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微软牛津计划,最近出现了一大批图像处理和识别的API,闲来无事研究了下,跟大家分享下心得
API portal地址:https://www.projectoxford.ai/doc/vision/visual-features
1.首先注册一个订阅号Subscription Management:https://www.projectoxford.ai/doc/general/subscription-key-mgmt
2. 创建一个C#的project, 添加code,
3. 将program.cs的code用下面code替换
using System; using System.Text; using System.Web; using System.IO; using System.Net; using System.Drawing; namespace MyVisionRESTApi { class Program { public static string subscriptionKey = @"Your Subscription key"; public static string imageUrl = @"{‘Url‘:‘http://www.ytravelblog.com/wp-content/uploads/2010/10/Vastness-of-the-Salar-de-Uyuni1.jpg‘}"; public static string localpath = @"C:\Vastness-of-the-Salar-de-Uyuni1.jpg"; public static string thumbnailSavePath = @"C:\Vision\"; static void Main(string[] args) { // Image Uri AnalyzeAnImage(imageUrl, null); GenerateThumbnail(imageUrl, null); OCRApi(imageUrl, null); Console.ReadLine(); // local Image AnalyzeAnImage(null, localpath); GenerateThumbnail(null, localpath); OCRApi(null, localpath); Console.ReadLine(); } public static void AnalyzeAnImage(string imageUrl, string localPath) { var queryString = HttpUtility.ParseQueryString(string.Empty); // Specify values for optional parameters, as needed queryString["visualFeatures"] = "All"; // Specify your subscription key queryString["subscription-key"] = subscriptionKey; // Specify values for path parameters (shown as {...}) var uri = "https://api.projectoxford.ai/vision/v1/analyses?" + queryString; HttpWebRequest request = (HttpWebRequest)WebRequest.Create(uri); request.Method = "POST"; // Specify request body if (imageUrl != null) { byte[] byteData = Encoding.UTF8.GetBytes(imageUrl); request.ContentType = @"application/json"; request.ContentLength = byteData.Length; var responseString = ""; using (var stream = request.GetRequestStream()) { stream.Write(byteData, 0, byteData.Length); } var response = (HttpWebResponse)request.GetResponse(); responseString = new StreamReader(response.GetResponseStream()).ReadToEnd(); Console.WriteLine(responseString); } if (localPath != null) { request.ContentType = "application/octet-stream"; byte[] img = File.ReadAllBytes(localpath); request.ContentLength = img.Length; var responseString = ""; using (var stream = request.GetRequestStream()) { stream.Write(img, 0, img.Length); } var response = (HttpWebResponse)request.GetResponse(); responseString = new StreamReader(response.GetResponseStream()).ReadToEnd(); Console.WriteLine(responseString); } } public static void OCRApi(string imageUrl, string localPath) { var queryString = HttpUtility.ParseQueryString(string.Empty); // Specify values for optional parameters, as needed queryString["language"] = "en"; queryString["detectOrientation "] = "true"; // Specify your subscription key queryString["subscription-key"] = subscriptionKey; // Specify values for path parameters (shown as {...}) var uri = "https://api.projectoxford.ai/vision/v1/ocr?" + queryString; HttpWebRequest request = (HttpWebRequest)WebRequest.Create(uri); request.Method = "POST"; // Specify request body if (imageUrl != null) { byte[] byteData = Encoding.UTF8.GetBytes(imageUrl); request.ContentType = @"application/json"; request.ContentLength = byteData.Length; var responseString = ""; using (var stream = request.GetRequestStream()) { stream.Write(byteData, 0, byteData.Length); } var response = (HttpWebResponse)request.GetResponse(); responseString = new StreamReader(response.GetResponseStream()).ReadToEnd(); Console.WriteLine(responseString); } if (localPath != null) { request.ContentType = "application/octet-stream"; byte[] img = File.ReadAllBytes(localpath); request.ContentLength = img.Length; var responseString = ""; using (var stream = request.GetRequestStream()) { stream.Write(img, 0, img.Length); } var response = (HttpWebResponse)request.GetResponse(); responseString = new StreamReader(response.GetResponseStream()).ReadToEnd(); Console.WriteLine(responseString); } } public static void GenerateThumbnail(string imageUrl, string localPath) { var queryString = HttpUtility.ParseQueryString(string.Empty); // Specify values for the following required parameters queryString["width"] = "50"; queryString["height"] = "60"; // Specify values for optional parameters, as needed queryString["smartCropping"] = "true"; // Specify your subscription key queryString["subscription-key"] = subscriptionKey; // Specify values for path parameters (shown as {...}) var uri = "https://api.projectoxford.ai/vision/v1/thumbnails?" + queryString; HttpWebRequest request = (HttpWebRequest)WebRequest.Create(uri); request.Method = "POST"; // Specify request body if (imageUrl != null) { byte[] byteData = Encoding.UTF8.GetBytes(imageUrl); request.ContentType = @"application/json"; request.ContentLength = byteData.Length; using (var stream = request.GetRequestStream()) { stream.Write(byteData, 0, byteData.Length); } var response = (HttpWebResponse)request.GetResponse(); Image image = Image.FromStream(response.GetResponseStream()); image.Save(thumbnailSavePath + Guid.NewGuid().ToString() + @".jpg"); Console.WriteLine("Thumbnail Width: {0}", image.Width); Console.WriteLine("Thumbnail Height: {0}", image.Height); Console.WriteLine("Thumbnail path: {0}", thumbnailSavePath + Guid.NewGuid().ToString() + @".jpg"); } if (localPath != null) { request.ContentType = "application/octet-stream"; byte[] img = File.ReadAllBytes(localpath); request.ContentLength = img.Length; using (var stream = request.GetRequestStream()) { stream.Write(img, 0, img.Length); } var response = (HttpWebResponse)request.GetResponse(); Image image = Image.FromStream(response.GetResponseStream()); image.Save(thumbnailSavePath + Guid.NewGuid().ToString() + @".jpg"); Console.WriteLine("Thumbnail Width: {0}", image.Width); Console.WriteLine("Thumbnail Height: {0}", image.Height); Console.WriteLine("Thumbnail path: {0}", thumbnailSavePath + Guid.NewGuid().ToString() + @".jpg"); } } } }
4.运行下,呵呵
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原文地址:http://www.cnblogs.com/yanmantianxia/p/VisionRESTAPI.html