Upgrade to NatML 1.1

Author: lanreolokoba

Assembly-CSharp.csproj

@@ -1,6 +1,6 @@
 /*
 *   Meet
-*   Copyright (c) 2022 NatML Inc. All Rights Reserved.
+*   Copyright © 2023 NatML Inc. All Rights Reserved.
 */
 
 namespace NatML.Examples {
@@ -19,20 +19,17 @@ public class MeetSample : MonoBehaviour {
         public RawImage rawImage;
         public AspectRatioFitter aspectFitter;
 
-        private MLModel model;
+        private MLEdgeModel model;
         private MeetPredictor predictor;
         private RenderTexture matteTexture;
 
         private async void Start () {
-            Debug.Log("Fetching model from NatML...");
-            // Fetch the model data from NatML Hub
-            var modelData = await MLModelData.FromHub("@natml/meet");
-            // Create the edge model
-            model = new MLEdgeModel(modelData);
+            // Create the model
+            model = await MLEdgeModel.Create("@natml/meet");
             // Create the Meet predictor
             predictor = new MeetPredictor(model);
             // Listen for camera frames
-            cameraManager.OnFrame.AddListener(OnCameraFrame);
+            cameraManager.OnCameraFrame.AddListener(OnCameraFrame);
         }
 
         private void OnCameraFrame (CameraFrame frame) {
@@ -46,6 +43,11 @@ private void OnCameraFrame (CameraFrame frame) {
             aspectFitter.aspectRatio = (float)matteTexture.width / matteTexture.height;   
         }
 
-        private void OnDisable () => model?.Dispose(); // Dispose model
+        private void OnDisable () {
+            // Stop listening for camera frames
+            cameraManager.OnCameraFrame.RemoveListener(OnCameraFrame);
+            // Dispose model
+            model?.Dispose();
+        }
     }
 }

Assets/MeetSample.cs

@@ -38,7 +38,7 @@ RenderSettings:
   m_ReflectionIntensity: 1
   m_CustomReflection: {fileID: 0}
   m_Sun: {fileID: 705507994}
-  m_IndirectSpecularColor: {r: 0.44657838, g: 0.49641234, b: 0.57481676, a: 1}
+  m_IndirectSpecularColor: {r: 0.4440765, g: 0.49331635, b: 0.57239074, a: 1}
   m_UseRadianceAmbientProbe: 0
 --- !u!157 &3
 LightmapSettings:
@@ -379,11 +379,11 @@ MonoBehaviour:
   m_Name: 
   m_EditorClassIdentifier: 
   resolution: 3
-  capabilities: 1
+  capabilities: 2
   playOnAwake: 1
   focusMode: 0
   exposureMode: 0
-  OnFrame:
+  OnCameraFrame:
     m_PersistentCalls:
       m_Calls: []
 --- !u!1 &963194225
@@ -588,6 +588,7 @@ MonoBehaviour:
   m_Script: {fileID: 11500000, guid: 4f231c4fb786f3946a6b90b886c48677, type: 3}
   m_Name: 
   m_EditorClassIdentifier: 
+  m_SendPointerHoverToParent: 1
   m_HorizontalAxis: Horizontal
   m_VerticalAxis: Vertical
   m_SubmitButton: Submit

Assets/MeetSample.unity

@@ -1,3 +1,6 @@
+## 1.0.4
++ Upgraded to NatML 1.1.
+
 ## 1.0.3
 + Fixed incorrect prediction results on WebGL.
 + Upgraded to NatML 1.0.18.

Packages/ai.natml.vision.meet/Changelog.md

@@ -13,26 +13,25 @@ Add the following items to your Unity project's `Packages/manifest.json`:
     }
   ],
   "dependencies": {
-    "ai.natml.vision.meet": "1.0.3"
+    "ai.natml.vision.meet": "1.0.4"
   }
 }
 ```
 
 ## Predicting the Matte
 First, create the predictor:
 ```csharp
-// Fetch the model data from NatML Hub
-var modelData = await MLModelData.FromHub("@natml/meet");
-// Deserialize the model
-var model = modelData.Deserialize();
+// Create the model
+var model = await MLEdgeModel.Create("@natml/meet");
 // Create the Meet predictor
 var predictor = new MeetPredictor(model);
 ```
 
 Then predict the human matte:
 ```csharp
-// Predict
-Texture2D image = ...; // This can also be a `WebCamTexture` or any other image feature
+// Given an image...
+Texture2D image = ...;
+// Predict the human matte
 MeetPredictor.Matte matte = predictor.Predict(image);
 ```
 
@@ -51,8 +50,7 @@ ___
 ## Quick Tips
 - Discover more ML models on [NatML Hub](https://hub.natml.ai).
 - See the [NatML documentation](https://docs.natml.ai/unity).
-- Join the [NatML community on Discord](https://hub.natml.ai/community).
-- Discuss [NatML on Unity Forums](https://forum.unity.com/threads/open-beta-natml-machine-learning-runtime.1109339/).
+- Join the [NatML community on Discord](https://natml.ai/community).
 - Contact us at [[email protected]](mailto:[email protected]).
 
 Thank you very much!

Packages/ai.natml.vision.meet/README.md

@@ -1,6 +1,6 @@
 // 
 //  Meet
-//  Copyright (c) 2022 NatML Inc. All Rights Reserved.
+//  Copyright (c) 2023 NatML Inc. All Rights Reserved.
 //
 
 #pragma kernel CSMain

Packages/ai.natml.vision.meet/Resources/MeetRenderer.compute

@@ -1,6 +1,6 @@
 /* 
 *   Meet
-*   Copyright (c) 2022 NatML Inc. All Rights Reserved.
+*   Copyright © 2023 NatML Inc. All Rights Reserved.
 */
 
 namespace NatML.Vision {

Packages/ai.natml.vision.meet/Runtime/Matte.cs

@@ -1,6 +1,6 @@
 /* 
 *   Meet
-*   Copyright (c) 2022 NatML Inc. All Rights Reserved.
+*   Copyright © 2023 NatML Inc. All Rights Reserved.
 */
 
 namespace NatML.Vision {
@@ -19,8 +19,8 @@ public sealed partial class MeetPredictor : IMLPredictor<MeetPredictor.Matte> {
         /// <summary>
         /// Create the meet predictor.
         /// </summary>
-        /// <param name="model">Meet ML model.</param>
-        public MeetPredictor (MLModel model) => this.model = model as MLEdgeModel;
+        /// <param name="model">Meet model.</param>
+        public MeetPredictor (MLEdgeModel model) => this.model = model as MLEdgeModel;
 
         /// <summary>
         /// Segment a person in an image.

Packages/ai.natml.vision.meet/Runtime/MeetPredictor.cs

@@ -1,11 +1,11 @@
 {
     "name": "ai.natml.vision.meet",
-    "version": "1.0.3",
+    "version": "1.0.4",
     "displayName": "Meet",
     "description": "MediaPipe Meet Segmentation for human matting in Unity Engine.",
     "unity": "2021.2",
     "dependencies": {
-        "ai.natml.natml": "1.0.19"
+        "ai.natml.natml": "1.1.0"
     },
     "keywords": [
         "natml",

Packages/ai.natml.vision.meet/package.json

@@ -9,17 +9,17 @@
     }
   ],
   "dependencies": {
-    "ai.natml.videokit": "0.0.3",
-    "com.unity.collab-proxy": "1.15.17",
+    "ai.natml.videokit": "0.0.9",
+    "com.unity.collab-proxy": "1.17.7",
     "com.unity.feature.development": "1.0.1",
-    "com.unity.ide.rider": "3.0.14",
-    "com.unity.ide.visualstudio": "2.0.15",
+    "com.unity.ide.rider": "3.0.18",
+    "com.unity.ide.visualstudio": "2.0.17",
     "com.unity.ide.vscode": "1.2.5",
     "com.unity.test-framework": "1.1.31",
     "com.unity.textmeshpro": "3.0.6",
     "com.unity.timeline": "1.6.4",
     "com.unity.ugui": "1.0.0",
-    "com.unity.visualscripting": "1.7.8",
+    "com.unity.visualscripting": "1.8.0",
     "com.unity.modules.ai": "1.0.0",
     "com.unity.modules.androidjni": "1.0.0",
     "com.unity.modules.animation": "1.0.0",

Packages/manifest.json

@@ -1,14 +1,14 @@
 {
   "dependencies": {
     "ai.natml.hub": {
-      "version": "1.0.15",
-      "depth": 2,
+      "version": "1.0.20",
+      "depth": 1,
       "source": "registry",
       "dependencies": {},
       "url": "https://registry.npmjs.com"
     },
     "ai.natml.natcorder": {
-      "version": "1.9.1",
+      "version": "1.9.3",
       "depth": 1,
       "source": "registry",
       "dependencies": {
@@ -17,7 +17,7 @@
       "url": "https://registry.npmjs.com"
     },
     "ai.natml.natdevice": {
-      "version": "1.3.1",
+      "version": "1.3.2",
       "depth": 1,
       "source": "registry",
       "dependencies": {
@@ -26,11 +26,11 @@
       "url": "https://registry.npmjs.com"
     },
     "ai.natml.natml": {
-      "version": "1.0.19",
+      "version": "1.1.0",
       "depth": 1,
       "source": "registry",
       "dependencies": {
-        "ai.natml.hub": "1.0.12"
+        "ai.natml.hub": "1.0.20"
       },
       "url": "https://registry.npmjs.com"
     },
@@ -44,13 +44,14 @@
       "url": "https://registry.npmjs.com"
     },
     "ai.natml.videokit": {
-      "version": "0.0.3",
+      "version": "0.0.9",
       "depth": 0,
       "source": "registry",
       "dependencies": {
-        "ai.natml.natcorder": "1.9.1",
-        "ai.natml.natdevice": "1.3.1",
-        "ai.natml.natml": "1.0.19",
+        "ai.natml.hub": "1.0.20",
+        "ai.natml.natml": "1.1.0",
+        "ai.natml.natcorder": "1.9.3",
+        "ai.natml.natdevice": "1.3.2",
         "ai.natml.natshare": "1.3.0"
       },
       "url": "https://registry.npmjs.com"
@@ -60,11 +61,11 @@
       "depth": 0,
       "source": "embedded",
       "dependencies": {
-        "ai.natml.natml": "1.0.19"
+        "ai.natml.natml": "1.1.0"
       }
     },
     "com.unity.collab-proxy": {
-      "version": "1.15.17",
+      "version": "1.17.7",
       "depth": 0,
       "source": "registry",
       "dependencies": {
@@ -91,17 +92,17 @@
       "depth": 0,
       "source": "builtin",
       "dependencies": {
-        "com.unity.ide.visualstudio": "2.0.15",
-        "com.unity.ide.rider": "3.0.14",
+        "com.unity.ide.visualstudio": "2.0.17",
+        "com.unity.ide.rider": "3.0.18",
         "com.unity.ide.vscode": "1.2.5",
         "com.unity.editorcoroutines": "1.0.0",
         "com.unity.performance.profile-analyzer": "1.1.1",
         "com.unity.test-framework": "1.1.31",
-        "com.unity.testtools.codecoverage": "1.0.1"
+        "com.unity.testtools.codecoverage": "1.2.2"
       }
     },
     "com.unity.ide.rider": {
-      "version": "3.0.14",
+      "version": "3.0.18",
       "depth": 0,
       "source": "registry",
       "dependencies": {
@@ -110,7 +111,7 @@
       "url": "https://packages.unity.com"
     },
     "com.unity.ide.visualstudio": {
-      "version": "2.0.15",
+      "version": "2.0.17",
       "depth": 0,
       "source": "registry",
       "dependencies": {
@@ -140,7 +141,7 @@
       "url": "https://packages.unity.com"
     },
     "com.unity.services.core": {
-      "version": "1.4.0",
+      "version": "1.7.0",
       "depth": 1,
       "source": "registry",
       "dependencies": {
@@ -169,7 +170,7 @@
       "url": "https://packages.unity.com"
     },
     "com.unity.testtools.codecoverage": {
-      "version": "1.0.1",
+      "version": "1.2.2",
       "depth": 1,
       "source": "registry",
       "dependencies": {
@@ -209,7 +210,7 @@
       }
     },
     "com.unity.visualscripting": {
-      "version": "1.7.8",
+      "version": "1.8.0",
       "depth": 0,
       "source": "registry",
       "dependencies": {

Packages/packages-lock.json

@@ -25,18 +25,20 @@ MonoBehaviour:
     m_Scopes: []
     m_IsDefault: 1
     m_Capabilities: 7
-  - m_Id: scoped:NatML
+    m_ConfigSource: 0
+  - m_Id: scoped:project:NatML
     m_Name: NatML
     m_Url: https://registry.npmjs.com
     m_Scopes:
     - ai.natml
     m_IsDefault: 0
     m_Capabilities: 0
+    m_ConfigSource: 4
   m_UserSelectedRegistryName: NatML
   m_UserAddingNewScopedRegistry: 0
   m_RegistryInfoDraft:
     m_Modified: 0
     m_ErrorMessage: 
-    m_UserModificationsInstanceId: -828
-    m_OriginalInstanceId: -830
+    m_UserModificationsInstanceId: -846
+    m_OriginalInstanceId: -850
   m_LoadAssets: 0

ProjectSettings/PackageManagerSettings.asset

@@ -1,2 +1,2 @@
-m_EditorVersion: 2021.3.4f1
-m_EditorVersionWithRevision: 2021.3.4f1 (cb45f9cae8b7)
+m_EditorVersion: 2021.3.17f1
+m_EditorVersionWithRevision: 2021.3.17f1 (3e8111cac19d)