{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "t4DuDg3XhwXM" }, "source": [ "# Bento Activity Recognition Tutorial:\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "BvnScnSdhy-9" }, "source": [ "This notebook has been designed for the bento activity challenge recognition competition with the the aim of providing the basic knowledge of Human Activity Recognition by MOCAP.\n", "\n", "It has been made by Nazmun Nahid." ] }, { "cell_type": "markdown", "metadata": { "id": "iJ-q74CEiTnZ" }, "source": [ "# Library import:\n", "Here we are going to use pandas(https://pandas.pydata.org/docs/user_guide/index.html), numpy(https://numpy.org/devdocs/user/whatisnumpy.html) and matplotlib(https://matplotlib.org/stable/contents.html).\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "executionInfo": { "elapsed": 1307, "status": "ok", "timestamp": 1621450987280, "user": { "displayName": "Nazmun Nahid", "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14Ghrnea2_O5NiQZJ88lhz--JDoOWobpVTQTwez-p=s64", "userId": "07639398700952565800" }, "user_tz": -540 }, "id": "LlcNdhyQkMbd" }, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "%matplotlib inline \n", "import matplotlib.pyplot as plt\n", "plt.rcParams[\"figure.figsize\"] = (19,15) " ] }, { "cell_type": "markdown", "metadata": { "id": "DiTbjzGNnwbO" }, "source": [ "# Read Data:\n", "First, we have to load the data in the data frame." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "executionInfo": { "elapsed": 4958, "status": "ok", "timestamp": 1621451061149, "user": { "displayName": "Nazmun Nahid", "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14Ghrnea2_O5NiQZJ88lhz--JDoOWobpVTQTwez-p=s64", "userId": "07639398700952565800" }, "user_tz": -540 }, "id": "QEEgrshNhrjd" }, "outputs": [], "source": [ "df=pd.read_csv('/content/drive/MyDrive/Tutorial/Tutorial.csv')" ] }, { "cell_type": "markdown", "metadata": { "id": "OxDqnA7Qp9SG" }, "source": [ "Now let's check what information the data contains!" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 224 }, "executionInfo": { "elapsed": 714, "status": "ok", "timestamp": 1620824351071, "user": { "displayName": "Nazmun Nahid", "photoUrl": "https://lh3.googleusercontent.com/a-/AOh14Ghrnea2_O5NiQZJ88lhz--JDoOWobpVTQTwez-p=s64", "userId": "07639398700952565800" }, "user_tz": -540 }, "id": "ZbSvdtllqC2N", "outputId": "d19f4a62-0992-4115-f434-dcde711b94d3" }, "outputs": [ { "data": { "text/html": [ "
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