From 8697bec3e9c78beb2c3c4d3f915551c85bcdcb39 Mon Sep 17 00:00:00 2001
From: Luis Quintanilla <46974588+luisquintanilla@users.noreply.github.com>
Date: Thu, 16 Apr 2020 02:01:42 -0400
Subject: [PATCH] Added front-matter for samples (#805)

---
 .../Controllers/ClassificationController.cs   |  2 +-
 .../Controllers/WeatherForecastController.cs  | 39 -------------------
 .../LandUseAPI/WeatherForecast.cs             | 15 -------
 .../README.md                                 | 16 ++++++++
 4 files changed, 17 insertions(+), 55 deletions(-)
 delete mode 100644 samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/WeatherForecastController.cs
 delete mode 100644 samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/WeatherForecast.cs

diff --git a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/ClassificationController.cs b/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/ClassificationController.cs
index ce0197ca3..7e8050c17 100644
--- a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/ClassificationController.cs
+++ b/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/ClassificationController.cs
@@ -40,7 +40,7 @@ public async Task<string> ClassifyImage([FromBody] Dictionary<string, string> in
 
             lock (_predictionEngineLock)
             {
-                // Use Prediction to classify image
+                // Use PredictionEngine to classify image
                 ModelOutput output = _predictionEngine.Predict(new ModelInput { ImageSource = imagePath });
                 prediction = output.Prediction;
             }
diff --git a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/WeatherForecastController.cs b/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/WeatherForecastController.cs
deleted file mode 100644
index 9cd3db934..000000000
--- a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/Controllers/WeatherForecastController.cs
+++ /dev/null
@@ -1,39 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Threading.Tasks;
-using Microsoft.AspNetCore.Mvc;
-using Microsoft.Extensions.Logging;
-
-namespace LandUseAPI.Controllers
-{
-    [ApiController]
-    [Route("[controller]")]
-    public class WeatherForecastController : ControllerBase
-    {
-        private static readonly string[] Summaries = new[]
-        {
-            "Freezing", "Bracing", "Chilly", "Cool", "Mild", "Warm", "Balmy", "Hot", "Sweltering", "Scorching"
-        };
-
-        private readonly ILogger<WeatherForecastController> _logger;
-
-        public WeatherForecastController(ILogger<WeatherForecastController> logger)
-        {
-            _logger = logger;
-        }
-
-        [HttpGet]
-        public IEnumerable<WeatherForecast> Get()
-        {
-            var rng = new Random();
-            return Enumerable.Range(1, 5).Select(index => new WeatherForecast
-            {
-                Date = DateTime.Now.AddDays(index),
-                TemperatureC = rng.Next(-20, 55),
-                Summary = Summaries[rng.Next(Summaries.Length)]
-            })
-            .ToArray();
-        }
-    }
-}
diff --git a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/WeatherForecast.cs b/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/WeatherForecast.cs
deleted file mode 100644
index 74ba244c3..000000000
--- a/samples/modelbuilder/ImageClassification_Azure_LandUse/LandUseAPI/WeatherForecast.cs
+++ /dev/null
@@ -1,15 +0,0 @@
-using System;
-
-namespace LandUseAPI
-{
-    public class WeatherForecast
-    {
-        public DateTime Date { get; set; }
-
-        public int TemperatureC { get; set; }
-
-        public int TemperatureF => 32 + (int)(TemperatureC / 0.5556);
-
-        public string Summary { get; set; }
-    }
-}
diff --git a/samples/modelbuilder/ImageClassification_Azure_LandUse/README.md b/samples/modelbuilder/ImageClassification_Azure_LandUse/README.md
index 3b909ed3c..36eb31d52 100644
--- a/samples/modelbuilder/ImageClassification_Azure_LandUse/README.md
+++ b/samples/modelbuilder/ImageClassification_Azure_LandUse/README.md
@@ -1,3 +1,19 @@
+---
+page_type: sample
+name: "Train a deep learning image classification model in Azure with ML.NET Model Builder"
+description: "Use ML.NET Model Builder to train a deep learning image classification model in Azure"
+urlFragment: "mlnet-image-classification-azure-model-builder"
+languages:
+- csharp
+products:
+- dotnet
+- dotnet-core
+- aspnet-core
+- vs
+- windows
+- windows-uwp
+---
+
 # Image Classification in Azure with Model Builder
 
 | ML.NET version | Status                        | App Type    | Data type | Scenario            | ML Task                   | Algorithms                  |