Hand Tracking

Introduction

NRSDK’s Hand Tracking capability tracks the position of key points of your hands and recognizes hand poses in real-time. Hand poses are shown in the first-person view and used to interact with virtual objects immersively in-world.

Capabilities:

The NRSDK can track hands through the world coordinate frame and annotated the position and orientation of twenty-three key points；
The NRSDK currently supports six hand poses from either hand;
While tracking hand poses, the NRSDK also returns to a state of whether there are hands being tracked;
Left/Right hand detection is available in NRSDK;
When using hands as input, the hand’s pose drives a laser cursor-pointer that behaves like the standard controller cursor.

Gestures

General Gesture

Select Gesture

As long as the index finger and thumb pinch together (regardless of the pose of other fingers), it is considered a pinch pose.
Gestures above will all be recognized as pinch/select.

System Gesture

Keep this gesture for 1.2s to evoke the home menu.
Both left and right hands will be recognized.

Hand Pointer

Similar to a controller, NRSDK provides a pointer for each hand to interact with targets. The pointer pose and whether the pointer pose is being tracked can be obtained from HandState of each hand.

The pointer pose must meet the following conditions to be correctly tracked:

The hand is recognized
The palm direction is pointing forward

A basic hand pointer style is included in NRHand_R and NRHand_L prefabs located in Assets>NRSDK>Prefabs>Hands. You can also customize the style of Hand Pointer based on the pointer pose and related data, combined with some data in NRPointerRaycaster.

Joint

The NRSDK hand tracking system identifies the position of 23 key points on the hand for every recognized hand pose(position and orientation).

Index

API Name

Wrist

Palm

ThumbMetacarpal

ThumbProximal

ThumbDistal

ThumbTip

IndexProximal

IndexMiddle

IndexDistal

IndexTip

MiddleProximal

MiddleMiddle

MiddleDistal

MiddleTip

RingProximal

RingMiddle

RingDistal

RingTip

PinkyMetacarpal

PinkyProximal

PinkyMiddle

PinkyDistal

PinkyTip

Joint Orientation

Requirements & Limits

Device compatibility

To ensure optimal algorithm performance, it is recommended to use specific smartphone models and versions, as different manufacturers and Android versions may affect the algorithm's effectiveness.

Samsung S22: OneUI 5.1
Samsung S23: OneUI 5.1, OneUI 6.0
HUAWEI P60 Pro: HarmonyOS 4.0.0
OPPO Find X6 Pro: Android 13

Hand tracking can also run on devices besides the above, the stability however is not guaranteed. For the full compatibility list, please refer to Device Compatibility.

Influence of Qualcomm Chipsets and NRSDK:

For devices powered by Qualcomm chipsets, using NRSDK for developing hand tracking applications enhances compatibility. The hand tracking algorithm prioritizes using cdsp (SNPE) as the computation unit to ensure SNPE functions properly

AndroidManifest.xml Modifications:

When building your app, add the following properties in AndroidManifest.xml.

<application android:extractNativeLibs="true">
    <uses-library android:name="libOpenCL.so" android:required="false"/>
    <uses-library android:name="libcdsprpc.so" android:required="false"/>
</application>

Adding these properties removes the restriction related to Android SDK Target API 29.

Influence of Unity Packaging on APK:

The current gesture recognition application supports only Android SDK Target API 29. Higher versions of the API may activate enhanced security restrictions, which can affect access to SNPE resources.

Library Conflict:

NRSDK includes libc++_shared.so, which might conflict with similarly named third-party components. Ensure to use the libc++_shared.so provided by NRSDK during the build process to avoid conflicts.

Backgrounds & Camera

Hand tracking SDK uses on-board camera(s) to detect hands, so make sure hands are visible from the camera.
Avoid complicated backgrounds, solid backgrounds are preferred;
Avoid backlight or low light, or unbalanced lighting conditions in camera frame；

Gesture

Avoid stacked or interlaced fingers for either hand；
Avoid the hands of different people;
Avoid fast-moving;
There are chances that the orientations of the joints are recognized converted. If so, please move your hands out of the visible fields and move them back again.

Developer Guide

Common Usage Of Hand Tracking

Sample Use Case:

//returns true if input source switch to hand tracking success
  bool switchToHandTracking = NRInput.SetInputSource(InputSourceEnum.Hands);

  //returns true if input source switch to controller success bool
  switchToController = NRInput.SetInputSource(InputSourceEnum.Controller);

  //returns true if hand tracking is running bool isRunning =
  NRInput.Hands.IsRunning;

  //returns the NRHand of right-handness NRHand hand =
  NRInput.Hands.GetHand(HandEnum.RightHand);

  //returns true if user is now performing system gesture bool
  isPerformingSystemGesture = NRInput.Hands.IsPerformingSystemGesture();

Details Of HandState:

  //returns the HandState of  right-handness
  HandState handState = NRInput.Hands.GetHandState(HandEnum.RightHand);

  //returns the handness of this hand
  HandEnum handEnum = handState.handEnum;

  //returns true if this hand is tracked
  bool isTracked = handState.isTracked;

  //returns the start pose of hand ray pointer
  Pose pointerPose = handState.pointerPose;

  //returns ture if hand ray pointer pose is valid
  bool pointerValid = handState.pointerPoseValid;

  //returns true if this hand is performing pinching
  bool isPinching = handState.isPinching;

  //returns the current pinch strength value of hand. The range is from 0 to 1
  float pinchStrength = handState.pinchStrength;

  //returns the current gesture of hand
  HandGesture handGesture = handState.currentGesture;

  //returns the pose which contains position and orientation of thumb tip joint
  Pose thumbTipPose = handState.GetJointPose(HandJointID.ThumbTip);

Enabling Hand Tracking

Create a new project in Unity with NRSDK. Refer to Getting Started with NRSDK for more setting up instructions.
Delete the Main Camera from the scene hierarchy.
Find NRCameraRig and NRInput prefab from Assets>NRSDK>Prefabs>NRCameraRig. Drag them to the scene hierarchy.

4. Select the NRInput GameObject in the Hierarchy window to open the Inspector window, and choose Hands as Input Source Type.

5. Find NRHand_R and NRHand_L from Assets>NRSDK>Prefabs>Hands. Add them as child GameObjects of Left and Right anchor in NRInput correspondingly.

6. Now you are ready for hand tracking, refer to Tutorial: Manipulating an Object for adding more interactions with objects.

Samples are included in the Unity package. Please refer to Assets>NRSDK>Demos>HandTracking for details.

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Last updated 7 months ago

<application android:extractNativeLibs="true"> <uses-library android:name="libOpenCL.so" android:required="false"/> <uses-library android:name="libcdsprpc.so" android:required="false"/> </application>

//returns true if input source switch to hand tracking success bool switchToHandTracking = NRInput.SetInputSource(InputSourceEnum.Hands); //returns true if input source switch to controller success bool switchToController = NRInput.SetInputSource(InputSourceEnum.Controller); //returns true if hand tracking is running bool isRunning = NRInput.Hands.IsRunning; //returns the NRHand of right-handness NRHand hand = NRInput.Hands.GetHand(HandEnum.RightHand); //returns true if user is now performing system gesture bool isPerformingSystemGesture = NRInput.Hands.IsPerformingSystemGesture();

//returns the HandState of right-handness HandState handState = NRInput.Hands.GetHandState(HandEnum.RightHand); //returns the handness of this hand HandEnum handEnum = handState.handEnum; //returns true if this hand is tracked bool isTracked = handState.isTracked; //returns the start pose of hand ray pointer Pose pointerPose = handState.pointerPose; //returns ture if hand ray pointer pose is valid bool pointerValid = handState.pointerPoseValid; //returns true if this hand is performing pinching bool isPinching = handState.isPinching; //returns the current pinch strength value of hand. The range is from 0 to 1 float pinchStrength = handState.pinchStrength; //returns the current gesture of hand HandGesture handGesture = handState.currentGesture; //returns the pose which contains position and orientation of thumb tip joint Pose thumbTipPose = handState.GetJointPose(HandJointID.ThumbTip);