Created
September 7, 2017 10:21
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private async Task GetEmotion(string imageUri) | |
{ | |
var client = new HttpClient(); | |
var queryString = HttpUtility.ParseQueryString(string.Empty); | |
// Request headers | |
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", "Your_key_Bing_Emotion_API"); | |
// Request parameters | |
var uri = "https://westus.api.cognitive.microsoft.com/emotion/v1.0/recognize?" + queryString; | |
EmotionRequest request = new EmotionRequest(); | |
request.url = imageUri; | |
byte[] byteData = Encoding.UTF8.GetBytes(JsonConvert.SerializeObject(request)); | |
using (var content = new ByteArrayContent(byteData)) | |
{ | |
content.Headers.ContentType = new MediaTypeHeaderValue("application/json"); | |
var response = await client.PostAsync(uri, content); | |
var json = await response.Content.ReadAsStringAsync(); | |
if (response.IsSuccessStatusCode) | |
{ | |
List<EmotionResponse> emotionResponse = | |
JsonConvert.DeserializeObject<List<EmotionResponse>>(json); | |
if (emotionResponse != null && emotionResponse.Count > 0) | |
{ | |
var scores = emotionResponse[0].scores; | |
Dictionary<string, double> dScores = new Dictionary<string, double>(); | |
dScores.Add("anger", scores.anger); | |
dScores.Add("contempt", scores.contempt); | |
dScores.Add("disgust", scores.disgust); | |
dScores.Add("fear", scores.fear); | |
dScores.Add("happiness", scores.happiness); | |
dScores.Add("neutral", scores.neutral); | |
dScores.Add("sadness", scores.sadness); | |
dScores.Add("surprise", scores.surprise); | |
var highestScore = dScores.Values.OrderByDescending(score => score).First(); | |
//probably a more elegant way to do this. | |
var highestEmotion = dScores.Keys.First(key => dScores[key] == highestScore); | |
await Application.Current.Dispatcher.BeginInvoke( | |
DispatcherPriority.Normal, | |
new Action( | |
() => | |
{ | |
this.MySpeechSentiment.Text = $"Emotion: {highestEmotion},"; | |
this.MySpeechSentimentConfidence.Text = | |
$"confidence: {Convert.ToInt16(highestScore * 100)}%"; | |
})); | |
} | |
else | |
{ | |
this.MySpeechSentiment.Text = $"I'm not able to get the emotion, sorry."; | |
} | |
} | |
else | |
{ | |
await Application.Current.Dispatcher.BeginInvoke( | |
DispatcherPriority.Normal, | |
new Action(() => { this.MySpeechSentiment.Text = "Could not get emotion from this image"; | |
})); | |
} | |
} | |
} |
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