From 9c359c92cff0cbfc7fb22d64b92dab1339f71fc3 Mon Sep 17 00:00:00 2001 From: Lanre Date: Thu, 25 Aug 2022 09:56:43 -0400 Subject: [PATCH] Prepare for publishing --- Changelog.md | 2 + Changelog.md.meta | 7 + LICENSE.md | 201 ++++++++++++++++++ LICENSE.md.meta | 7 + Plugins.meta | 8 + Plugins/Android.meta | 8 + Plugins/Android/NatMLARFoundation.aar | Bin 0 -> 214385 bytes Plugins/Android/NatMLARFoundation.aar.meta | 32 +++ Plugins/Windows.meta | 8 + Plugins/Windows/NatMLARFoundation.dll | Bin 0 -> 1900032 bytes Plugins/Windows/NatMLARFoundation.dll.meta | 81 +++++++ Plugins/iOS.meta | 8 + Plugins/iOS/NatMLARFoundation.framework.meta | 81 +++++++ .../NatMLARFoundation.framework/Info.plist | Bin 0 -> 796 bytes .../Info.plist.meta | 7 + .../NatMLARFoundation | Bin 0 -> 67640 bytes .../NatMLARFoundation.meta | 7 + Plugins/macOS.meta | 8 + Plugins/macOS/NatMLARFoundation.bundle.meta | 82 +++++++ .../NatMLARFoundation.bundle/Contents.meta | 8 + .../Contents/Info.plist | 48 +++++ .../Contents/Info.plist.meta | 7 + .../Contents/MacOS.meta | 8 + .../Contents/MacOS/NatMLARFoundation | Bin 0 -> 133166 bytes .../Contents/MacOS/NatMLARFoundation.meta | 7 + README.md | 36 ++++ README.md.meta | 7 + Runtime.meta | 8 + Runtime/Features.meta | 8 + Runtime/Features/MLXRCpuDepthFeature.cs | 112 ++++++++++ Runtime/Features/MLXRCpuDepthFeature.cs.meta | 11 + Runtime/Features/MLXRCpuImageFeature.cs | 82 +++++++ Runtime/Features/MLXRCpuImageFeature.cs.meta | 11 + Runtime/Internal.meta | 8 + Runtime/Internal/NatMLARFoundation.cs | 37 ++++ Runtime/Internal/NatMLARFoundation.cs.meta | 11 + Runtime/NatML.ML.ARFoundation.asmdef | 25 +++ Runtime/NatML.ML.ARFoundation.asmdef.meta | 7 + package.json | 40 ++++ package.json.meta | 7 + 40 files changed, 1035 insertions(+) create mode 100644 Changelog.md create mode 100644 Changelog.md.meta create mode 100644 LICENSE.md create mode 100644 LICENSE.md.meta create mode 100644 Plugins.meta create mode 100644 Plugins/Android.meta create mode 100644 Plugins/Android/NatMLARFoundation.aar create mode 100644 Plugins/Android/NatMLARFoundation.aar.meta create mode 100644 Plugins/Windows.meta create mode 100644 Plugins/Windows/NatMLARFoundation.dll create mode 100644 Plugins/Windows/NatMLARFoundation.dll.meta create mode 100644 Plugins/iOS.meta create mode 100644 Plugins/iOS/NatMLARFoundation.framework.meta create mode 100644 Plugins/iOS/NatMLARFoundation.framework/Info.plist create mode 100644 Plugins/iOS/NatMLARFoundation.framework/Info.plist.meta create mode 100755 Plugins/iOS/NatMLARFoundation.framework/NatMLARFoundation create mode 100644 Plugins/iOS/NatMLARFoundation.framework/NatMLARFoundation.meta create mode 100644 Plugins/macOS.meta create mode 100644 Plugins/macOS/NatMLARFoundation.bundle.meta create mode 100644 Plugins/macOS/NatMLARFoundation.bundle/Contents.meta create mode 100644 Plugins/macOS/NatMLARFoundation.bundle/Contents/Info.plist create mode 100644 Plugins/macOS/NatMLARFoundation.bundle/Contents/Info.plist.meta create mode 100644 Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS.meta create mode 100755 Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS/NatMLARFoundation create mode 100644 Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS/NatMLARFoundation.meta create mode 100644 README.md create mode 100644 README.md.meta create mode 100644 Runtime.meta create mode 100644 Runtime/Features.meta create mode 100644 Runtime/Features/MLXRCpuDepthFeature.cs create mode 100644 Runtime/Features/MLXRCpuDepthFeature.cs.meta create mode 100644 Runtime/Features/MLXRCpuImageFeature.cs create mode 100644 Runtime/Features/MLXRCpuImageFeature.cs.meta create mode 100644 Runtime/Internal.meta create mode 100644 Runtime/Internal/NatMLARFoundation.cs create mode 100644 Runtime/Internal/NatMLARFoundation.cs.meta create mode 100644 Runtime/NatML.ML.ARFoundation.asmdef create mode 100644 Runtime/NatML.ML.ARFoundation.asmdef.meta create mode 100644 package.json create mode 100644 package.json.meta diff --git a/Changelog.md b/Changelog.md new file mode 100644 index 0000000..6deaff4 --- /dev/null +++ b/Changelog.md @@ -0,0 +1,2 @@ +## 1.0.0 ++ First release. \ No newline at end of file diff --git a/Changelog.md.meta b/Changelog.md.meta new file mode 100644 index 0000000..2f88c6e --- /dev/null +++ b/Changelog.md.meta @@ -0,0 +1,7 @@ +fileFormatVersion: 2 +guid: 063dd64ba7a3e40b495f69d3c36ef7af +TextScriptImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..f49a4e1 --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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vB6PG|lzzfTC~I)ve^Cyd^G(LIe$~_Am z>lW!tK0SHI-?Tkw6g_p%lRs+G_aAHS%lYl$!yBBdn{o&5diJg@+kgK;mztda#JTF@ zTMAzO@|w5*zULp3OCNpd;D1a%FtD_)C02Ri{kPvdch(hiPXD3*#P9ABj@*N-^Lu}| zbHdS8u1QUa#gBjR;*({2pXg4VEB>Ea|B3op?%Ritzw_=-jy*m3(O*qG@vlc`Z&@lE zZus|CD(5e~`Ou#l|6KjQwd0|gkwdQ^uZlc!bL)4uzSi}_|Nh;eoOj8Yjc-1&^dH|| F@_&8Jzy1IK literal 0 HcmV?d00001 diff --git a/Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS/NatMLARFoundation.meta b/Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS/NatMLARFoundation.meta new file mode 100644 index 0000000..60ad58f --- /dev/null +++ b/Plugins/macOS/NatMLARFoundation.bundle/Contents/MacOS/NatMLARFoundation.meta @@ -0,0 +1,7 @@ +fileFormatVersion: 2 +guid: 2a3c076ba17ce4580aa5f1d043ae791f +DefaultImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/README.md b/README.md new file mode 100644 index 0000000..2675a05 --- /dev/null +++ b/README.md @@ -0,0 +1,36 @@ +# NatML for ARFoundation + +![NatML](https://raw.githubusercontent.com/natmlx/.github/main/natml.png) + +NatML integration library for Unity ARFoundation. + +## Installing NatML ARFoundation +Add the following items to your Unity project's `Packages/manifest.json`: +```json +{ + "scopedRegistries": [ + { + "name": "NatML", + "url": "https://registry.npmjs.com", + "scopes": ["ai.natml"] + } + ], + "dependencies": { + "ai.natml.natml.arfoundation": "1.0.0" + } +} +``` + +## Requirements +- Unity 2020.2+ +- [ARFoundation 4.1+](https://docs.unity3d.com/Packages/com.unity.xr.arfoundation@4.1/manual/index.html) + +## Resources +- Join the [NatML community on Discord](https://hub.natml.ai/community). +- See the [NatML documentation](https://docs.natml.ai/unity). +- See more [NatML projects on GitHub](https://github.com/natmlx). +- Read the [NatML blog](https://blog.natml.ai/). +- Discuss [NatML on Unity Forums](https://forum.unity.com/threads/open-beta-natml-machine-learning-runtime.1109339/). +- Contact us at [hi@natml.ai](mailto:hi@natml.ai). + +Thank you very much! \ No newline at end of file diff --git a/README.md.meta b/README.md.meta new file mode 100644 index 0000000..f01ddf7 --- /dev/null +++ b/README.md.meta @@ -0,0 +1,7 @@ +fileFormatVersion: 2 +guid: 7141428b7de0f4d1fba787765540c632 +TextScriptImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime.meta b/Runtime.meta new file mode 100644 index 0000000..e4f00e7 --- /dev/null +++ b/Runtime.meta @@ -0,0 +1,8 @@ +fileFormatVersion: 2 +guid: 984a59465bf5a4f3891f7887b32c631c +folderAsset: yes +DefaultImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/Features.meta b/Runtime/Features.meta new file mode 100644 index 0000000..b428cda --- /dev/null +++ b/Runtime/Features.meta @@ -0,0 +1,8 @@ +fileFormatVersion: 2 +guid: 6e1628cab255d40529cbd1ee3988460a +folderAsset: yes +DefaultImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/Features/MLXRCpuDepthFeature.cs b/Runtime/Features/MLXRCpuDepthFeature.cs new file mode 100644 index 0000000..c332f36 --- /dev/null +++ b/Runtime/Features/MLXRCpuDepthFeature.cs @@ -0,0 +1,112 @@ +/* +* NatML ARFoundation +* Copyright (c) 2022 NatML Inc. All rights reserved. +*/ + +namespace NatML.Features { + + using System; + using System.Runtime.CompilerServices; + using UnityEngine; + using UnityEngine.XR.ARSubsystems; + using Types; + using Unity.Collections.LowLevel.Unsafe; + using static Unity.Mathematics.math; + using Format = UnityEngine.XR.ARSubsystems.XRCpuImage.Format; + + /// + /// ML augmented reality depth feature. + /// This feature cannot be used directly for inference. + /// Instead, it is used by predictors that require depth data for their computations. + /// + public sealed class MLXRCpuDepthFeature : MLDepthFeature { + + #region --Client API-- + /// + /// Create an AR depth image feature. + /// + /// Augmented reality image. + /// AR session camera. + /// Image orientation. If `Unknown`, this will default to the screen orientation. + public MLXRCpuDepthFeature ( + XRCpuImage image, + Camera camera, + ScreenOrientation orientation = 0 + ) : base(GetType(image, orientation)) { + if (image.format != Format.DepthUint16 && image.format != Format.DepthFloat32) + throw new ArgumentException($"AR depth image has invalid format: {image.format}", nameof(image)); + this.image = image; + this.camera = camera; + this.orientation = orientation; + this.rotation = GetRotation(orientation); + } + + /// + /// Sample the depth feature at a given point. + /// If the point is out of bounds, `-1` is returned. + /// + /// Point to sample in normalized viewport coordinates. + /// Depth in meters. + public override float Sample (Vector2 point) { + var s = float2(image.width, image.height); // use unoriented size + var uv = float2(point.x, point.y); + var t = Mathf.Deg2Rad * rotation; + var T = mul(float2x2(cos(t), -sin(t), sin(t), cos(t)), float2x2(1f, 0f, 0f, -1f)); + var uv_r = mul(T, uv - 0.5f) + 0.5f; + var xy = int2(uv_r * s); + if (xy.x < 0 || xy.x >= image.width || xy.y < 0 || xy.y >= image.height) + return -1; + switch (image.format) { + case Format.DepthFloat32: return Sample(xy.x, xy.y); + case Format.DepthUint16: return 0.001f * Sample(xy.x, xy.y); + default: throw new InvalidOperationException($"Cannot sample depth because image has invalid format: {image.format}"); + } + } + + /// + /// Project a 2D point into 3D space using depth. + /// + /// Point to transform in normalized viewport coordinates. + /// Projected point in 3D space. + public override Vector3 ViewportToWorldPoint (Vector2 point) { // CHECK // Camera aspect scaling + var depth = Sample(point); + var viewport = new Vector3(point.x, point.y, depth); + var world = camera.ViewportToWorldPoint(viewport); + return world; + } + #endregion + + + #region --Operations-- + private readonly XRCpuImage image; + private readonly Camera camera; + private readonly ScreenOrientation orientation; + private readonly float rotation; + + [MethodImpl(MethodImplOptions.AggressiveInlining)] + private unsafe T Sample (int x, int y) where T : unmanaged { + var plane = image.GetPlane(0); + var idx = y * plane.rowStride + x * plane.pixelStride; + var data = (byte*)plane.data.GetUnsafeReadOnlyPtr(); + var sample = *(T*)&data[idx]; + return sample; + } + + private static float GetRotation (ScreenOrientation orientation) => orientation switch { + ScreenOrientation.LandscapeLeft => 0f, + ScreenOrientation.Portrait => -90f, + ScreenOrientation.LandscapeRight => -180f, + ScreenOrientation.PortraitUpsideDown => -270f, + _ => 0f, + }; + + private static MLImageType GetType (XRCpuImage image, ScreenOrientation orientation) { + orientation = orientation != 0 ? orientation : Screen.orientation; + var portrait = orientation == ScreenOrientation.Portrait || orientation == ScreenOrientation.PortraitUpsideDown; + var width = portrait ? image.height : image.width; + var height = portrait ? image.width : image.height; + return new MLImageType(width, height, 1); + } + #endregion + } +} \ No newline at end of file diff --git a/Runtime/Features/MLXRCpuDepthFeature.cs.meta b/Runtime/Features/MLXRCpuDepthFeature.cs.meta new file mode 100644 index 0000000..3b55d9b --- /dev/null +++ b/Runtime/Features/MLXRCpuDepthFeature.cs.meta @@ -0,0 +1,11 @@ +fileFormatVersion: 2 +guid: 4edd02409e11c480898e78f8c6cc3ffb +MonoImporter: + externalObjects: {} + serializedVersion: 2 + defaultReferences: [] + executionOrder: 0 + icon: {instanceID: 0} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/Features/MLXRCpuImageFeature.cs b/Runtime/Features/MLXRCpuImageFeature.cs new file mode 100644 index 0000000..ce9f4f7 --- /dev/null +++ b/Runtime/Features/MLXRCpuImageFeature.cs @@ -0,0 +1,82 @@ +/* +* NatML ARFoundation +* Copyright (c) 2022 NatML Inc. All rights reserved. +*/ + +namespace NatML.Features { + + using System; + using UnityEngine; + using UnityEngine.XR.ARSubsystems; + using Unity.Collections.LowLevel.Unsafe; + using NatML.Internal; + using Format = UnityEngine.XR.ARSubsystems.XRCpuImage.Format; + + /// + /// ML augmented reality image feature. + /// This feature will perform any necessary conversions to a model's desired input feature type. + /// + public sealed class MLXRCpuImageFeature : MLImageFeature, IMLEdgeFeature { + + #region --Client API-- + /// + /// Create an augmented reality image feature from an ARFoundation `XRCpuImage`. + /// + /// Augmented reality image. + /// Whether AR image is from world-facing camera. + /// Image orientation. If `Unknown`, this will default to the screen orientation. + public MLXRCpuImageFeature ( + XRCpuImage image, + bool world = true, + ScreenOrientation orientation = 0 + ) : base(Convert(image, world, orientation), GetWidth(image, orientation), GetHeight(image, orientation)) { } + #endregion + + + #region --Operations-- + + private static unsafe byte[] Convert (XRCpuImage image, bool world, ScreenOrientation orientation) { + if (!image.valid) + throw new ArgumentException(@"AR image is invalid", nameof(image)); + if (image.format != Format.AndroidYuv420_888 && image.format != Format.IosYpCbCr420_8BiPlanarFullRange) + throw new ArgumentException($"AR image has invalid format: {image.format}", nameof(image)); + var planes = stackalloc void*[image.planeCount]; + var rows = stackalloc int[image.planeCount]; + var pixels = stackalloc int[image.planeCount]; + var pixelBuffer = new byte[image.width * image.height * 4]; + for (var i = 0; i < image.planeCount; ++i) { + var plane = image.GetPlane(i); + planes[i] = plane.data.GetUnsafeReadOnlyPtr(); + rows[i] = plane.rowStride; + pixels[i] = plane.pixelStride; + } + NatMLARFoundation.CreateImageFeatureData( + planes, + image.planeCount, + image.width, + image.height, + rows, + pixels, + (int)(orientation != 0 ? orientation : Screen.orientation), + world, + pixelBuffer, + out var width, + out var height + ); + return pixelBuffer; + } + + private static int GetWidth (XRCpuImage image, ScreenOrientation orientation) => (orientation != 0 ? orientation : Screen.orientation) switch { + ScreenOrientation.Portrait => image.height, + ScreenOrientation.PortraitUpsideDown => image.height, + _ => image.width + }; + + private static int GetHeight (XRCpuImage image, ScreenOrientation orientation) => (orientation != 0 ? orientation : Screen.orientation) switch { + ScreenOrientation.Portrait => image.width, + ScreenOrientation.PortraitUpsideDown => image.width, + _ => image.height + }; + #endregion + } +} \ No newline at end of file diff --git a/Runtime/Features/MLXRCpuImageFeature.cs.meta b/Runtime/Features/MLXRCpuImageFeature.cs.meta new file mode 100644 index 0000000..126dc6c --- /dev/null +++ b/Runtime/Features/MLXRCpuImageFeature.cs.meta @@ -0,0 +1,11 @@ +fileFormatVersion: 2 +guid: 499ad9c40136340ef91030393dbb5118 +MonoImporter: + externalObjects: {} + serializedVersion: 2 + defaultReferences: [] + executionOrder: 0 + icon: {instanceID: 0} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/Internal.meta b/Runtime/Internal.meta new file mode 100644 index 0000000..5a0c8c3 --- /dev/null +++ b/Runtime/Internal.meta @@ -0,0 +1,8 @@ +fileFormatVersion: 2 +guid: 9f54190444076490dbca9b8af009de37 +folderAsset: yes +DefaultImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/Internal/NatMLARFoundation.cs b/Runtime/Internal/NatMLARFoundation.cs new file mode 100644 index 0000000..344658c --- /dev/null +++ b/Runtime/Internal/NatMLARFoundation.cs @@ -0,0 +1,37 @@ +/* +* NatML ARFoundation +* Copyright (c) 2022 NatML Inc. All rights reserved. +*/ + +namespace NatML.Internal { + + using System.Runtime.InteropServices; + + public static class NatMLARFoundation { + + public const string Assembly = + #if (UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR + @"__Internal"; + #else + @"NatMLARFoundation"; + #endif + + + #region --NMLFeature-- + [DllImport(Assembly, EntryPoint = @"NMLCreateARFoundationImageFeatureData")] + public static unsafe extern void CreateImageFeatureData ( + void** planes, + int planeCount, + int width, + int height, + int* rows, + int* pixels, + int orientation, + bool world, + [Out] byte[] pixelBuffer, + out int dstWidth, + out int dstHeight + ); + #endregion + } +} \ No newline at end of file diff --git a/Runtime/Internal/NatMLARFoundation.cs.meta b/Runtime/Internal/NatMLARFoundation.cs.meta new file mode 100644 index 0000000..8befb44 --- /dev/null +++ b/Runtime/Internal/NatMLARFoundation.cs.meta @@ -0,0 +1,11 @@ +fileFormatVersion: 2 +guid: c356999ea637b4c03b3e72da7f3c7693 +MonoImporter: + externalObjects: {} + serializedVersion: 2 + defaultReferences: [] + executionOrder: 0 + icon: {instanceID: 0} + userData: + assetBundleName: + assetBundleVariant: diff --git a/Runtime/NatML.ML.ARFoundation.asmdef b/Runtime/NatML.ML.ARFoundation.asmdef new file mode 100644 index 0000000..d8f31cf --- /dev/null +++ b/Runtime/NatML.ML.ARFoundation.asmdef @@ -0,0 +1,25 @@ +{ + "name": "NatML.ML.ARFoundation", + "rootNamespace": "", + "references": [ + "NatML.ML", + "Unity.XR.ARFoundation", + "Unity.XR.ARSubsystems", + "Unity.Mathematics" + ], + "includePlatforms": [ + "Android", + "Editor", + "iOS", + "macOSStandalone", + "WindowsStandalone64" + ], + "excludePlatforms": [], + "allowUnsafeCode": true, + "overrideReferences": false, + "precompiledReferences": [], + "autoReferenced": true, + "defineConstraints": [], + "versionDefines": [], + "noEngineReferences": false +} \ No newline at end of file diff --git a/Runtime/NatML.ML.ARFoundation.asmdef.meta b/Runtime/NatML.ML.ARFoundation.asmdef.meta new file mode 100644 index 0000000..824251c --- /dev/null +++ b/Runtime/NatML.ML.ARFoundation.asmdef.meta @@ -0,0 +1,7 @@ +fileFormatVersion: 2 +guid: 2ba2dbdadeff54ea8b9f4da876f2d3ef +AssemblyDefinitionImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: diff --git a/package.json b/package.json new file mode 100644 index 0000000..642c9d6 --- /dev/null +++ b/package.json @@ -0,0 +1,40 @@ +{ + "name": "ai.natml.natml.arfoundation", + "version": "1.0.0", + "displayName": "ARFoundation ML", + "description": "Unity ARFoundation support library for NatML.", + "unity": "2020.3", + "dependencies": { + "ai.natml.natml": "1.0.13", + "com.unity.mathematics": "1.2.1", + "com.unity.xr.arfoundation": "4.1.7" + }, + "keywords": [ + "natml", + "machine learning", + "ml", + "aritificial intelligence", + "ai", + "computer vision", + "opencv", + "android", + "ios", + "macos", + "windows", + "coreml", + "nnapi", + "directml", + "tensorflow", + "pytorch", + "torch", + "natdevice", + "natcorder" + ], + "author": { + "name": "NatML", + "email": "hi@natml.ai", + "url": "https://github.com/natmlx" + }, + "license": "Apache-2.0", + "repository": "github:natmlx/NatML-ARFoundation" +} \ No newline at end of file diff --git a/package.json.meta b/package.json.meta new file mode 100644 index 0000000..5937437 --- /dev/null +++ b/package.json.meta @@ -0,0 +1,7 @@ +fileFormatVersion: 2 +guid: 57adcfa4d489a4d1193a5adf8723fdca +PackageManifestImporter: + externalObjects: {} + userData: + assetBundleName: + assetBundleVariant: