{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# AWS DeepRacer Track Obstacle Configuration\n", "\n", "This notebook walks through how you can configure the obstacles on the track\n", "\n", "\n", "1. Place the obstacles on the track\n", "2. Visualize the obstacles on the track\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from IPython.display import Markdown\n", "from markdown_helper import generate_s3_write_permission_for_sagemaker_role\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: shapely in /home/ec2-user/anaconda3/envs/tensorflow_p36/lib/python3.6/site-packages (1.7.0)\r\n" ] } ], "source": [ "!pip install shapely" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#Shapely Library\n", "from shapely.geometry import Point, Polygon\n", "from shapely.geometry.polygon import LinearRing, LineString" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Specify the track name\n", "Remember to upload the corresponding tracks .npy file into ./tracks/ folder.\n", "The file name should match the ```TRACK_NAME```" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "TRACK_NAME = \"Spain_track\"" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def get_track_waypoints(track_name):\n", " return np.load(\"tracks/%s.npy\" % track_name)\n", "\n", "waypoints = get_track_waypoints(TRACK_NAME) ### Spain_track\n", "\n", "center_line_waypoint = waypoints[:,0:2] \n", "inner_border_waypoint = waypoints[:,2:4]\n", "outer_border_waypoint = waypoints[:,4:6]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def plot_points(ax, points, annoted_text=None):\n", " ax.scatter(points[:-1,0], points[:-1,1], s=1)\n", " if not annoted_text:\n", " annoted_text = np.arange(0, len(points))\n", " for i,p in zip(annoted_text, points):\n", " ax.annotate(i, (p[0], p[1]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## This gives an idea of how the track looks like and start position\n", "The below graphs shows the waypoint numbers for the center, inner and outter lane. Zero specifies the start of the track. The increasing order specify in which direction the race is starting (clockwise or anti-clockwise).\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the results\n", "fig, ax = plt.subplots(figsize=(20,10))\n", "normalized_center_line_text = [\".\"+str(round(i/len(center_line_waypoint), 2)).split(\".\")[1] \\\n", " for i in range(0, len(center_line_waypoint))]\n", "plot_points(ax, center_line_waypoint, annoted_text=normalized_center_line_text)\n", "plot_points(ax, inner_border_waypoint)\n", "plot_points(ax, outer_border_waypoint)\n", "ax.axis('equal')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from enum import Enum, unique\n", " \n", "class TrackLine(object):\n", " def __init__(self, line):\n", " self.line = line\n", " self.ndists = [self.line.project(Point(p), normalized=True)\n", " for p in self.line.coords[:-1]] + [1.0]\n", "\n", " def __getattr__(self, name):\n", " return getattr(self.line, name)\n", "\n", " def interpolate_pose(self, distance, normalized=False):\n", " position = self.interpolate(distance, normalized)\n", " return (position.x, position.y)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "inner_border_polygon = TrackLine(LinearRing(inner_border_waypoint))\n", "center_line_polygon = TrackLine(LinearRing(center_line_waypoint))\n", "outer_border_polygon = TrackLine(LinearRing(outer_border_waypoint))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def get_obstacle_xy_points(object_positions):\n", " inner_lane = TrackLine(LinearRing((inner_border_waypoint + center_line_waypoint)/2))\n", " outer_lane = TrackLine(LinearRing((outer_border_waypoint + center_line_waypoint)/2))\n", " lane_choices = (inner_lane, outer_lane)\n", "\n", " obstacle_points = []\n", "\n", " for object_location in object_positions:\n", " # index 0 is obstacle_ndist and index 1 is obstacle_lane\n", " obstacle_dist = object_location[0] * center_line_polygon.length\n", " # Inner lane is 1, outer lane is -1. If True, use outer lane\n", " obstacle_lane = lane_choices[object_location[1] == -1]\n", " x, y = obstacle_lane.interpolate_pose(obstacle_lane.project(center_line_polygon.interpolate(obstacle_dist)))\n", " obstacle_points.append([x, y])\n", " return obstacle_points\n", "\n", "def get_start_xy_points():\n", " start_x, start_y = center_line_polygon.interpolate_pose(\n", " center_line_polygon.project(center_line_polygon.interpolate(0)))\n", " return (start_x, start_y)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Specify the object position\n", "\n", "### Example for specifying the object position\n", "\n", "```\n", "OBJECT_POSITIONS = [\n", " [0.12, -1]\n", " ,[0.26, 1]\n", " ,[0.41, -1]\n", " ,[0.58, +1]\n", " ,[0.68, -1]\n", " ,[0.95, +1]\n", "]\n", "```\n", "\n", "Here each row represents one object location. \n", "\n", "* The first value represents the distance from the start of the track. This value is between 0.0 to 1.0. You can think of it as a percentage. If its 0.5, then the object is placed at 50% distance from the start of the track.\n", "\n", "* The second value represents whether the object is to kept in the inner lane or the outter lane.\n", " * -1 represents outter lane\n", " * +1 represents inner lane\n", "\n", "* The red color 'X' represents the object location on the track\n", "\n", "* The green color 'o' represents the start location of the track. The direction can be found from the way points increasing order.\n", "\n", "![Obstacle location image](./ObstacleLocation.png)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "OBJECT_POSITIONS = [\n", " [0.12, -1]\n", " ,[0.26, 1]\n", " ,[0.41, -1]\n", " ,[0.58, +1]\n", " ,[0.68, -1]\n", " ,[0.95, +1]\n", "]" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_inner, y_inner = inner_border_polygon.xy\n", "x_center, y_center = center_line_polygon.xy\n", "x_outer, y_outer = outer_border_polygon.xy\n", "\n", "fig, ax = plt.subplots(figsize=(20,10))\n", "plt.plot(x_inner, y_inner)\n", "plt.plot(x_center, y_center)\n", "plt.plot(x_outer, y_outer)\n", "for x, y in get_obstacle_xy_points(OBJECT_POSITIONS):\n", " plt.plot(x, y, color='red', marker='X', linewidth=2, markersize=12)\n", "start_x, start_y = get_start_xy_points()\n", "plt.plot(start_x, start_y, color='green', marker='o', linewidth=2, markersize=12)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(20,10))\n", "normalized_center_line_text = [\".\"+str(round(i/len(center_line_waypoint), 2)).split(\".\")[1] for i in range(0, len(center_line_waypoint))]\n", "plot_points(ax, center_line_waypoint, annoted_text=normalized_center_line_text)\n", "plot_points(ax, inner_border_waypoint)\n", "plot_points(ax, outer_border_waypoint)\n", "for x, y in get_obstacle_xy_points(OBJECT_POSITIONS):\n", " plt.plot(x, y, color='red', marker='X', linewidth=2, markersize=12)\n", "start_x, start_y = get_start_xy_points()\n", "plt.plot(start_x, start_y, color='green', marker='o', linewidth=2, markersize=12)\n", "ax.axis('equal')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "conda_tensorflow_p36", "language": "python", "name": "conda_tensorflow_p36" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }