{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.11.11","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":102335,"databundleVersionId":12518947,"isSourceIdPinned":false,"sourceType":"competition"}],"dockerImageVersionId":31040,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Time-of-Flight Sensor Transformations, Positioning & Orientation\n\nIn this notebook, we save the time-of-flight sensor feeds as .gif files and look at them in various configurations to see how they might align.\n\nThese corrections are based on the [shown layout of the sensors](https://www.kaggle.com/competitions/cmi-detect-behavior-with-sensor-data/overview), [dataset documentation](https://www.kaggle.com/competitions/cmi-detect-behavior-with-sensor-data/data), [sensor documentation](https://fcon_1000.projects.nitrc.org/indi/cmi_healthy_brain_network/Competitions/Helios2025/Time_of_Flight_Sensor.pdf) & [💬previous discussion](https://www.kaggle.com/competitions/cmi-detect-behavior-with-sensor-data/discussion/583452) on these 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"}}},{"cell_type":"code","source":"import pandas as pd\nimport numpy as np\nimport random\nimport matplotlib.pyplot as plt\nimport matplotlib.animation as animation\nfrom IPython.display import HTML, Image, display","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:42:59.570852Z","iopub.execute_input":"2025-06-09T03:42:59.571083Z","iopub.status.idle":"2025-06-09T03:43:01.855663Z","shell.execute_reply.started":"2025-06-09T03:42:59.571062Z","shell.execute_reply":"2025-06-09T03:43:01.854817Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"from IPython.display import HTML, display\nimport base64\n\ndef show_gif_inline(path, width=400):\n    \"\"\"Display a GIF inline using base64 embedding.\"\"\"\n    try:\n        with open(path, \"rb\") as f:\n            data = base64.b64encode(f.read()).decode(\"utf-8\")\n        html = f'<img src=\"data:image/gif;base64,{data}\" width=\"{width}\">'\n        display(HTML(html))\n    except FileNotFoundError:\n        print(f\"File not found: {path}\")\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:01.857575Z","iopub.execute_input":"2025-06-09T03:43:01.858045Z","iopub.status.idle":"2025-06-09T03:43:01.865405Z","shell.execute_reply.started":"2025-06-09T03:43:01.858017Z","shell.execute_reply":"2025-06-09T03:43:01.864541Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## Loading an Example Sequence","metadata":{}},{"cell_type":"code","source":"DATASET_CSV = \"/kaggle/input/cmi-detect-behavior-with-sensor-data/train.csv\"\ndf = pd.read_csv(DATASET_CSV)\n\nCHOSEN_SEQ = \"SEQ_031678\"\nfiltered_data = df[df['sequence_id'] == CHOSEN_SEQ]\nprint(f\"chosen sequence: {CHOSEN_SEQ}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:01.866312Z","iopub.execute_input":"2025-06-09T03:43:01.866599Z","iopub.status.idle":"2025-06-09T03:43:38.668776Z","shell.execute_reply.started":"2025-06-09T03:43:01.866563Z","shell.execute_reply":"2025-06-09T03:43:38.667676Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## TOF1 Sensor Feed","metadata":{}},{"cell_type":"code","source":"class SensorGrid:\n    def __init__(self, sensor_id, dataframe):\n        self.sensor_id = sensor_id\n        self.frames = [\n            np.array([row[f\"tof_{sensor_id}_v{i}\"] for i in range(64)]).reshape(8, 8)\n            for _, row in dataframe.iterrows()\n        ]\n        self.vmin = np.min([frame.min() for frame in self.frames])\n        self.vmax = np.max([frame.max() for frame in self.frames])\n\n    def get_matrix_at(self, frame_idx):\n        return self.frames[frame_idx]\n\n    def get_min_max(self):\n        return self.vmin, self.vmax\n\n    def rotate(self, direction):\n        if direction == 'left':\n            k = 1\n        elif direction == 'right':\n            k = 3\n        elif direction == '180':\n            k = 2\n        else:\n            raise ValueError(\"Direction must be 'left', 'right', or '180'\")\n        self.frames = [np.rot90(mat, k=k) for mat in self.frames]\n\n    def flip_horizontal(self):\n        \n        self.frames = [np.fliplr(mat) for mat in self.frames]\n\n    def flip_vertical(self):\n        \n        self.frames = [np.flipud(mat) for mat in self.frames]\n\nclass SimpleAnimation:\n    def __init__(self, sensor_grid, save_path=\"sensor_simple.gif\", max_frames=None):\n        self.grid = sensor_grid\n        self.save_path = save_path\n        self.frame_count = len(sensor_grid.frames) if max_frames is None else min(max_frames, len(sensor_grid.frames))\n\n    def animate(self, fps=10):\n        fig, ax = plt.subplots(figsize=(4, 4))\n        vmin, vmax = self.grid.get_min_max()\n        im = ax.imshow(np.zeros((8, 8)), cmap='viridis', vmin=vmin, vmax=vmax)\n        ax.axis('off')\n\n        def update(frame_idx):\n            mat = self.grid.get_matrix_at(frame_idx)\n            im.set_array(mat)\n            ax.set_title(f\"TOF{self.grid.sensor_id} – frame {frame_idx}\")\n            return [im]\n\n        ani = animation.FuncAnimation(fig, update, frames=self.frame_count, blit=False)\n        ani.save(self.save_path, writer='pillow', fps=fps)\n        plt.close()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:38.670075Z","iopub.execute_input":"2025-06-09T03:43:38.670393Z","iopub.status.idle":"2025-06-09T03:43:38.683882Z","shell.execute_reply.started":"2025-06-09T03:43:38.670361Z","shell.execute_reply":"2025-06-09T03:43:38.68281Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"grid = SensorGrid(1, filtered_data)\n\nsimple_anim = SimpleAnimation(grid, save_path=\"/kaggle/working/sensor_simple.gif\")\nsimple_anim.animate(fps=10)\n\nshow_gif_inline(\"/kaggle/working/sensor_simple.gif\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:38.685011Z","iopub.execute_input":"2025-06-09T03:43:38.685347Z","iopub.status.idle":"2025-06-09T03:43:41.276322Z","shell.execute_reply.started":"2025-06-09T03:43:38.685319Z","shell.execute_reply":"2025-06-09T03:43:41.275049Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## Sensor Feeds as Provided\n\nWhen placed alongside each other as shown in the documented layout, the sensor feeds appear misoriented relative to each other. There's some [💬discussion on this already](https://www.kaggle.com/competitions/cmi-detect-behavior-with-sensor-data/discussion/583452) - the feeds provided may need horizontal and/or vertical flipping. Additionally, from the picture given we can see that some sensors are horizontal on the device, while others are vertical, so some of the feeds likely need rotating.\n\nFor now, we plot the feeds as provided though. I'm using a simplified layout - a 4x3 grid.","metadata":{}},{"cell_type":"code","source":"class SensorLayout:\n    def __init__(self, layout_spec):\n        self.layout_spec = layout_spec\n        self.rows = len(layout_spec)\n        self.cols = len(layout_spec[0])\n\n    def get_position(self, sensor_id):\n        for r, row in enumerate(self.layout_spec):\n            for c, val in enumerate(row):\n                if val == sensor_id:\n                    return r, c\n        return None\n\n    def get_sensor_ids(self):\n        return [val for row in self.layout_spec for val in row if val is not None]\n\n\nclass SensorPlot:\n    def __init__(self, sensor_grid):\n        self.sensor_id = sensor_grid.sensor_id\n        self.grid = sensor_grid\n        self.ax = None\n        self.im = None\n\n    def init_plot(self, ax):\n        self.ax = ax\n        vmin, vmax = self.grid.get_min_max()\n        self.im = ax.imshow(np.zeros((8, 8)), cmap='viridis', vmin=vmin, vmax=vmax)\n        ax.axis('off')\n\n    def update(self, frame_idx):\n        matrix = self.grid.get_matrix_at(frame_idx)\n        self.im.set_array(matrix)\n\n\nclass SensorAnimator:\n    def __init__(self, sensor_grids, layout, filename, max_frames=None):\n        self.layout = layout\n        self.sensor_grids = {grid.sensor_id: grid for grid in sensor_grids}\n        self.sensor_plots = {}\n        self.save_path = f\"/kaggle/working/{filename}\"\n        self.fig = None\n\n        # Determine frame count from any one grid\n        example_grid = next(iter(self.sensor_grids.values()))\n        self.frame_count = len(example_grid.frames) if max_frames is None else min(max_frames, len(example_grid.frames))\n\n    def _create_figure_and_axes(self):\n        self.fig = plt.figure(figsize=((self.layout.cols * 3)/2, (self.layout.rows * 3)/2))\n        gs = self.fig.add_gridspec(self.layout.rows, self.layout.cols)\n\n        for sid in self.layout.get_sensor_ids():\n            r, c = self.layout.get_position(sid)\n            ax = self.fig.add_subplot(gs[r, c])\n            plot = SensorPlot(self.sensor_grids[sid])\n            plot.init_plot(ax)\n            self.sensor_plots[sid] = plot\n\n        self.fig.suptitle(\"TOF[1-5] – sequence_counter = 0\")\n\n    def _update(self, frame_idx):\n        for sid, plot in self.sensor_plots.items():\n            plot.update(frame_idx)\n        self.fig.suptitle(f\"TOF[1-5] – frame {frame_idx}\")\n        return [plot.im for plot in self.sensor_plots.values()]\n\n    def animate(self, fps=10):\n        self._create_figure_and_axes()\n        ani = animation.FuncAnimation(\n            self.fig,\n            self._update,\n            frames=self.frame_count,\n            blit=False,\n            repeat=False\n        )\n        ani.save(self.save_path, writer='pillow', fps=fps)\n        plt.close()\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:41.277322Z","iopub.execute_input":"2025-06-09T03:43:41.277593Z","iopub.status.idle":"2025-06-09T03:43:41.291406Z","shell.execute_reply.started":"2025-06-09T03:43:41.277571Z","shell.execute_reply":"2025-06-09T03:43:41.290441Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"layout_spec = [\n    [None, 2,    None],\n    [None, 1,    None],\n    [5,    None, 3],\n    [None, 4,    None]\n]\nlayout = SensorLayout(layout_spec)\n\ngrids = [\n    SensorGrid(1, filtered_data),\n    SensorGrid(2, filtered_data),\n    SensorGrid(3, filtered_data),\n    SensorGrid(4, filtered_data),\n    SensorGrid(5, filtered_data)\n]\n\nworking_filename = \"as_provided.gif\"\n\nanimator = SensorAnimator(sensor_grids=grids, layout=layout, filename=working_filename)\nanimator.animate(fps=10)\n\nshow_gif_inline(f\"/kaggle/working/{working_filename}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:41.293668Z","iopub.execute_input":"2025-06-09T03:43:41.293942Z","iopub.status.idle":"2025-06-09T03:43:44.245581Z","shell.execute_reply.started":"2025-06-09T03:43:41.293918Z","shell.execute_reply":"2025-06-09T03:43:44.244475Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## Corrective Transformations (in theory)\n\nAs [💬discussed here](https://www.kaggle.com/competitions/cmi-detect-behavior-with-sensor-data/discussion/583452), the differences between the sensor documentation & dataset documentation suggest that the feeds may need to be flipped horizontally. \n\nBelow, I try this correction, and also rotate TOF3 and TOF5 anticlockwise based on the configuration shown in the image of the device.\n\n![image.png](attachment:e07219b8-f9af-4e9b-b421-465b4331c61f.png)","metadata":{},"attachments":{"e07219b8-f9af-4e9b-b421-465b4331c61f.png":{"image/png":"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"}}},{"cell_type":"code","source":"grids = [\n    SensorGrid(1, filtered_data),\n    SensorGrid(2, filtered_data),\n    SensorGrid(3, filtered_data),\n    SensorGrid(4, filtered_data),\n    SensorGrid(5, filtered_data)\n]\n\nfor grid in grids:\n    grid.flip_horizontal()\n\ngrids[2].rotate('left')\ngrids[4].rotate('left')\n\nworking_filename = \"flipped_horizontal_rotated.gif\"\n\nanimator = SensorAnimator(sensor_grids=grids, layout=layout, filename=working_filename)\nanimator.animate(fps=10)\n\nshow_gif_inline(f\"/kaggle/working/{working_filename}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:44.246888Z","iopub.execute_input":"2025-06-09T03:43:44.247258Z","iopub.status.idle":"2025-06-09T03:43:46.657098Z","shell.execute_reply.started":"2025-06-09T03:43:44.247229Z","shell.execute_reply":"2025-06-09T03:43:46.655655Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"## Opinionated Corrections\n\nI'm not convinced by the theoretical corrections (shown above), so I tried looking for other layouts that made sense.\n\nSo far, I like the following sensor positioning & reorientation setup the most:\n- Flip all sensors horizontally\n- Rotate TOF5 & TOF3 anti-clockwise\n- Flip all sensors vertically\n- Swap TOF5 & TOF3 in the layout\n\nI don't have an explanation for why this would be correct though, so I wouldn't commit to this yet.\n","metadata":{}},{"cell_type":"code","source":"layout_spec = [\n    [None, 2,    None],\n    [None, 1,    None],\n    [3,    None, 5],\n    [None, 4,    None]\n]\nlayout = SensorLayout(layout_spec)\n\ngrids = [\n    SensorGrid(1, filtered_data),\n    SensorGrid(2, filtered_data),\n    SensorGrid(3, filtered_data),\n    SensorGrid(4, filtered_data),\n    SensorGrid(5, filtered_data)\n]\n\nfor grid in grids:\n    grid.flip_horizontal()\n\ngrids[2].rotate('left')\ngrids[4].rotate('left')\n\nfor grid in grids:\n    grid.flip_vertical()\n\nworking_filename = \"flipped_horizontal_rotated_vertical.gif\"\n\nanimator = SensorAnimator(sensor_grids=grids, layout=layout, filename=working_filename)\nanimator.animate(fps=10)\n\nshow_gif_inline(f\"/kaggle/working/{working_filename}\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-06-09T03:43:46.658842Z","iopub.execute_input":"2025-06-09T03:43:46.659168Z","iopub.status.idle":"2025-06-09T03:43:49.269486Z","shell.execute_reply.started":"2025-06-09T03:43:46.659144Z","shell.execute_reply":"2025-06-09T03:43:49.26817Z"},"_kg_hide-input":true},"outputs":[],"execution_count":null}]}