{"id":4637,"date":"2023-08-25T10:54:11","date_gmt":"2023-08-25T02:54:11","guid":{"rendered":"https:\/\/www.zhidianwl.net\/zhidianwl\/?p=4637"},"modified":"2023-08-25T10:54:11","modified_gmt":"2023-08-25T02:54:11","slug":"%e8%8b%b9%e6%9e%9c%e4%b8%8a%e6%9e%b6tf%e6%95%99%e7%a8%8b%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"https:\/\/www.zhidianwl.net\/zhidianwl\/2023\/08\/25\/%e8%8b%b9%e6%9e%9c%e4%b8%8a%e6%9e%b6tf%e6%95%99%e7%a8%8b%e4%bb%8b%e7%bb%8d\/","title":{"rendered":"\u82f9\u679c\u4e0a\u67b6tf\u6559\u7a0b\u4ecb\u7ecd"},"content":{"rendered":"

\u5728\u82f9\u679c\u5e94\u7528\u5546\u5e97\u4e0a\u67b6TensorFlow\u6a21\u578b\u9700\u8981\u7ecf\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n

1.\u51c6\u5907\u5de5\u4f5c<\/p>\n

\u5728\u5f00\u59cb\u524d\uff0c\u9700\u8981\u5b89\u88c5Xcode\u548cTensorFlow\u3002Xcode\u53ef\u4ee5\u4eceApp Store\u4e0b\u8f7d\uff0c\u800cTensorFlow\u53ef\u4ee5\u901a\u8fc7pip\u547d\u4ee4\u884c\u82f9\u679capp\u6253\u5305\u65e0\u9700\u4e0a\u67b6<\/a>\u5b89\u88c5\u3002<\/p>\n

2.\u521b\u5efa\u5e94\u7528\u7a0b\u5e8f<\/p>\n

\u5728Xcode\u4e2d\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u9879\u76ee\u3002\u9009\u62e9Single View Application\u6a21\u677f\uff0c\u586b\u5199\u5e94\u7528\u7a0b\u5e8f\u7684\u540d\u79f0\u548c\u7ec4\u7ec7\u6807\u8bc6\u7b26\u3002\u5728\u521b\u5efa\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u9700\u8981\u9009\u62e9Swift\u8bed\u8a00\u4f5c\u4e3a\u5f00\u53d1\u8bed\u8a00\u3002<\/p>\n

3.\u5bfc\u5165TensorFlow\u6846\u67b6<\/p>\n

\u5c06TensorFlow\u6846\u67b6\u5bfc\u5165\u5230Xcode\u9879\u76ee\u4e2d\u3002\u5728\u9879\u76ee\u5bfc\u822a\u5668\u4e2d\u9009\u62e9\u5e94\u7528\u7a0b\u5e8f\u7684\u6839\u76ee\u5f55\uff0c\u7136\u540e\u5355\u51fb\u201cBuild Phases\u201d\u9009\u9879\u5361\u3002\u5728\u201cLink Binary<\/p>\n

<\/figure>\n<\/p>\n

With Libraries\u201d\u90e8\u5206\u5355\u51fb\u201c+\u201d\u6309\u94ae\uff0c\u9009\u62e9\u201cAdd Other\u201d\u9009\u9879\uff0c\u7136\u540e\u5bfc\u822a\u5230TensorFlow\u6846\u67b6\u6240\u5728\u7684\u76ee\u5f55\u3002\u9009\u62e9TensorFlow.framework\u5e76\u5355\u51fb\u201cAdd\u201d\u6309\u94ae\u3002<\/p>\n

4.\u7f16\u5199\u4ee3\u7801<\/p>\n

\u6253\u5f00ViewController.swift\u6587\u4ef6\uff0c\u6dfb\u52a0\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/p>\n

“`<\/p>\n

import UIKit<\/p>\n

import TensorFlow<\/p>\n

class ViewController: UIViewController {<\/p>\n

override func viewDidLoad() {<\/p>\n

super.viewDidLoad()<\/p>\n<\/p>\n

\/\/ \u52a0\u8f7dTensorFlow\u6a21\u578b<\/p>\n

let model = try! TensorFlow.Model(<\/p>\n

contentsOf: Bundle.main.url(forResource: “model”, withExtension: “pb”)!<\/p>\n

)<\/p>\n<\/p>\n

\/\/ \u8fd0\u884cTensorFlow\u6a21\u578b<\/p>\n

let result = try! model.prediction(input: \/* \u8f93\u5165\u6570\u636e *\/)<\/p>\n<\/p>\n

\/\/ \u5904\u7406TensorFlow\u6a21\u578b\u7684\u8f93\u51fa\u7ed3\u679c<\/p>\n

\/* \u5904\u7406\u4ee3\u7801 *\/<\/p>\n

}<\/p>\n

}<\/p>\n

“`<\/p>\n

\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5bfc\u5165UIKit\u548cTensorFlow\u6846\u67b6\u3002\u7136\u540e\uff0c\u5728viewDidLoad\u65b9\u6cd5\u4e2d\u52a0\u8f7dTensorFlow\u6a21\u578b\uff0c\u8fd0\u884c\u6a21\u578b\u5e76\u5904\u7406\u8f93\u51fa\u7ed3\u679c\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u5047\u8bbe\u6211\u4eec\u5df2\u7ecf\u6709\u4e86\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684TensorFlow\u6a21\u578b\uff0c\u5e76\u4e14\u77e5\u9053\u5982\u4f55\u5c06\u8f93\u5165\u6570\u636e\u4f20\u9012\u7ed9\u5b83\u3002<\/p>\n

5.\u6253\u5305\u5e94\u7528\u7a0b\u5e8f<\/p>\n

\u5728Xcode\u4e2d\uff0c\u9009\u62e9Produc\u4e2a\u4ebaapp\u4e0a\u67b6\u6d41\u7a0b<\/a>t -> Archive\u83dc\u5355\uff0c\u5c06\u5e94\u7528\u7a0b\u5e8f\u6253\u5305\u6210\u4e00\u4e2a.ipa\u6587\u4ef6\u3002\u7136\u540e\uff0c\u4f7f\u7528Xcode Organizer\u5c06.ipa\u6587\u4ef6\u4e0a\u4f20\u5230App Store Connect\u3002<\/p>\n

6.\u63d0\u4ea4\u5e94\u7528\u7a0b\u5e8f<\/p>\n

\u5728App Store Connect\u4e2d\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u586b\u5199\u5e94\u7528\u7a0b\u5e8f\u7684\u540d\u79f0\u3001\u63cf\u8ff0\u3001\u5173\u952e\u8bcd\u548c\u622a\u56fe\u3002\u7136\u540e\uff0c\u4e0a\u4f20.ipa\u6587\u4ef6\u5e76\u5c06\u5e94\u7528\u7a0b\u5e8f\u63d0\u4ea4\u5230\u5ba1\u6838\u3002<\/p>\n

7.\u5ba1\u6838\u5e94\u7528\u7a0b\u5e8f<\/p>\n

\u5728\u5ba1\u6838\u8fc7\u7a0b\u4e2d\uff0c\u82f9\u679c\u7684\u5ba1\u6838\u56e2\u961f\u5c06\u68c0\u67e5\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u7b26\u5408\u82f9\u679c\u7684\u89c4\u5b9a\u3002\u5982\u679c\u5e94\u7528\u7a0b\u5e8f\u901a\u8fc7\u5ba1\u6838\uff0c\u5b83\u5c06\u5728\u82f9\u679c\u5e94\u7528\u5546\u5e97\u4e0a\u67b6\u3002\u5982\u679c\u5e94\u7528\u7a0b\u5e8f\u672a\u901a\u8fc7\u5ba1\u6838\uff0c\u60a8\u9700\u8981\u6839\u636e\u5ba1\u6838\u56e2\u961f\u7684\u53cd\u9988\u4fee\u6539\u5e94\u7528\u7a0b\u5e8f\u5e76\u91cd\u65b0\u63d0\u4ea4\u5ba1\u6838\u3002<\/p>\n

\u603b\u7ed3<\/p>\n

\u5728\u82f9\u679c\u5e94\u7528\u5546\u5e97\u4e0a\u67b6TensorFlow\u6a21\u578b\u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u548c\u7ecf\u9a8c\u3002\u4f46\u662f\uff0c\u5982\u679c\u60a8\u9075\u5faa\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u60a8\u5c06\u80fd\u591f\u6210\u529f\u5730\u5c06TensorFlow\u6a21\u578b\u96c6\u6210\u5230\u60a8\u7684iOS\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5e76\u5c06\u5176\u4e0a\u67b6\u5230\u82f9\u679c\u5e94\u7528\u5546\u5e97\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5728\u82f9\u679c\u5e94\u7528\u5546\u5e97\u4e0a\u67b6TensorFlow\u6a21\u578b\u9700\u8981\u7ecf\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\uff1a1.\u51c6\u5907\u5de5\u4f5c\u5728\u5f00\u59cb\u524d\uff0c\u9700\u8981\u5b89\u88c5Xcode\u548cTensorFlow\u3002Xcode\u53ef\u4ee5\u4eceApp Store\u4e0b\u8f7d\uff0c\u800cTensorFlow\u53ef\u4ee5\u901a\u8fc7pi<\/p>\n","protected":false},"author":21,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[8850,8849,116,6509,205],"topic":[],"class_list":["post-4637","post","type-post","status-publish","format-standard","hentry","category-appsjsd","tag-iosapp","tag-app","tag-116","tag-6509","tag-205"],"_links":{"self":[{"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/posts\/4637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/comments?post=4637"}],"version-history":[{"count":0,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/posts\/4637\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/media?parent=4637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/categories?post=4637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/tags?post=4637"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.zhidianwl.net\/zhidianwl\/wp-json\/wp\/v2\/topic?post=4637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}