{"id":12210,"date":"2024-03-14T15:22:45","date_gmt":"2024-03-14T15:22:45","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/"},"modified":"2025-08-04T22:48:34","modified_gmt":"2025-08-04T22:48:34","slug":"analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/","title":{"rendered":"Python Jump Jump Game Tutorial"},"content":{"rendered":"<p>The popular mobile game &#8220;Jump Jump&#8221; requires players to control a little character to continually jump by tapping the screen, with the distance of each jump determined by how long the screen is tapped.<\/p>\n<p>Below is a simple analysis of Python code implementation for the game &#8220;\u8df3\u4e00\u8df3&#8221; (Jump Jump).<\/p>\n<pre class=\"post-pre\"><code class=\"lang-python\">import cv2\r\nimport numpy as np\r\nimport time\r\nimport math\r\n\r\ndef jump(distance):\r\n    # \u8ba1\u7b97\u6309\u538b\u65f6\u95f4\uff0c\u6309\u538b\u65f6\u95f4\u4e0e\u8ddd\u79bb\u6210\u6b63\u6bd4\r\n    press_time = distance * 1.35\r\n    press_time = max(press_time, 200) # \u8bbe\u7f6e\u6700\u5c0f\u6309\u538b\u65f6\u95f4\u4e3a200ms\r\n\r\n    # \u968f\u673a\u751f\u6210\u6309\u538b\u70b9\r\n    press_point = (np.random.randint(200, 600), np.random.randint(800, 1000))\r\n\r\n    # \u4f7f\u7528ADB\u547d\u4ee4\u6a21\u62df\u6309\u538b\u64cd\u4f5c\r\n    cmd = 'adb shell input swipe {} {} {} {} {}'.format(press_point[0], press_point[1], press_point[0], press_point[1], int(press_time))\r\n    os.system(cmd)\r\n\r\ndef get_center(img):\r\n    # \u4f7f\u7528\u8fb9\u7f18\u68c0\u6d4b\u627e\u5230\u5c0f\u4eba\u7684\u4f4d\u7f6e\r\n    edges = cv2.Canny(img, 100, 200)\r\n    contours, _ = cv2.findContours(edges, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\r\n    for contour in contours:\r\n        area = cv2.contourArea(contour)\r\n        if area &gt; 1000:\r\n            x, y, w, h = cv2.boundingRect(contour)\r\n            center_x = x + w \/\/ 2\r\n            center_y = y + h \/\/ 2\r\n            return (center_x, center_y)\r\n    return None\r\n\r\n# \u521d\u59cb\u5316\u6444\u50cf\u5934\r\ncap = cv2.VideoCapture(0)\r\n\r\nwhile True:\r\n    # \u8bfb\u53d6\u5f53\u524d\u5e27\r\n    ret, frame = cap.read()\r\n\r\n    # \u5bf9\u5f53\u524d\u5e27\u8fdb\u884c\u5904\u7406\uff0c\u63d0\u53d6\u51fa\u5c0f\u4eba\u7684\u90e8\u5206\r\n    ymin, ymax, xmin, xmax = 300, 700, 100, 600\r\n    frame = frame[ymin:ymax, xmin:xmax]\r\n\r\n    # \u8f6c\u6362\u4e3a\u7070\u5ea6\u56fe\u50cf\r\n    gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\r\n\r\n    # \u83b7\u53d6\u5c0f\u4eba\u7684\u4f4d\u7f6e\r\n    center = get_center(gray)\r\n\r\n    if center is not None:\r\n        # \u8ba1\u7b97\u5c0f\u4eba\u8ddd\u79bb\u5e95\u90e8\u7684\u8ddd\u79bb\uff0c\u6839\u636e\u8ddd\u79bb\u8ba1\u7b97\u6309\u538b\u65f6\u95f4\r\n        distance = ymax - center[1]\r\n        jump(distance)\r\n\r\n    # \u663e\u793a\u5f53\u524d\u5e27\r\n    cv2.imshow(\"frame\", frame)\r\n\r\n    # \u6309q\u9000\u51fa\u5faa\u73af\r\n    if cv2.waitKey(1) &amp; 0xFF == ord('q'):\r\n        break\r\n\r\n# \u5173\u95ed\u6444\u50cf\u5934\u548c\u7a97\u53e3\r\ncap.release()\r\ncv2.destroyAllWindows()\r\n<\/code><\/pre>\n<p>Firstly import the necessary libraries, including cv2 for image processing, numpy for array operations, time for timing, and math for mathematical calculations.<\/p>\n<p>The jump function is used to simulate a touch operation, taking a distance parameter as input to calculate the duration of the touch, then using ADB commands to simulate the touch operation.<\/p>\n<p>The get_center function is used to locate the position of the person. It first detects the outline of the person using edge detection, then determines if it is a person based on the area of the outline, and finally calculates the coordinates of the person&#8217;s center point.<\/p>\n<p>In the main loop, first read the current frame, then process it to extract the portion with the little person. Next, convert the image to grayscale and use the get_center function to determine the position of the little person. If the little person is present, calculate the press time based on the distance from the person to the bottom, and call the jump function to simulate the pressing action. Finally, display the current frame and press the q key to exit the loop.<\/p>\n<p>Close the camera and window at the end of the code.<\/p>\n<p>It is important to note that this code is based on OpenCV and ADB commands, requiring the installation of OpenCV and ADB, as well as connecting an Android phone.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The popular mobile game &#8220;Jump Jump&#8221; requires players to control a little character to continually jump by tapping the screen, with the distance of each jump determined by how long the screen is tapped. Below is a simple analysis of Python code implementation for the game &#8220;\u8df3\u4e00\u8df3&#8221; (Jump Jump). import cv2 import numpy as np [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[15941,15943,15942,15940,15944],"class_list":["post-12210","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-jump-jump-game","tag-mobile-game-programming","tag-python-code-tutorial","tag-python-game-development","tag-python-game-implementation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Jump Jump Game Tutorial - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-\u8df3\u4e00\u8df3-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Jump Jump Game Tutorial\" \/>\n<meta property=\"og:description\" content=\"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-\u8df3\u4e00\u8df3-in-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-14T15:22:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-04T22:48:34+00:00\" \/>\n<meta name=\"author\" content=\"William Carter\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"William Carter\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/\"},\"author\":{\"name\":\"William Carter\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/f697031891aacefc4b681d139781d3c0\"},\"headline\":\"Python Jump Jump Game Tutorial\",\"datePublished\":\"2024-03-14T15:22:45+00:00\",\"dateModified\":\"2025-08-04T22:48:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/\"},\"wordCount\":280,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"keywords\":[\"Jump Jump Game\",\"Mobile Game Programming\",\"Python Code Tutorial\",\"Python Game Development\",\"Python Game Implementation\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/\",\"name\":\"Python Jump Jump Game Tutorial - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#website\"},\"datePublished\":\"2024-03-14T15:22:45+00:00\",\"dateModified\":\"2025-08-04T22:48:34+00:00\",\"description\":\"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.silicloud.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python Jump Jump Game Tutorial\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/blog\/\",\"name\":\"Silicon Cloud Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\",\"name\":\"Silicon Cloud Blog\",\"url\":\"https:\/\/www.silicloud.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png\",\"contentUrl\":\"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png\",\"width\":1024,\"height\":1024,\"caption\":\"Silicon Cloud Blog\"},\"image\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\",\"https:\/\/twitter.com\/SiliCloudGlobal\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/f697031891aacefc4b681d139781d3c0\",\"name\":\"William Carter\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/1786698071dd8d74bec894b512f9e3c610c3a2a32985f67e688976cee3c8bbef?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/1786698071dd8d74bec894b512f9e3c610c3a2a32985f67e688976cee3c8bbef?s=96&d=mm&r=g\",\"caption\":\"William Carter\"},\"url\":\"https:\/\/www.silicloud.com\/blog\/author\/williamcarter\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Python Jump Jump Game Tutorial - Blog - Silicon Cloud","description":"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-\u8df3\u4e00\u8df3-in-python\/","og_locale":"en_US","og_type":"article","og_title":"Python Jump Jump Game Tutorial","og_description":"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.","og_url":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-\u8df3\u4e00\u8df3-in-python\/","og_site_name":"Blog - Silicon Cloud","article_publisher":"https:\/\/www.facebook.com\/SiliCloudGlobal\/","article_published_time":"2024-03-14T15:22:45+00:00","article_modified_time":"2025-08-04T22:48:34+00:00","author":"William Carter","twitter_card":"summary_large_image","twitter_creator":"@SiliCloudGlobal","twitter_site":"@SiliCloudGlobal","twitter_misc":{"Written by":"William Carter","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#article","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/"},"author":{"name":"William Carter","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/f697031891aacefc4b681d139781d3c0"},"headline":"Python Jump Jump Game Tutorial","datePublished":"2024-03-14T15:22:45+00:00","dateModified":"2025-08-04T22:48:34+00:00","mainEntityOfPage":{"@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/"},"wordCount":280,"publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"keywords":["Jump Jump Game","Mobile Game Programming","Python Code Tutorial","Python Game Development","Python Game Implementation"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/","url":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/","name":"Python Jump Jump Game Tutorial - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/#website"},"datePublished":"2024-03-14T15:22:45+00:00","dateModified":"2025-08-04T22:48:34+00:00","description":"Learn to code the popular Jump Jump game in Python. Complete tutorial and code implementation explained.","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/blog\/analyzing-the-code-for-implementing-the-game-%e8%b7%b3%e4%b8%80%e8%b7%b3-in-python\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.silicloud.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Python Jump Jump Game Tutorial"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/blog\/#website","url":"https:\/\/www.silicloud.com\/blog\/","name":"Silicon Cloud Blog","description":"","publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.silicloud.com\/blog\/#organization","name":"Silicon Cloud Blog","url":"https:\/\/www.silicloud.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png","contentUrl":"https:\/\/www.silicloud.com\/blog\/wp-content\/uploads\/2023\/11\/EN-SILICON-Full.png","width":1024,"height":1024,"caption":"Silicon Cloud Blog"},"image":{"@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SiliCloudGlobal\/","https:\/\/twitter.com\/SiliCloudGlobal"]},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/f697031891aacefc4b681d139781d3c0","name":"William Carter","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/1786698071dd8d74bec894b512f9e3c610c3a2a32985f67e688976cee3c8bbef?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1786698071dd8d74bec894b512f9e3c610c3a2a32985f67e688976cee3c8bbef?s=96&d=mm&r=g","caption":"William Carter"},"url":"https:\/\/www.silicloud.com\/blog\/author\/williamcarter\/"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/12210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/comments?post=12210"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/12210\/revisions"}],"predecessor-version":[{"id":156010,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/posts\/12210\/revisions\/156010"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/media?parent=12210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/categories?post=12210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/blog\/wp-json\/wp\/v2\/tags?post=12210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}