07-04T05:03:10.808477Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#### Sanity Check\n\nChecking to see that the file path `fname` corresponds to the correct `SOPINstanceUID`","metadata":{}},{"cell_type":"code","source":"dicom_merge['fname'][100]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:16.707289Z","iopub.execute_input":"2021-07-04T05:03:16.707721Z","iopub.status.idle":"2021-07-04T05:03:16.718440Z","shell.execute_reply.started":"2021-07-04T05:03:16.707688Z","shell.execute_reply":"2021-07-04T05:03:16.716964Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"dicom_merge[\"SOPInstanceUID\"][100]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:19.003292Z","iopub.execute_input":"2021-07-04T05:03:19.003969Z","iopub.status.idle":"2021-07-04T05:03:19.016803Z","shell.execute_reply.started":"2021-07-04T05:03:19.003923Z","shell.execute_reply":"2021-07-04T05:03:19.015187Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"dicom_merge.to_csv('dicom_merge.csv', index=False)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:03:21.416949Z","iopub.execute_input":"2021-07-04T05:03:21.417338Z","iopub.status.idle":"2021-07-04T05:03:22.303204Z","shell.execute_reply.started":"2021-07-04T05:03:21.417291Z","shell.execute_reply":"2021-07-04T05:03:22.301951Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Analysis","metadata":{}},{"cell_type":"markdown","source":"This dataset contains a wide variety of pixel data characteristics and we can explore this using the merged dataframe earlier.\n\n**ORIGINAL :**  an image whose pixel values are based on original or source data\n\n**DERIVED :**  an image whose pixel values have been derived in some manner from the pixel value of one or more other images\n\n**PRIMARY :** an image created as a direct result of the patient examination\n\n**SECONDARY :** an image created after the initial patient examination","metadata":{}},{"cell_type":"code","source":"analysis_flds = ['ImageType', 'ImageType1', 'BitsStored']\ndicom_merge.pivot_table(values=['img_mean','img_max','img_min', 'PatientID'], index=analysis_flds,\n                   aggfunc={'img_mean':'mean','img_max':'max','img_min':'min', 'PatientID':'count'})","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:11.808501Z","iopub.execute_input":"2021-07-04T02:23:11.808852Z","iopub.status.idle":"2021-07-04T02:23:11.853301Z","shell.execute_reply.started":"2021-07-04T02:23:11.808822Z","shell.execute_reply":"2021-07-04T02:23:11.852461Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"From the pivot table above we can see that the data is unsigned ie have a minimum pixel value of 0 but have a variety of max values ranging from 255 (8 bit), 1023 (10 bit), 4095 (12 bit), 16383 (14 bit), 32415 (15 bit) and 65535 (16 bit).  The majority of the images are 12 bit.\n\nWhat about if we break it down further by class:","metadata":{}},{"cell_type":"code","source":"analysis_flds = ['ImageType', 'ImageType1', 'class_y', 'BitsStored']\ndicom_merge.pivot_table(values=['img_mean','img_max','img_min', 'PatientID'], index=analysis_flds,\n                   aggfunc={'img_mean':'mean','img_max':'max','img_min':'min', 'PatientID':'count'})","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:17.103816Z","iopub.execute_input":"2021-07-04T02:23:17.104215Z","iopub.status.idle":"2021-07-04T02:23:17.140568Z","shell.execute_reply.started":"2021-07-04T02:23:17.104183Z","shell.execute_reply":"2021-07-04T02:23:17.139210Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"The good thing about this is that most medical datasets are biased because they only typically have data from 1 institution but in this case it looks like the data may be from a number of institutions which should help with better generalization.","metadata":{}},{"cell_type":"markdown","source":"**Test Set Breakdown**\n\nLooking at the `BitsStored` distribution in the test set","metadata":{"execution":{"iopub.status.busy":"2021-06-20T05:59:27.749515Z","iopub.execute_input":"2021-06-20T05:59:27.749993Z","iopub.status.idle":"2021-06-20T05:59:27.757631Z","shell.execute_reply.started":"2021-06-20T05:59:27.749942Z","shell.execute_reply":"2021-06-20T05:59:27.755619Z"}}},{"cell_type":"code","source":"analysis_flds = ['ImageType', 'ImageType1', 'BitsStored']\ntest_dataframe.pivot_table(values=['img_mean','img_max','img_min', 'PatientID'], index=analysis_flds,\n                   aggfunc={'img_mean':'mean','img_max':'max','img_min':'min', 'PatientID':'count'})","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:22.878343Z","iopub.execute_input":"2021-07-04T02:23:22.878704Z","iopub.status.idle":"2021-07-04T02:23:22.914923Z","shell.execute_reply.started":"2021-07-04T02:23:22.878673Z","shell.execute_reply":"2021-07-04T02:23:22.913395Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### DataBlock","metadata":{}},{"cell_type":"markdown","source":"To make it easier we create a new dataframe from the previous created dataframe using only the columns that are important for using in the DataBlock","metadata":{}},{"cell_type":"code","source":"df = dicom_merge[['SOPInstanceUID', 'class_y', 'new_label', 'fname']].copy()\ndf[:5]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:04:27.387283Z","iopub.execute_input":"2021-07-04T05:04:27.387648Z","iopub.status.idle":"2021-07-04T05:04:27.412352Z","shell.execute_reply.started":"2021-07-04T05:04:27.387616Z","shell.execute_reply":"2021-07-04T05:04:27.411393Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Create a function to easily view images and bounding boxes","metadata":{}},{"cell_type":"code","source":"def ViewBBImage(df):\n    fp = pydicom.dcmread(Path(df['fname'].item())).pixel_array\n    title = df['class_y'].item()\n    boxes = np.array(df['new_label'])\n    box_len = len(boxes[0])\n    if box_len ==16:\n        bb = np.array(boxes[0][:4] + boxes[0][4:8] + boxes[0][8:12] + boxes[0][12:16]).astype(np.float16) \n    if box_len ==12:\n        bb = np.array(boxes[0][:4] + boxes[0][4:8] + boxes[0][8:12]).astype(np.float16)\n    if box_len ==8:\n        bb = np.array(boxes[0][:4] + boxes[0][4:8]).astype(np.float16)\n    if box_len ==4:\n        bb = np.array(boxes[0][:4]).astype(np.float16)\n    \n    box1 = TensorBBox([bb])\n    ctx = show_image(fp, title=title)\n    box1.show(ctx=ctx)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:30.051643Z","iopub.execute_input":"2021-07-04T02:23:30.052061Z","iopub.status.idle":"2021-07-04T02:23:30.060963Z","shell.execute_reply.started":"2021-07-04T02:23:30.052023Z","shell.execute_reply":"2021-07-04T02:23:30.060242Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df[10:20]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:35.913827Z","iopub.execute_input":"2021-07-04T02:23:35.914264Z","iopub.status.idle":"2021-07-04T02:23:35.930345Z","shell.execute_reply.started":"2021-07-04T02:23:35.914227Z","shell.execute_reply":"2021-07-04T02:23:35.928348Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"ViewBBImage(df[19:20])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:43.251338Z","iopub.execute_input":"2021-07-04T02:23:43.251630Z","iopub.status.idle":"2021-07-04T02:23:45.147101Z","shell.execute_reply.started":"2021-07-04T02:23:43.251607Z","shell.execute_reply":"2021-07-04T02:23:45.145646Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"ViewBBImage(df[17:18])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:23:45.663228Z","iopub.execute_input":"2021-07-04T02:23:45.663517Z","iopub.status.idle":"2021-07-04T02:23:47.382062Z","shell.execute_reply.started":"2021-07-04T02:23:45.663489Z","shell.execute_reply":"2021-07-04T02:23:47.380595Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"The differences above in the image quality is because the first one has a `PhotochromicInterpretation` of `MONOCHROME1`and the second one is `MONOCHROME2`.  This is fixed further below.","metadata":{}},{"cell_type":"markdown","source":"The following below was inspired by this fantastic [notebook](https://www.kaggle.com/muellerzr/fastai2-starter-kernel)","metadata":{}},{"cell_type":"code","source":"im_df = df['fname'].unique()\nim_df = [fn for fn in im_df]\nfns = [Path(str(f'{fn}')) for fn in im_df]\nfns[:5]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:19.610566Z","iopub.execute_input":"2021-07-04T05:05:19.610954Z","iopub.status.idle":"2021-07-04T05:05:19.685122Z","shell.execute_reply.started":"2021-07-04T05:05:19.610906Z","shell.execute_reply":"2021-07-04T05:05:19.683793Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def get_items(noop): return fns","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:21.491512Z","iopub.execute_input":"2021-07-04T05:05:21.491916Z","iopub.status.idle":"2021-07-04T05:05:21.496658Z","shell.execute_reply.started":"2021-07-04T05:05:21.491882Z","shell.execute_reply":"2021-07-04T05:05:21.495343Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Convert the dataframe into a numpy array to improve processing times","metadata":{}},{"cell_type":"code","source":"df_np = df.to_numpy()\ndf_np[0]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:23.869125Z","iopub.execute_input":"2021-07-04T05:05:23.869542Z","iopub.status.idle":"2021-07-04T05:05:23.880126Z","shell.execute_reply.started":"2021-07-04T05:05:23.869494Z","shell.execute_reply":"2021-07-04T05:05:23.878782Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"For a sanity check, check to see that the class label and binding boxes are accessible from the array","metadata":{}},{"cell_type":"code","source":"df_np[0][1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:28.917546Z","iopub.execute_input":"2021-07-04T05:05:28.917969Z","iopub.status.idle":"2021-07-04T05:05:28.928613Z","shell.execute_reply.started":"2021-07-04T05:05:28.917938Z","shell.execute_reply":"2021-07-04T05:05:28.927068Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_np[0][-2]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:30.842544Z","iopub.execute_input":"2021-07-04T05:05:30.843002Z","iopub.status.idle":"2021-07-04T05:05:30.851051Z","shell.execute_reply.started":"2021-07-04T05:05:30.842944Z","shell.execute_reply":"2021-07-04T05:05:30.849708Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def get_tmp_bbox(fn):\n    rows = np.where(df_np[:,0] == fn.name[:-4])\n    bboxs = df_np[rows][:,-2][0]\n    return np.array([np.fromstring(b, sep=',') for b in bboxs])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:41.468282Z","iopub.execute_input":"2021-07-04T05:05:41.468690Z","iopub.status.idle":"2021-07-04T05:05:41.476359Z","shell.execute_reply.started":"2021-07-04T05:05:41.468646Z","shell.execute_reply":"2021-07-04T05:05:41.474642Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"get_tmp_bbox(get_items(source)[1])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:47.329485Z","iopub.execute_input":"2021-07-04T05:05:47.329968Z","iopub.status.idle":"2021-07-04T05:05:47.347433Z","shell.execute_reply.started":"2021-07-04T05:05:47.329924Z","shell.execute_reply":"2021-07-04T05:05:47.346266Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Each image may have multiple boxes so in order for this to work in `fastai` we need to ensure that each box has a label","metadata":{}},{"cell_type":"code","source":"def get_tmp_lbl(fn):\n    rows = np.where((df_np[:, 0] == fn.name[:-4]))\n    bboxs = len(df_np[rows][:,-2][0])\n    if bboxs > 12:\n        return np.concatenate(([df_np[rows][:,1]]*4))\n    if bboxs > 8:\n        return np.concatenate(([df_np[rows][:,1]]*3))\n    if bboxs > 4:\n        return np.concatenate(([df_np[rows][:,1]]*2))\n    else:\n        return df_np[rows][:,1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:05:54.698566Z","iopub.execute_input":"2021-07-04T05:05:54.698934Z","iopub.status.idle":"2021-07-04T05:05:54.707055Z","shell.execute_reply.started":"2021-07-04T05:05:54.698904Z","shell.execute_reply":"2021-07-04T05:05:54.705407Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Sanity check, if there are 12 co-ordinates there should be 4 labels","metadata":{}},{"cell_type":"code","source":"get_tmp_lbl(get_items(source)[920])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:04.075239Z","iopub.execute_input":"2021-07-04T05:06:04.075686Z","iopub.status.idle":"2021-07-04T05:06:04.082821Z","shell.execute_reply.started":"2021-07-04T05:06:04.075654Z","shell.execute_reply":"2021-07-04T05:06:04.081680Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"And if there are only 4 co-ordinates there should only be 1 label","metadata":{}},{"cell_type":"code","source":"get_tmp_lbl(get_items(source)[0])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:06.752808Z","iopub.execute_input":"2021-07-04T05:06:06.753138Z","iopub.status.idle":"2021-07-04T05:06:06.761689Z","shell.execute_reply.started":"2021-07-04T05:06:06.753108Z","shell.execute_reply":"2021-07-04T05:06:06.760082Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"bboxs = get_tmp_bbox(fns[0])\nlbls = get_tmp_lbl(fns[0])\narr = np.array([fns[0].name[:-4], bboxs, lbls], dtype=object)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:12.299314Z","iopub.execute_input":"2021-07-04T05:06:12.299767Z","iopub.status.idle":"2021-07-04T05:06:12.306326Z","shell.execute_reply.started":"2021-07-04T05:06:12.299736Z","shell.execute_reply":"2021-07-04T05:06:12.304626Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"arr","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:18.815166Z","iopub.execute_input":"2021-07-04T05:06:18.815673Z","iopub.status.idle":"2021-07-04T05:06:18.825733Z","shell.execute_reply.started":"2021-07-04T05:06:18.815627Z","shell.execute_reply":"2021-07-04T05:06:18.824325Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Do the same for the whole dataset","metadata":{}},{"cell_type":"code","source":"for fname in fns[1:]:\n    bbox = get_tmp_bbox(fname)\n    lbl = get_tmp_lbl(fname)\n    arr2 = np.array([fname.name[:-4], bbox, lbl], dtype='object')\n    arr = np.vstack((arr, arr2))","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:34.490268Z","iopub.execute_input":"2021-07-04T05:06:34.490663Z","iopub.status.idle":"2021-07-04T05:06:38.916782Z","shell.execute_reply.started":"2021-07-04T05:06:34.490632Z","shell.execute_reply":"2021-07-04T05:06:38.915768Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Check to see the `get_bbox` function returns the box co-ordinates","metadata":{}},{"cell_type":"code","source":"def get_bbox(fn):\n    idx = np.where((arr[:,0] == fn.name[:-4]))\n    return arr[idx][0][1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:41.893290Z","iopub.execute_input":"2021-07-04T05:06:41.893643Z","iopub.status.idle":"2021-07-04T05:06:41.900266Z","shell.execute_reply.started":"2021-07-04T05:06:41.893614Z","shell.execute_reply":"2021-07-04T05:06:41.898826Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"get_bbox(get_items(source)[1])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:47.717855Z","iopub.execute_input":"2021-07-04T05:06:47.718227Z","iopub.status.idle":"2021-07-04T05:06:47.728791Z","shell.execute_reply.started":"2021-07-04T05:06:47.718184Z","shell.execute_reply":"2021-07-04T05:06:47.727162Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Check the same for the label","metadata":{}},{"cell_type":"code","source":"def get_lbl(fn):\n    idx = np.where((arr[:,0] == fn.name[:-4]))\n    return arr[idx][0][-1]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:06:58.956309Z","iopub.execute_input":"2021-07-04T05:06:58.956779Z","iopub.status.idle":"2021-07-04T05:06:58.962987Z","shell.execute_reply.started":"2021-07-04T05:06:58.956747Z","shell.execute_reply":"2021-07-04T05:06:58.961778Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"get_lbl(get_items(source)[1])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:07:01.309135Z","iopub.execute_input":"2021-07-04T05:07:01.309677Z","iopub.status.idle":"2021-07-04T05:07:01.316878Z","shell.execute_reply.started":"2021-07-04T05:07:01.309631Z","shell.execute_reply":"2021-07-04T05:07:01.315746Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Create the `DataBlock`","metadata":{}},{"cell_type":"markdown","source":"Out of the box using `ImageBlock(cls=PILDicom)` will throw a ValueError: image has wrong mode. [fmi](https://github.com/asvcode/fmi) however has a couple of options that prevents this error from occuring.\n\n**DicomView**","metadata":{}},{"cell_type":"code","source":"set_seed(77)\nsiim = DataBlock(blocks=(ImageBlock(cls=DicomView), BBoxBlock, BBoxLblBlock),\n                 get_items=get_items,\n                 splitter=RandomSplitter(),\n                 get_y=[get_bbox, get_lbl],\n                 item_tfms=Resize(512, method=ResizeMethod.Pad),\n                 n_inp=1)\n\ndls = siim.dataloaders(f'{source}/train', bs=64)\ndls.show_batch(max_n=20, ncols=5)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T02:24:52.309862Z","iopub.execute_input":"2021-07-04T02:24:52.310188Z","iopub.status.idle":"2021-07-04T02:25:18.256690Z","shell.execute_reply.started":"2021-07-04T02:24:52.310141Z","shell.execute_reply":"2021-07-04T02:25:18.255323Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Although this works, you can clearly see the differences between images that have `PhotometricInterpretation` of `MONOCHROME1` and `MONOCHROME2`.  This is compenstated for further below.\n\n**HistView**\n\nAs mentioned in this [notebook](https://www.kaggle.com/jhoward/don-t-see-like-a-radiologist-fastai) do computers really need to worry about how many levels of grayscale are displayed on the screen?  Converting 16 bit or 12 bit images to 8 bit are purely done for human reasons. \n\nComputers prefer well scaled inputs.  A neural network uses 32 bit floating point inputs that provides a high level of precision, particulary for numbers close to zero. `HistView` is a way of viewing dicom images that have been scaled to values between 0 and 1.","metadata":{}},{"cell_type":"code","source":"set_seed(77)\nsiim = DataBlock(blocks=(ImageBlock(cls=HistView), BBoxBlock, BBoxLblBlock),\n                 get_items=get_items,\n                 splitter=RandomSplitter(),\n                 get_y=[get_bbox, get_lbl],\n                 item_tfms=Resize(512, method=ResizeMethod.Pad),\n                 n_inp=1)\n\ndls = siim.dataloaders(f'{source}/train', bs=64)\ndls.show_batch(max_n=20, ncols=5)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:40:32.879197Z","iopub.execute_input":"2021-07-04T01:40:32.879563Z","iopub.status.idle":"2021-07-04T01:41:53.382703Z","shell.execute_reply.started":"2021-07-04T01:40:32.879518Z","shell.execute_reply":"2021-07-04T01:41:53.381941Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We still suffer from the variations in monochrome(which we fix next) but the images specifically in the lungs area look alot better.  We create a new class `FixMonochrome` that inherits from `PILDicom` and here we can fix the monochrome issue. (you can also use `hist_scaled` when accessing the pixel_array, this however does really increase the training time)","metadata":{}},{"cell_type":"code","source":"class FixMonochrome(PILDicom):\n    @classmethod\n    def create(cls, fn:(Path, str, bytes), fix_monochrome = True)->None:\n        if isinstance(fn, bytes): im = pydicom.dcmread(pydicom.filebase.DicomBytesIO(fn))\n        if isinstance(fn, (Path, str)): im = pydicom.dcmread(fn)\n        scaled = np.array(im.pixel_array)   \n        if fix_monochrome and im.PhotometricInterpretation == \"MONOCHROME1\":\n            scaled = np.amax(scaled) - scaled\n        scaled = scaled - np.min(scaled)\n        scaled = scaled / np.max(scaled)\n        scaled = (scaled * 255).astype(np.uint8)\n        pill_im = Image.fromarray(scaled)\n        return cls(pill_im)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:08:52.771596Z","iopub.execute_input":"2021-07-04T05:08:52.772138Z","iopub.status.idle":"2021-07-04T05:08:52.780430Z","shell.execute_reply.started":"2021-07-04T05:08:52.772102Z","shell.execute_reply":"2021-07-04T05:08:52.778868Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"set_seed(77)\nsiim = DataBlock(blocks=(ImageBlock(cls=FixMonochrome), BBoxBlock, BBoxLblBlock),\n                 get_items=get_items,\n                 splitter=RandomSplitter(),\n                 get_y=[get_bbox, get_lbl],\n                 item_tfms=Resize(32, method=ResizeMethod.Pad),\n                 n_inp=1)\n\ndls = siim.dataloaders(f'{source}/train', bs=128)\ndls.show_batch(max_n=20, ncols=5)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:08:55.011919Z","iopub.execute_input":"2021-07-04T05:08:55.012361Z","iopub.status.idle":"2021-07-04T05:09:52.529352Z","shell.execute_reply.started":"2021-07-04T05:08:55.012331Z","shell.execute_reply":"2021-07-04T05:09:52.528153Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"To check the shapes of the batches we can use `one_batch`","metadata":{}},{"cell_type":"code","source":"img, bbox, lbl = dls.one_batch()","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:09:52.531044Z","iopub.execute_input":"2021-07-04T05:09:52.531525Z","iopub.status.idle":"2021-07-04T05:10:36.567210Z","shell.execute_reply.started":"2021-07-04T05:09:52.531478Z","shell.execute_reply":"2021-07-04T05:10:36.566091Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Each batch has 128 images (due to the batch size of 128)","metadata":{}},{"cell_type":"code","source":"img.shape","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:36.569638Z","iopub.execute_input":"2021-07-04T05:10:36.570149Z","iopub.status.idle":"2021-07-04T05:10:36.578565Z","shell.execute_reply.started":"2021-07-04T05:10:36.570088Z","shell.execute_reply":"2021-07-04T05:10:36.577295Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"We can also view the batch images like so:","metadata":{}},{"cell_type":"code","source":"show_images(img, nrows=4)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:47:48.537147Z","iopub.execute_input":"2021-07-04T01:47:48.537500Z","iopub.status.idle":"2021-07-04T01:47:54.955957Z","shell.execute_reply.started":"2021-07-04T01:47:48.537468Z","shell.execute_reply":"2021-07-04T01:47:54.955034Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Each batch also has 128 sets of `TensorBBox`'s","metadata":{}},{"cell_type":"code","source":"bbox.shape","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:48:01.028266Z","iopub.execute_input":"2021-07-04T01:48:01.028576Z","iopub.status.idle":"2021-07-04T01:48:01.033463Z","shell.execute_reply.started":"2021-07-04T01:48:01.028546Z","shell.execute_reply":"2021-07-04T01:48:01.032562Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"bbox[0]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:48:50.155948Z","iopub.execute_input":"2021-07-04T01:48:50.156291Z","iopub.status.idle":"2021-07-04T01:48:50.164724Z","shell.execute_reply.started":"2021-07-04T01:48:50.156261Z","shell.execute_reply":"2021-07-04T01:48:50.163743Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"As well as 128 sets of y_labels","metadata":{}},{"cell_type":"code","source":"lbl.shape","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:48:40.385376Z","iopub.execute_input":"2021-07-04T01:48:40.385742Z","iopub.status.idle":"2021-07-04T01:48:40.392964Z","shell.execute_reply.started":"2021-07-04T01:48:40.385678Z","shell.execute_reply":"2021-07-04T01:48:40.392067Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"lbl[0]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T01:48:56.876344Z","iopub.execute_input":"2021-07-04T01:48:56.876681Z","iopub.status.idle":"2021-07-04T01:48:56.884237Z","shell.execute_reply.started":"2021-07-04T01:48:56.876639Z","shell.execute_reply":"2021-07-04T01:48:56.883229Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Model","metadata":{}},{"cell_type":"markdown","source":"The model used is RetinaNet which is based on the [Focal Loss for Dense Object Detection](https://arxiv.org/pdf/1708.02002.pdf) paper.  The code is originally from [this](https://github.com/fastai/course-v3/blob/master/nbs/dl2/pascal.ipynb) notebook and integrated into the [fmi](https://github.com/asvcode/fmi) library\n\n**RetinaNet**\n\n\n![retinanet.PNG](attachment:3ca75d5b-5224-46ff-80f6-ad13439edb39.PNG)\n[Image Credit](https://developers.arcgis.com/python/guide/how-retinanet-works/)\n\n\n\nThere are 4 major components:\n\n**1) Bottom-up Pathway** - The backbone network in this example `Resnet34`\n\nIf image size is (256, 256) and the backbone is a resnet then there would be the following feature maps:\n\n- input (256, 256)\n- C1 (128, 128)\n- C2 (64, 64)\n- C3 (32, 32)\n- C4 (16, 16)\n- C5 (8, 8)\n- The paper states that two additional features maps at C6 and C7 of sizes (4,4) and (2,2) by using stride-2 convolutions are also added\n\n**2) Top-down pathway and Lateral connections** - The top down pathway upsamples the spatially coarser feature maps from higher pyramid levels, and the lateral connections merge the top-down layers and the bottom-up layers with the same spatial size.\n\n- C7 moves to P7 (2, 2)\n- P6 (4, 4)\n- P5 (8, 8)\n- P4 (16, 16)\n- P3 (32, 32)\n- P2 (64, 64)\n\nThe P7 feature map is used in detecting larger objects whilst P2 would be used to detect smaller objects\n\n**3) Classification subnetwork** - Predicts the probability of an object being present at each spatial location for each anchor box and object class.\n\n**4) Regression subnetwork** - Regresses the offset for the bounding boxes from the anchor boxes for each ground-truth 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"}}},{"cell_type":"markdown","source":"To view the number of classes","metadata":{}},{"cell_type":"code","source":"num_of_classes = len(dls.vocab[1:])\nnum_of_classes","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:36.580664Z","iopub.execute_input":"2021-07-04T05:10:36.581421Z","iopub.status.idle":"2021-07-04T05:10:36.594475Z","shell.execute_reply.started":"2021-07-04T05:10:36.581353Z","shell.execute_reply":"2021-07-04T05:10:36.593430Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Create the model\n\nWe use `Resnet34` as the backbone network, however we need to make a slight modification so that the body can accept 1D images.","metadata":{}},{"cell_type":"code","source":"encoder = create_body(resnet34, pretrained=True)\n\nl = nn.Conv2d(1, 64, kernel_size=(7,7), stride=(2,2),\n                    padding=(3,3), bias=False)\nl.weight = nn.Parameter(l.weight.sum(dim=1, keepdim=True))\n\nencoder[0] = l","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:36.596235Z","iopub.execute_input":"2021-07-04T05:10:36.596999Z","iopub.status.idle":"2021-07-04T05:10:42.843390Z","shell.execute_reply.started":"2021-07-04T05:10:36.596954Z","shell.execute_reply":"2021-07-04T05:10:42.842282Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"arch = RetinaNet(encoder, num_of_classes, final_bias=-4)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:42.844694Z","iopub.execute_input":"2021-07-04T05:10:42.845243Z","iopub.status.idle":"2021-07-04T05:10:43.263005Z","shell.execute_reply.started":"2021-07-04T05:10:42.845190Z","shell.execute_reply":"2021-07-04T05:10:43.261906Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"The paper states that the **Focal Loss** is designed to address the one-stage object detection scenario in which there is an extreme imbalance between foreground and background classes during training.  Focal Loss is an enhancemnet over Cross-Entropy Loss.  \n\nOne-stage models can suffer from extreme foreground-background class imbalance problems due to dense sampling of possible object locations (anchor boxes).  In RetinaNet, at each pyramid layer there can be thousands of achor boxes and only a few will be assigned to the ground-truth object whilst the vast majority (easy examples) will be assigned to the background class.\n\nFocal Loss reduces the loss contribution from the easy examples and hence increase the importance of correcting missclassified examples.","metadata":{}},{"cell_type":"markdown","source":"**Parameters**\n\n**Scales of anchor boxes** The default is set to [2^0, 2^⅓, 2^⅔ ] which is what the paper uses.\n\n\n**Aspect Ratios of anchor boxes** The default is set to [0.5, 1, 2] which means the anchor boxes will be of aspect ratios 1:2, 1:1, 2:1.","metadata":{}},{"cell_type":"code","source":"aspect_ratios = [0.5, 1, 2]\nscales = [2**0, 2**(1/3), 2**(2/3)]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:43.264481Z","iopub.execute_input":"2021-07-04T05:10:43.265160Z","iopub.status.idle":"2021-07-04T05:10:43.270767Z","shell.execute_reply.started":"2021-07-04T05:10:43.265116Z","shell.execute_reply":"2021-07-04T05:10:43.269504Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"crit = RetinaNetFocalLoss(arch, scales=scales, ratios=aspect_ratios)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:43.273844Z","iopub.execute_input":"2021-07-04T05:10:43.274595Z","iopub.status.idle":"2021-07-04T05:10:43.285980Z","shell.execute_reply.started":"2021-07-04T05:10:43.274550Z","shell.execute_reply":"2021-07-04T05:10:43.284915Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"The code for the mAP is credited to [this](https://github.com/fastai/course-v3/blob/master/nbs/dl2/pascal.ipynb](https://github.com/fastai/course-v3/blob/master/nbs/dl2/pascal.ipynb) and [this](https://github.com/jaidmin/Practical-Deep-Learning-for-Coders-2.0](https://github.com/jaidmin/Practical-Deep-Learning-for-Coders-2.0/blob/master/Computer%20Vision/06_Object_Detection_changed.ipynb) notebook.\n\nThe general definition for **Average Precision(AP)** is finding the area under the Precision-Recall curve. Precision-Recall curves are generally used when there is a moderate to large class imbalance, as opposed to ROC curves which are used when there are roughly equal numbers of observations for each class.\n\nTo calculate the AP for object detection we need to understand **Intersection of Union(IoU)** which is the ratio of the area of intersection and the area of union (union between predicted bounding box and ground truth bounding box).\n\n![iou.PNG](attachment:47193c54-7dbf-41fe-9ef3-c434fe334fae.PNG)\n\n**mAP(mean average precision)** is the average of AP.\n\nThe mean Average Precision or mAP score is calculated by taking the mean AP over all classes and/or overall IoU thresholds, depending on different detection challenges that exist.\n\nFor example in the PASCAL VOC2007 challenge, AP for one object class is calculated for an IoU threshold of 0.5. So the mAP is averaged over all object classes and for the COCO 2017 challenge, the mAP is averaged over all object categories and 10 IoU thresholds.","metadata":{},"attachments":{"47193c54-7dbf-41fe-9ef3-c434fe334fae.PNG":{"image/png":"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"}}},{"cell_type":"code","source":"map_metric = mAP()\nmetrics = [map_metric]","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:10:43.289571Z","iopub.execute_input":"2021-07-04T05:10:43.289967Z","iopub.status.idle":"2021-07-04T05:10:43.298026Z","shell.execute_reply.started":"2021-07-04T05:10:43.289932Z","shell.execute_reply":"2021-07-04T05:10:43.296866Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"learn = Learner(dls, \n                arch, \n                loss_func=crit, \n                metrics=metrics, \n                cbs=[ShowGraphCallback()])","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:11:03.574638Z","iopub.execute_input":"2021-07-04T05:11:03.575013Z","iopub.status.idle":"2021-07-04T05:11:03.581443Z","shell.execute_reply.started":"2021-07-04T05:11:03.574980Z","shell.execute_reply":"2021-07-04T05:11:03.579803Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Training","metadata":{}},{"cell_type":"code","source":"learn.lr_find()","metadata":{"execution":{"iopub.status.busy":"2021-06-27T05:43:36.73639Z","iopub.execute_input":"2021-06-27T05:43:36.736704Z","iopub.status.idle":"2021-06-27T06:11:57.008806Z","shell.execute_reply.started":"2021-06-27T05:43:36.736674Z","shell.execute_reply":"2021-06-27T06:11:57.007942Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"learn.fit_one_cycle(1,1e-4)","metadata":{"execution":{"iopub.status.busy":"2021-07-04T05:11:33.089289Z","iopub.execute_input":"2021-07-04T05:11:33.089757Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"learn.save('siim_one')","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"learn.cbs[3].threshold = 0.7","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"learn.show_results()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### More to come!","metadata":{}}]}