{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.7.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Use MediaPipe to Render Parquet Files\n\nThis competition uses data derived from MediaPipe to extract landmark poses from video.  For each frame the landmarks have been stored in a parquet file.  In this notebook, I show how to extract the landmarks from an image using mediapipe and then I demonstrate how to render a parquet file from the competition dataset using mediapipe.  Which might be useful if you try to generate your own training data.","metadata":{}},{"cell_type":"code","source":"!pip install mediapipe --quiet","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2023-04-05T15:30:05.641057Z","iopub.execute_input":"2023-04-05T15:30:05.642056Z","iopub.status.idle":"2023-04-05T15:30:22.420078Z","shell.execute_reply.started":"2023-04-05T15:30:05.641958Z","shell.execute_reply":"2023-04-05T15:30:22.418478Z"},"trusted":true},"execution_count":1,"outputs":[{"name":"stdout","text":"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n\u001b[0m","output_type":"stream"}]},{"cell_type":"code","source":"import cv2\n\nimport numpy as np\nimport pandas as pd\nfrom path import Path\nfrom PIL import Image\nfrom fastai.vision.all import show_image\n\nfrom ipywidgets import interact, interactive, fixed, interact_manual\nimport ipywidgets as widgets\n\nimport mediapipe as mp\nfrom mediapipe.framework.formats import landmark_pb2\nmp_drawing = mp.solutions.drawing_utils\nmp_drawing_styles = mp.solutions.drawing_styles\nmp_holistic = mp.solutions.holistic","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:22.422679Z","iopub.execute_input":"2023-04-05T15:30:22.423067Z","iopub.status.idle":"2023-04-05T15:30:28.532014Z","shell.execute_reply.started":"2023-04-05T15:30:22.423018Z","shell.execute_reply":"2023-04-05T15:30:28.52996Z"},"trusted":true},"execution_count":2,"outputs":[]},{"cell_type":"markdown","source":"## Mediapipe Landmark Detection\n\nHere I'll give a demonstration of downloading a sample image from the Internet and running mediapipe on and image and then demonstrate how to render the landmark results interactively using mediapipe to do the rendering.","metadata":{}},{"cell_type":"code","source":"# Image credit: https://www.pexels.com/photo/woman-in-black-blouse-showing-sign-language-gesture-10029275/\n!curl \"https://images.pexels.com/photos/10029275/pexels-photo-10029275.jpeg?cs=srgb&dl=pexels-rodnae-productions-10029275.jpg&fm=jpg&w=640&h=960\" > /kaggle/working/sign.jpg","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:28.534418Z","iopub.execute_input":"2023-04-05T15:30:28.534965Z","iopub.status.idle":"2023-04-05T15:30:30.898651Z","shell.execute_reply.started":"2023-04-05T15:30:28.534913Z","shell.execute_reply":"2023-04-05T15:30:30.896914Z"},"trusted":true},"execution_count":3,"outputs":[{"name":"stdout","text":"  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n                                 Dload  Upload   Total   Spent    Left  Speed\n100 56724  100 56724    0     0  47866      0  0:00:01  0:00:01 --:--:-- 47908\n","output_type":"stream"}]},{"cell_type":"code","source":"# Load and show the sample image\nim = Image.open('/kaggle/working/sign.jpg')\nshow_image(im,figsize=(6,17))","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:30.901966Z","iopub.execute_input":"2023-04-05T15:30:30.902546Z","iopub.status.idle":"2023-04-05T15:30:31.392657Z","shell.execute_reply.started":"2023-04-05T15:30:30.902495Z","shell.execute_reply":"2023-04-05T15:30:31.391263Z"},"trusted":true},"execution_count":4,"outputs":[{"execution_count":4,"output_type":"execute_result","data":{"text/plain":"<AxesSubplot:>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 600x1700 with 1 Axes>","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"### Renering Pose Landmarks using MediaPipe\nThis function will take a set of landmarks as returned from the mediapipe model and render the landmarks onto an image in the form of a numpy array.","metadata":{}},{"cell_type":"code","source":"def draw_landmarks(landmarks,image,show_pose=True,show_face_contour=True,show_face_tesselation=True,show_left_hand=True,show_right_hand=True):\n    annotated_image = image.copy()\n    results = landmarks\n    if show_face_tesselation:\n        mp_drawing.draw_landmarks(\n            annotated_image,\n            results.face_landmarks,\n            mp_holistic.FACEMESH_TESSELATION,\n            landmark_drawing_spec=None,\n            connection_drawing_spec=mp_drawing_styles\n            .get_default_face_mesh_tesselation_style())\n    if show_face_contour:\n        mp_drawing.draw_landmarks(\n            annotated_image,\n            results.face_landmarks,\n            mp_holistic.FACEMESH_CONTOURS,\n            landmark_drawing_spec=None,\n            connection_drawing_spec=mp_drawing_styles\n            .get_default_face_mesh_contours_style())\n    if show_pose:\n        mp_drawing.draw_landmarks(\n            annotated_image,\n            results.pose_landmarks,\n            mp_holistic.POSE_CONNECTIONS,\n            landmark_drawing_spec=mp_drawing_styles.\n            get_default_pose_landmarks_style())\n    if show_left_hand:\n        mp_drawing.draw_landmarks(\n            annotated_image,\n            results.left_hand_landmarks,\n            mp_holistic.HAND_CONNECTIONS,\n            landmark_drawing_spec=mp_drawing_styles\n            .get_default_hand_landmarks_style())\n    if show_right_hand:\n        mp_drawing.draw_landmarks(\n            annotated_image,\n            results.right_hand_landmarks,\n            mp_holistic.HAND_CONNECTIONS,\n            landmark_drawing_spec=mp_drawing_styles\n            .get_default_hand_landmarks_style())\n    return annotated_image","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:31.394002Z","iopub.execute_input":"2023-04-05T15:30:31.394646Z","iopub.status.idle":"2023-04-05T15:30:31.405481Z","shell.execute_reply.started":"2023-04-05T15:30:31.394606Z","shell.execute_reply":"2023-04-05T15:30:31.403884Z"},"trusted":true},"execution_count":5,"outputs":[]},{"cell_type":"markdown","source":"### Using MediaPipe to Predict Pose Landmarks\nThe following function take an image in the form of a PIL image, runs MediaPipe on it it to detect the landmark features for face, pose, left hand and right hand and then renders the landmarks using the draw_landmarks function.","metadata":{}},{"cell_type":"code","source":"def static_image(image,show_pose=True,show_face_contour=True,show_face_tesselation=True,show_left_hand=True,show_right_hand=True,show_image=True):\n    BG_COLOR = (192, 192, 192) # gray\n    with mp_holistic.Holistic(\n        static_image_mode=True,\n        model_complexity=2,\n        enable_segmentation=True,\n        refine_face_landmarks=True) as holistic:\n            image = np.array(image)\n            image_height, image_width, _ = image.shape\n            # Convert the BGR image to RGB before processing.\n            #results = holistic.process(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))\n            results = holistic.process(image)\n\n            if show_image:\n                annotated_image = image.copy()\n            else:\n                annotated_image = np.zeros(image.shape,dtype=np.uint8)\n\n            annotated_image = draw_landmarks(results,annotated_image,show_pose,show_face_contour,show_face_tesselation,show_left_hand,show_right_hand)\n    return Image.fromarray(annotated_image)","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:31.407286Z","iopub.execute_input":"2023-04-05T15:30:31.407813Z","iopub.status.idle":"2023-04-05T15:30:31.428317Z","shell.execute_reply.started":"2023-04-05T15:30:31.407759Z","shell.execute_reply":"2023-04-05T15:30:31.426817Z"},"trusted":true},"execution_count":6,"outputs":[]},{"cell_type":"markdown","source":"## Interactive Viewer Using MediaPipe to Render the Pose Landmarks\nYou can use the controls to toggle on and off rendering of the different landmarks recognized by mediapipe.","metadata":{}},{"cell_type":"code","source":"def f(show_pose,show_face_contour,show_face_tesselation,show_left_hand,show_right_hand,show_img):\n    show_image(static_image(im,show_pose,show_face_contour,show_face_tesselation,show_left_hand,show_right_hand,show_img),figsize=(6,17))\n    \ni = interact(f,show_pose=True,show_face_contour=True,show_face_tesselation=True,show_left_hand=True,show_right_hand=True,show_img=True)","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:31.430161Z","iopub.execute_input":"2023-04-05T15:30:31.43089Z","iopub.status.idle":"2023-04-05T15:30:32.818357Z","shell.execute_reply.started":"2023-04-05T15:30:31.430844Z","shell.execute_reply":"2023-04-05T15:30:32.817153Z"},"trusted":true},"execution_count":7,"outputs":[{"output_type":"display_data","data":{"text/plain":"interactive(children=(Checkbox(value=True, description='show_pose'), Checkbox(value=True, description='show_fa…","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"3ebdc9dce5c84e1ba9a3191463f7fcbb"}},"metadata":{}}]},{"cell_type":"markdown","source":"## Using MediaPipe to Render Parquet Files","metadata":{"execution":{"iopub.status.busy":"2023-03-16T19:06:13.762178Z","iopub.execute_input":"2023-03-16T19:06:13.762636Z","iopub.status.idle":"2023-03-16T19:06:13.768161Z","shell.execute_reply.started":"2023-03-16T19:06:13.762596Z","shell.execute_reply":"2023-03-16T19:06:13.766094Z"}}},{"cell_type":"code","source":"# load up the train csv\npath = Path('../input/asl-signs')","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:32.820132Z","iopub.execute_input":"2023-04-05T15:30:32.821415Z","iopub.status.idle":"2023-04-05T15:30:32.827182Z","shell.execute_reply.started":"2023-04-05T15:30:32.821366Z","shell.execute_reply":"2023-04-05T15:30:32.825758Z"},"trusted":true},"execution_count":8,"outputs":[]},{"cell_type":"markdown","source":"The train.csv file contains one row for each training sample.  The sign column show the name of the asl sign represented in the training samples and the path columns identifies a parquet file.  ","metadata":{}},{"cell_type":"code","source":"df = pd.read_csv(path/'train.csv')\ndf.head()","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:32.829452Z","iopub.execute_input":"2023-04-05T15:30:32.830713Z","iopub.status.idle":"2023-04-05T15:30:33.135482Z","shell.execute_reply.started":"2023-04-05T15:30:32.830646Z","shell.execute_reply":"2023-04-05T15:30:33.134508Z"},"trusted":true},"execution_count":9,"outputs":[{"execution_count":9,"output_type":"execute_result","data":{"text/plain":"                                            path  participant_id  sequence_id  \\\n0  train_landmark_files/26734/1000035562.parquet           26734   1000035562   \n1  train_landmark_files/28656/1000106739.parquet           28656   1000106739   \n2   train_landmark_files/16069/100015657.parquet           16069    100015657   \n3  train_landmark_files/25571/1000210073.parquet           25571   1000210073   \n4  train_landmark_files/62590/1000240708.parquet           62590   1000240708   \n\n    sign  \n0   blow  \n1   wait  \n2  cloud  \n3   bird  \n4   owie  ","text/html":"<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>path</th>\n      <th>participant_id</th>\n      <th>sequence_id</th>\n      <th>sign</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>train_landmark_files/26734/1000035562.parquet</td>\n      <td>26734</td>\n      <td>1000035562</td>\n      <td>blow</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>train_landmark_files/28656/1000106739.parquet</td>\n      <td>28656</td>\n      <td>1000106739</td>\n      <td>wait</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>train_landmark_files/16069/100015657.parquet</td>\n      <td>16069</td>\n      <td>100015657</td>\n      <td>cloud</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>train_landmark_files/25571/1000210073.parquet</td>\n      <td>25571</td>\n      <td>1000210073</td>\n      <td>bird</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>train_landmark_files/62590/1000240708.parquet</td>\n      <td>62590</td>\n      <td>1000240708</td>\n      <td>owie</td>\n    </tr>\n  </tbody>\n</table>\n</div>"},"metadata":{}}]},{"cell_type":"markdown","source":"Each parquet file contains some number of frames of landmark data for each sign. We'll grab a sample parquet file and take a look at it.","metadata":{}},{"cell_type":"code","source":"parquet_file = df.iloc[0].path\nprint(f'Sample parquet file: {parquet_file}')\npf = pd.read_parquet(path/parquet_file)\npf.head()","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.138794Z","iopub.execute_input":"2023-04-05T15:30:33.139415Z","iopub.status.idle":"2023-04-05T15:30:33.315296Z","shell.execute_reply.started":"2023-04-05T15:30:33.139376Z","shell.execute_reply":"2023-04-05T15:30:33.313955Z"},"trusted":true},"execution_count":10,"outputs":[{"name":"stdout","text":"Sample parquet file: train_landmark_files/26734/1000035562.parquet\n","output_type":"stream"},{"execution_count":10,"output_type":"execute_result","data":{"text/plain":"   frame     row_id  type  landmark_index         x         y         z\n0     20  20-face-0  face               0  0.494400  0.380470 -0.030626\n1     20  20-face-1  face               1  0.496017  0.350735 -0.057565\n2     20  20-face-2  face               2  0.500818  0.359343 -0.030283\n3     20  20-face-3  face               3  0.489788  0.321780 -0.040622\n4     20  20-face-4  face               4  0.495304  0.341821 -0.061152","text/html":"<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>frame</th>\n      <th>row_id</th>\n      <th>type</th>\n      <th>landmark_index</th>\n      <th>x</th>\n      <th>y</th>\n      <th>z</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>20</td>\n      <td>20-face-0</td>\n      <td>face</td>\n      <td>0</td>\n      <td>0.494400</td>\n      <td>0.380470</td>\n      <td>-0.030626</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>20</td>\n      <td>20-face-1</td>\n      <td>face</td>\n      <td>1</td>\n      <td>0.496017</td>\n      <td>0.350735</td>\n      <td>-0.057565</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>20</td>\n      <td>20-face-2</td>\n      <td>face</td>\n      <td>2</td>\n      <td>0.500818</td>\n      <td>0.359343</td>\n      <td>-0.030283</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>20</td>\n      <td>20-face-3</td>\n      <td>face</td>\n      <td>3</td>\n      <td>0.489788</td>\n      <td>0.321780</td>\n      <td>-0.040622</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>20</td>\n      <td>20-face-4</td>\n      <td>face</td>\n      <td>4</td>\n      <td>0.495304</td>\n      <td>0.341821</td>\n      <td>-0.061152</td>\n    </tr>\n  </tbody>\n</table>\n</div>"},"metadata":{}}]},{"cell_type":"markdown","source":"Each parquet file contains some number of frames of landmark data which would have been generated using mediapipe from some original video of a person making the sign.  The video data is not available in the training dataset.","metadata":{}},{"cell_type":"code","source":"print('This parquet file contains the following frames:')\nprint(pf.frame.unique())","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.31723Z","iopub.execute_input":"2023-04-05T15:30:33.318502Z","iopub.status.idle":"2023-04-05T15:30:33.329147Z","shell.execute_reply.started":"2023-04-05T15:30:33.318436Z","shell.execute_reply":"2023-04-05T15:30:33.327154Z"},"trusted":true},"execution_count":11,"outputs":[{"name":"stdout","text":"This parquet file contains the following frames:\n[20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"Each frame contains the following types of landmarks","metadata":{}},{"cell_type":"code","source":"print('Frame types: ')\nprint(pf.type.unique())","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.330889Z","iopub.execute_input":"2023-04-05T15:30:33.331291Z","iopub.status.idle":"2023-04-05T15:30:33.346688Z","shell.execute_reply.started":"2023-04-05T15:30:33.331254Z","shell.execute_reply":"2023-04-05T15:30:33.345086Z"},"trusted":true},"execution_count":12,"outputs":[{"name":"stdout","text":"Frame types: \n['face' 'left_hand' 'pose' 'right_hand']\n","output_type":"stream"}]},{"cell_type":"markdown","source":"Each frame has the same number of landmark points (x,y,z).  Landmarks are points in 3D space. But beware some of these are missing (NANs)","metadata":{"execution":{"iopub.status.busy":"2023-03-16T19:18:46.689177Z","iopub.execute_input":"2023-03-16T19:18:46.689595Z","iopub.status.idle":"2023-03-16T19:18:46.696692Z","shell.execute_reply.started":"2023-03-16T19:18:46.689561Z","shell.execute_reply":"2023-03-16T19:18:46.695067Z"}}},{"cell_type":"code","source":"print('Total number of features per frame: ')\npf.shape[0]/pf.frame.nunique()","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.349003Z","iopub.execute_input":"2023-04-05T15:30:33.349465Z","iopub.status.idle":"2023-04-05T15:30:33.366124Z","shell.execute_reply.started":"2023-04-05T15:30:33.349419Z","shell.execute_reply":"2023-04-05T15:30:33.364489Z"},"trusted":true},"execution_count":13,"outputs":[{"name":"stdout","text":"Total number of features per frame: \n","output_type":"stream"},{"execution_count":13,"output_type":"execute_result","data":{"text/plain":"543.0"},"metadata":{}}]},{"cell_type":"markdown","source":"The features for each frame are broken out as follows for each type.","metadata":{}},{"cell_type":"code","source":"print('Number of features per frame per type: ')\npf.type.value_counts()/pf.frame.nunique()","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.368162Z","iopub.execute_input":"2023-04-05T15:30:33.369893Z","iopub.status.idle":"2023-04-05T15:30:33.38956Z","shell.execute_reply.started":"2023-04-05T15:30:33.369771Z","shell.execute_reply":"2023-04-05T15:30:33.388212Z"},"trusted":true},"execution_count":14,"outputs":[{"name":"stdout","text":"Number of features per frame per type: \n","output_type":"stream"},{"execution_count":14,"output_type":"execute_result","data":{"text/plain":"face          468.0\npose           33.0\nleft_hand      21.0\nright_hand     21.0\nName: type, dtype: float64"},"metadata":{}}]},{"cell_type":"markdown","source":"We can use mediapipe to render our annotations on top of a background image.  Since we don't have the images for the video frames we'll just create a black background image to render on top of (all zeros)","metadata":{}},{"cell_type":"code","source":"# the size is arbitrary the landmark locations will be rendered relative to the dimensions of the background image provided\nannotated_image = np.zeros((1024,1024,3),dtype=np.uint8)\nshow_image(annotated_image)  # show empty blackground image for reference","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.391208Z","iopub.execute_input":"2023-04-05T15:30:33.3916Z","iopub.status.idle":"2023-04-05T15:30:33.747072Z","shell.execute_reply.started":"2023-04-05T15:30:33.39156Z","shell.execute_reply":"2023-04-05T15:30:33.745481Z"},"trusted":true},"execution_count":15,"outputs":[{"execution_count":15,"output_type":"execute_result","data":{"text/plain":"<AxesSubplot:>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 500x500 with 1 Axes>","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"The following function will take a parquet file and a frame number and will create a \"landmarks\" object that is consistent with the prediction results returned back from mediapipe so that we can use the same landmark rendering function from above.","metadata":{}},{"cell_type":"code","source":"# simple holder for our landmarks that will mimic the results that we get back from mediapipe but using our data\nclass Landmarks(object):\n    pass\n\ndef get_landmarks_from_parquet(pf,frame):\n    f = pf[pf.frame == frame]\n    face = landmark_pb2.NormalizedLandmarkList()\n    for t in f[f.type=='face'][['x','y','z']].itertuples(index=False):\n        face.landmark.add(x=t.x,y=t.y,z=t.z)\n    pose = landmark_pb2.NormalizedLandmarkList()\n    for t in f[f.type=='pose'][['x','y','z']].itertuples(index=False):\n        pose.landmark.add(x=t.x,y=t.y,z=t.z)\n    left_hand = landmark_pb2.NormalizedLandmarkList()\n    for t in f[f.type=='left_hand'][['x','y','z']].itertuples(index=False):\n        left_hand.landmark.add(x=t.x,y=t.y,z=t.z)\n    right_hand = landmark_pb2.NormalizedLandmarkList()\n    for t in f[f.type=='right_hand'][['x','y','z']].itertuples(index=False):\n        right_hand.landmark.add(x=t.x,y=t.y,z=t.z)    \n    result = Landmarks()\n    result.face_landmarks = face\n    result.pose_landmarks = pose\n    result.left_hand_landmarks = left_hand\n    result.right_hand_landmarks = right_hand\n    return result\n    ","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.749038Z","iopub.execute_input":"2023-04-05T15:30:33.74945Z","iopub.status.idle":"2023-04-05T15:30:33.76351Z","shell.execute_reply.started":"2023-04-05T15:30:33.749411Z","shell.execute_reply":"2023-04-05T15:30:33.761818Z"},"trusted":true},"execution_count":16,"outputs":[]},{"cell_type":"markdown","source":"Take our sample parquet file from earlier translate it to a set of landmarks that mediapipe can use and then render them using mediapipe.","metadata":{}},{"cell_type":"code","source":"landmarks = get_landmarks_from_parquet(pf,20)\nshow_image(draw_landmarks(landmarks,annotated_image))","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:33.765834Z","iopub.execute_input":"2023-04-05T15:30:33.766359Z","iopub.status.idle":"2023-04-05T15:30:34.153816Z","shell.execute_reply.started":"2023-04-05T15:30:33.766305Z","shell.execute_reply":"2023-04-05T15:30:34.151968Z"},"trusted":true},"execution_count":17,"outputs":[{"execution_count":17,"output_type":"execute_result","data":{"text/plain":"<AxesSubplot:>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 500x500 with 1 Axes>","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"## Interactive MediaPipe Viewer for a Parquet File\nyou can drag the slider interactively to scrub through the landmark frames","metadata":{"execution":{"iopub.status.busy":"2023-03-16T18:30:04.587124Z","iopub.execute_input":"2023-03-16T18:30:04.588486Z","iopub.status.idle":"2023-03-16T18:30:04.595654Z","shell.execute_reply.started":"2023-03-16T18:30:04.588412Z","shell.execute_reply":"2023-03-16T18:30:04.594186Z"}}},{"cell_type":"code","source":"frames = pf.frame.unique()  # get the frames from the parquet file\n\ndef show_frame(frame):\n    landmarks = get_landmarks_from_parquet(pf,frames[frame])\n    show_image(draw_landmarks(landmarks,annotated_image),figsize=(9,9),title=f'frame: {frames[frame]} [{frame+1} of {len(frames)}]')\n    #print(f'showing frame: {frames[frame]}')\n    \ni = interact(show_frame,frame=widgets.IntSlider(min=0, max=len(frames)-1, step=1, value=0))","metadata":{"execution":{"iopub.status.busy":"2023-04-05T15:30:34.157091Z","iopub.execute_input":"2023-04-05T15:30:34.158258Z","iopub.status.idle":"2023-04-05T15:30:34.585936Z","shell.execute_reply.started":"2023-04-05T15:30:34.158186Z","shell.execute_reply":"2023-04-05T15:30:34.584135Z"},"trusted":true},"execution_count":18,"outputs":[{"output_type":"display_data","data":{"text/plain":"interactive(children=(IntSlider(value=0, description='frame', max=22), Output()), _dom_classes=('widget-intera…","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"4bc164918eb94c368f5406df2ac7ba8c"}},"metadata":{}}]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}