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Table of contents generated with markdown-toc
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animation interpolation
now generate every frame,
should generate only frames containing in source animation
-
python bind
a. copy dll to package
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ik part not implement
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fbx sdk, replace assimp lib
assimp import and export fbx not stable
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render part not implement
cross platform
RHI of d3d12/vulkan/metal, no OpenGL
1. mac
2. linux
3. windows
compiler:
1. clang 17
2. msvc 17
3. gcc 17
linux:
sudo apt-get install zlib1g-dev
pip install .
python python/test.py
// with assimp project embedded
-DEMBED_ASSIMP=ON
// assimp as static lib
-DBUILD_SHARED_LIBS=OFF
// release
--DCMAKE_BUILD_TYPE=Release
rm -rf build
cmake . -B build -DCMAKE_BUILD_TYPE=Release
cmake --build build --config Release -j 16
build/test/Release/testikrigretarget.exe
// linux will force -DEMBED_ASSIMP=ON -DBUILD_SHARED_LIBS=ON
// here use gcc
sudo apt-get install zlib1g-dev
rm -rf build
mkdir build && cd build
cmake .. -DCMAKE_BUILD_TYPE=Release -DEMBED_ASSIMP=ON
make -j16
rm -rf build
mkdir build && cd build
// for xcode project
cmake .. -GXcode
// without xcode
cmake .. --DCMAKE_BUILD_TYPE=Release
make -j16
rm -rf build
mkdir build && cd build
cmake ..
// with visual studio
open ikrigretarget.sln with visual studio
set testikrigretarget as start project
// without visual studio
cmake --build .
test/Debug/testikrigretarget.exe
mkdir build && cd build
cmake .. -DCMAKE_BUILD_TYPE=RELEASE
make VERBOSE=1
all the coodinate system is right hand.
https://fgiesen.wordpress.com/2012/02/12/row-major-vs-column-major-row-vectors-vs-column-vectors/
reference: Game Engine Architexture chapter 5.3.2
Points and vectors can be represented as row matrices (1× n) or column matrices (n × 1)
row represent:
col represent:
the choice between column and row vectors affect the order of matrix multiply
apply matrix to vector:
row vector:
col vector:
multiple matrix concatenate, apply M1 first, then M2:
the represent also affect the element order of matrix.
example of translation matrix for homogeneous coordinate:
row vector:
col vector:
the matrix can store in row major or col major.
the store order does not affect the represent, but it affect the element order in memory
to access element:
row major: m[row][col]
col major: m[col][row]
SoulScene.h
glm::mat4/glm::dmat4:
hand : right hand
represent : col vector
store order : col major
SoulFTransform SoulRetargeter.h SoulIKRetargetProcessor.h
https://docs.unrealengine.com/4.27/en-US/API/Runtime/Core/Math/FTransform/
Here we keep Unreal represent, but use right hand
Unreal FTransform
hand : right hand
represent : row vector
store order : row major
lib ASSIMP
aiMatrix4x4:
hand : right hand
represent : col vector
store order : row major
order of all quat: right is first
slerp is linear interpolation on arc of 4d unit sphere.
fastlerp is linear interpolation on chord of 4d unit sphere.
because chord and arc mapping not uniform, so fastlerp will lead to unequall speed of each time step.
reference: game engine architecture chapter 12.3.3
joint local space: the space of joint
global space: in world space or model space, because we does not care about transform outside model, so we choose model space.
to transform local pose to global pose(model space), only walking the skeleton hierarchy from current joint all the way to root.
denote transform from joint j local space to its parent space:
row represent:
col represent:
root retarget: retarget position by height ratio
init:
source.InitialHeightInverse = 1/ root.z
target.initialHeight = root.z
retarget:
target.root.translation = source.root.translation * target.initialHeight * source.InitialHeightInverse
chain FK retarget: copy global rotation delta
init:
foreach chain:
foreach joint:
record initialPoseGlobal, initialPoseLocal
reset currentPoseGlobal
retarget(inputPoseGlobal, outposeGlobal):
foreach chain:
foreach joint:
// apply parent transform to child to get position
currentPositionGlobal = apply parrent.currentPoseGlobal to initialPoseLocal
// copy global rotation delta
deltaRotationGlobal = inputPoseGlobal.currentRotationGlboal / source.initalRotationGlboal
currentRotationGlboal = initialRotationGlobal * deltaRotationGlobal
// copy global scale delta
currentScaleGlobal = TargetInitialScaleGlobal + (SourceCurrentScaleGlobal - SourceInitialScaleGlobal);
// pose from position and rotation
currentPoseGlobal = (currentPositionGlobal, currentRotationGlboal)
outposeGlobal[boneIndex] = currentPoseGlobal
// chain IK retarget
todo
// pole match retarget
todo
Here we use column vector represent
jointMat and pose animation:
jointMatrix(j) = globalTransformOfJointNode(j) * inverseBindPoseMatrixForJoint(j);
currentpose.position = globalTransformOfJointNode * inverseBindPoseMatrixForJoint * bindpose.position
bindpose.position: bind pose vertex world position
currentpose.position: current pose vertex world position
inverseBindPoseMatrixForJoint: world space to joint local space of bind pose
globalTransformOfJointNode: joint local space to world space of current pose
global transform:
for joint from root to leaf:
globalTransformOfJointNode = parentGlobal * childLocal
skin shader: average position of several joint
...
attribute vec4 a_joint;
attribute vec4 a_weight;
uniform mat4 u_jointMat[JOINT_NUM];
...
void main(void)
{
mat4 skinMat =
a_weight.x * u_jointMat[int(a_joint.x)] +
a_weight.y * u_jointMat[int(a_joint.y)] +
a_weight.z * u_jointMat[int(a_joint.z)] +
a_weight.w * u_jointMat[int(a_joint.w)];
vec4 worldPosition = skinMat * vec4(a_position,1.0);
vec4 cameraPosition = u_viewMatrix * worldPosition;
gl_Position = u_projectionMatrix * cameraPosition;
}
right hand
z up, x left, y front
front is toward screen user
back is far away from screen user
import sys, os
import ikrigretarget as ir
def config_gpt_meta():
config = ir.SoulIKRigRetargetConfig()
config.SourceCoord = ir.CoordType.RightHandZupYfront
config.WorkCoord = ir.CoordType.RightHandZupYfront
config.TargetCoord = ir.CoordType.RightHandYupZfront
config.SourceRootType = ir.ERootType.RootZMinusGroundZ
config.TargetRootType = ir.ERootType.RootZ
config.SourceRootBone = "Pelvis"
config.SourceGroundBone = "Left_foot"
config.TargetRootBone = "Rol01_Torso01HipCtrlJnt_M"
config.TargetGroundBone = "Rol01_Leg01FootJnt_L"
### source chain
# name start end
config.SourceChains = [
ir.SoulIKRigChain("spine", "Spine1", "Spine3"),
ir.SoulIKRigChain("head", "Neck", "Head"),
]
...
### target chain
config.TargetChains.append(ir.SoulIKRigChain("spine", "Rol01_Torso0102Jnt_M", "Rol01_Neck0101Jnt_M"))
config.TargetChains.append(ir.SoulIKRigChain("head", "Rol01_Neck0102Jnt_M", "Head_M"))
...
### chain mapping
config.ChainMapping.append(ir.SoulIKRigChainMapping(True, False, "spine", "spine"))
config.ChainMapping.append(ir.SoulIKRigChainMapping(True, False, "head", "head"))
...
return config
if __name__ == "__main__":
config = config_gpt_meta()
print(config)
srcAnimationFile = "gpt_motion_smpl.fbx"
srcTPoseFile = "GPT_T-Pose.fbx"
targetFile = "3D_Avatar2_Rig_0723.fbx"
targetTPoseFile = "3D_Avatar2_Rig_0723_itpose.fbx"
outFile = "out.fbx"
ret = ir.retargetFBX(srcAnimationFile, srcTPoseFile, config.SourceRootBone, targetFile, targetTPoseFile, outFile, config)
print(ret)lib // retarget implement
lib/glm // thirdParty files, need remove if already exist in your project
test // test project, including fbx file read write
SoulRetargeter.h // define retarget asset
SoulIKRetargetProcessor.h // retarget processor
IKRigUtils.h // config define, utils for pose convert, coord system convert...
SoulScene.h // scene, mesh, skeleton, animation define
main.cpp
#include "SoulScene.h"
#include "SoulRetargeter.h"
#include "SoulIKRetargetProcessor.h"
#include "IKRigUtils.hpp"
#include "FBXRW.h"
/////////////////////////////////////////////
// config
TestCase testCase = case_Flair();
auto config = testCase.config;
CoordType srccoord = config.SourceCoord;
CoordType workcoord = config.WorkCoord;
CoordType tgtcoord = config.TargetCoord;
/////////////////////////////////////////////
// read fbx
std::string srcAnimationFile, srcTPoseFile, targetFile, targetTPoseFile, outfile;
getFilePaths(srcAnimationFile, srcTPoseFile, targetFile, targetTPoseFile, outfile, testCase);
SoulIK::FBXRW fbxSrcAnimation, fbxSrcTPose, fbxTarget, fbxTargetTPose;
fbxSrcAnimation.readPureSkeletonWithDefualtMesh(srcAnimationFile, config.SourceRootBone);
if(srcAnimationFile == srcTPoseFile) {
fbxSrcTPose = fbxSrcAnimation;
} else {
fbxSrcTPose.readPureSkeletonWithDefualtMesh(srcTPoseFile, config.SourceRootBone);
}
fbxTarget.readSkeletonMesh(targetFile);
if (targetFile == targetTPoseFile) {
fbxTargetTPose = fbxTarget;
} else {
fbxTargetTPose.readSkeletonMesh(targetTPoseFile);
}
SoulIK::SoulScene& srcscene = *fbxSrcAnimation.getSoulScene();
SoulIK::SoulScene& srcTPoseScene = *fbxSrcTPose.getSoulScene();
SoulIK::SoulScene& tgtscene = *fbxTarget.getSoulScene();
SoulIK::SoulScene& tgtTPosescene = *fbxTargetTPose.getSoulScene();
SoulIK::SoulSkeletonMesh& srcskm = *srcscene.skmeshes[0];
SoulIK::SoulSkeletonMesh& tgtskm = *tgtscene.skmeshes[0];
/////////////////////////////////////////////
// init
SoulIK::USkeleton srcusk;
SoulIK::USkeleton tgtusk;
IKRigUtils::getUSkeletonFromMesh(srcTPoseScene, *srcTPoseScene.skmeshes[0], srcusk, srccoord, workcoord);
IKRigUtils::alignUSKWithSkeleton(srcusk, srcskm.skeleton);
IKRigUtils::getUSkeletonFromMesh(tgtTPosescene, *tgtTPosescene.skmeshes[0], tgtusk, tgtcoord, workcoord);
IKRigUtils::alignUSKWithSkeleton(tgtusk, tgtskm.skeleton);
SoulIK::UIKRetargetProcessor ikretarget;
auto InRetargeterAsset = createIKRigAsset(config, srcskm.skeleton, tgtskm.skeleton, srcusk, tgtusk);
ikretarget.Initialize(&srcusk, &tgtusk, InRetargeterAsset.get(), false);
/////////////////////////////////////////////
// build pose animation
std::vector<SoulIK::SoulPose> inposes;
std::vector<SoulIK::SoulPose> outposes;
...
/////////////////////////////////////////////
// run retarget
for(int frame = 0; frame < inposes.size(); frame++) {
// type cast
IKRigUtils::SoulPose2FPose(inposes[frame], inposeLocal);
// coord convert
IKRigUtils::LocalPoseCoordConvert(tsrc2work, inposeLocal, srccoord, workcoord);
// to global pose
IKRigUtils::FPoseToGlobal(srcskm.skeleton, inposeLocal, inpose);
// retarget
std::vector<FTransform>& outpose = ikretarget.RunRetargeter(inpose, SpeedValuesFromCurves, DeltaTime);
// to local pose
IKRigUtils::FPoseToLocal(tgtskm.skeleton, outpose, outposeLocal);
// coord convert
IKRigUtils::LocalPoseCoordConvert(twork2tgt, outposeLocal, workcoord, tgtcoord);
// type cast
IKRigUtils::FPose2SoulPose(outposeLocal, outposes[frame]);
}
/////////////////////////////////////////////
// write animation to fbx
...source animation : including skeleton animation
source tpose : tpose skeleton for source animation model
target animation : save animation based on this model
target tpose : tpose skeleton for target animation model
because animation model and tpose model may have different skeleton order
so need align them:
IKRigUtils::alignUSKWithSkeleton(sourceTPoseUSKeleton, sourceAnimationSkeletonMesh.skeleton);enum class CoordType: uint8_t {
RightHandZupYfront,
RightHandYupZfront,
};
wording coord : CoordType::RightHandZupYfront
from maya : CoordType::RightHandYupZfrontclass USkeleton {
std::string name;
std::vector<FBoneNode> boneTree; // each item name and parentId
std::vector<FTransform> refpose; // coord: Right Hand Z up Y front, local
...
};
struct FBoneNode {
std::string name; // joint name
int32_t parent; // joint tree relationship
...
};1. define root type
2. define root name
3. if need ground bone, define ground bone type
enum class ERootType: uint8_t {
RootZ = 0, // height = root.translation.z
RootZMinusGroundZ, // height = root.translation.z - ground.translation.z
Ignore // skip
};
// root
ERootType SourceRootType{ERootType::RootZMinusGroundZ};
std::string SourceRootBone;
std::string SourceGroundBone;
ERootType TargetRootType{ERootType::RootZMinusGroundZ};
std::string TargetRootBone;
std::string TargetGroundBone;1. source skeleton define many chains
2. target skeleton define may chains
3. define chain mapping
struct SoulIKRigChain {
std::string chainName;
std::string startBone;
std::string endBone;
};
struct SoulIKRigChainMapping {
bool EnableFK{true};
bool EnableIK{false};
std::string SourceChain;
std::string TargetChain;
};
std::vector<SoulIKRigChain> SourceChains;
std::vector<SoulIKRigChain> TargetChains;
std::vector<SoulIKRigChainMapping> ChainMapping;/////////////////////////////////////////////
// define config
struct SoulIKRigRetargetConfig {
struct SoulIKRigChain {
std::string chainName;
std::string startBone;
std::string endBone;
};
struct SoulIKRigChainMapping {
bool EnableFK{true};
bool EnableIK{false};
std::string SourceChain;
std::string TargetChain;
};
// coordinate system
CoordType SourceCoord;
CoordType WorkCoord{CoordType::RightHandZupYfront};
CoordType TargetCoord;
// root
ERootType SourceRootType{ERootType::RootZMinusGroundZ};
std::string SourceRootBone;
std::string SourceGroundBone;
ERootType TargetRootType{ERootType::RootZMinusGroundZ};
std::string TargetRootBone;
std::string TargetGroundBone;
std::vector<SoulIKRigChain> SourceChains;
std::vector<SoulIKRigChain> TargetChains;
std::vector<SoulIKRigChainMapping> ChainMapping;
};
// then create Asset with config
asset = createIKRigAsset(SoulIKRigRetargetConfig& config,
SoulSkeleton& srcsk, SoulSkeleton& tgtsk,
USkeleton& srcusk, USkeleton& tgtusk);
/////////////////////////////////////////////
// example config:
SoulIKRigRetargetConfig config;
config.SourceCoord = CoordType::RightHandZupYfront;
config.WorkCoord = CoordType::RightHandZupYfront;
config.TargetCoord = CoordType::RightHandYupZfront;
config.SourceRootType = ERootType::RootZMinusGroundZ;
config.TargetRootType = ERootType::RootZ;
config.SourceRootBone = "mixamorig:Hips";
config.SourceGroundBone = "mixamorig:LeftToe_End";
config.TargetRootBone = "Rol01_Torso01HipCtrlJnt_M";
config.TargetGroundBone = "Rol01_Leg01FootJnt_L";
//config.skipRootBone = true;
config.SourceChains = {
// name start end
// spine
{"spine", "Spine", "Thorax"},
// head
{"head", "Neck", "Head"},
//{"lleg", "LeftHip", "LeftAnkle"},
{"lleg1", "LeftHip", "LeftHip"},
{"lleg2", "LeftKnee", "LeftKnee"},
{"lleg3", "LeftAnkle", "LeftAnkle"},
//{"rleg", "RightHip", "RightAnkle"},
{"rleg1", "RightHip", "RightHip"},
{"rleg2", "RightKnee", "RightKnee"},
{"rleg3", "RightAnkle", "RightAnkle"},
//{"larm", "LeftShoulder", "LeftWrist"},
{"larm1", "LeftShoulder", "LeftShoulder"},
{"larm2", "LeftElbow", "LeftElbow"},
{"larm3", "LeftWrist", "LeftWrist"},
//{"rram", "RightShoulder", "RightWrist"},
{"rram1", "RightShoulder", "RightShoulder"},
{"rram2", "RightElbow", "RightElbow"},
{"rram3", "RightWrist", "RightWrist"},
};
config.TargetChains = {
// name start end
// spine
{"spine", "Rol01_Torso0102Jnt_M", "Rol01_Neck0101Jnt_M"},
// head
{"head", "Rol01_Neck0102Jnt_M", "Head_M"},
//{"lleg", "Rol01_Leg01Up01Jnt_L", "Rol01_Leg01AnkleJnt_L"},
{"lleg1", "Rol01_Leg01Up01Jnt_L", "Rol01_Leg01Up01Jnt_L"},
{"lleg2", "Rol01_Leg01Low01Jnt_L", "Rol01_Leg01Low01Jnt_L"},
{"lleg3", "Rol01_Leg01AnkleJnt_L", "Rol01_Leg01AnkleJnt_L"},
//{"rleg", "Rol01_Leg01Up01Jnt_R", "Rol01_Leg01AnkleJnt_R"},
{"rleg1", "Rol01_Leg01Up01Jnt_R", "Rol01_Leg01Up01Jnt_R"},
{"rleg2", "Rol01_Leg01Low01Jnt_R", "Rol01_Leg01Low01Jnt_R"},
{"rleg3", "Rol01_Leg01AnkleJnt_R", "Rol01_Leg01AnkleJnt_R"},
//{"larm", "Rol01_Arm01Up01Jnt_L", "Rol01_Arm01Low03Jnt_L"},
{"larm1", "Rol01_Arm01Up01Jnt_L", "Rol01_Arm01Up01Jnt_L"},
{"larm2", "Rol01_Arm01Low01Jnt_L", "Rol01_Arm01Low01Jnt_L"},
{"larm3", "Rol01_Hand01MasterJnt_L", "Rol01_Hand01MasterJnt_L"},
//{"rram", "Rol01_Arm01Up01Jnt_R", "Rol01_Arm01Low03Jnt_R"},
{"rram1", "Rol01_Arm01Up01Jnt_R", "Rol01_Arm01Up01Jnt_R"},
{"rram2", "Rol01_Arm01Low01Jnt_R", "Rol01_Arm01Low01Jnt_R"},
{"rram3", "Rol01_Hand01MasterJnt_R", "Rol01_Hand01MasterJnt_R"},
};
config.ChainMapping = {
// fk ik sourceChain targetChain
// spine
{true, false, "spine", "spine"},
// head
{true, false, "head", "head"},
// lleg
{true, false, "lleg1", "lleg1"},
{true, false, "lleg2", "lleg2"},
{true, false, "lleg3", "lleg3"},
// rleg
{true, false, "rleg1", "rleg1"},
{true, false, "rleg2", "rleg2"},
{true, false, "rleg3", "rleg3"},
// larm
{true, false, "larm1", "larm1"},
{true, false, "larm2", "larm2"},
{true, false, "larm3", "larm3"},
// rarm
{true, false, "rram1", "rram1"},
{true, false, "rram2", "rram2"},
{true, false, "rram3", "rram3"},
};better both source and target initial pose on tpose
but other initial pose also fine
rule: source inital pose == target initial pose
SoulIK::UIKRetargetProcessor ikretarget;
ikretarget.Initialize(&srcusk, &tgtusk, asset, false);
// type cast
IKRigUtils::SoulPose2FPose(inposes[frame], inposeLocal);
// coord convert
IKRigUtils::LocalPoseCoordConvert(tsrc2work, inposeLocal, srccoord, workcoord);
// to global pose
IKRigUtils::FPoseToGlobal(srcskm.skeleton, inposeLocal, inpose);
// retarget
std::vector<FTransform>& outpose = ikretarget.RunRetargeter(inpose, SpeedValuesFromCurves, DeltaTime);
// to local pose
IKRigUtils::FPoseToLocal(tgtskm.skeleton, outpose, outposeLocal);
// coord convert
IKRigUtils::LocalPoseCoordConvert(twork2tgt, outposeLocal, workcoord, tgtcoord);
// type cast
IKRigUtils::FPose2SoulPose(outposeLocal, outposes[frame]);develop maya plugin based on this lib
render the skeleton and animation so easy debug
version 1.1.4: 2023.5.24:
fix bug for linux and gcc
version 1.1.3: 2023.4.20:
python binding can assign python list to cpp std::vector
method1:
config.SourceChains.append(chain1)
config.SourceChains.append(chain2)
method2:
config.SourceChains = [chain1, chain2]
version 1.1.2: 2023.4.20
add linux build
version 1.1.1: 2023.4.20
fix animation jump: many float time inside one frame, interpolate by float alpha.
version 1.1.0: 2023.4.19
1. fix align tpose uskeleton to animation skeleton: bug during scale from root joint to world root different
2. python binding
version 1.0.4: 2023.4.14
1. update macos assimp lib
2. fix macos bug:
create createIKRigAsset targetBoneIndex error
SoulIKRetargetProcessor sort chain error:
std::sort(ChainPairsFK.begin(), ChainPairsFK.end(), ChainsSorter);
return A.TargetBoneChainName.compare(B.TargetBoneChainName) <= 0;
=>
return A.TargetBoneChainName.compare(B.TargetBoneChainName) < 0;
3. change /lib to /code
4. remove embedded assimp project if not -DEMBED_ASSIMP=ON
version 1.0.3: 2023.4.13
fix animation jump: quaternion not normalize.
version 1.0.2: 2023.4.12
fix flair to meta retarget: change coordtype and rootBoneName
add ERootType:
RootZ : height = root.translation.z
RootZMinusGroundZ : height = root.translation.z - ground.translation.z
Ignore : skip root retarget
version 1.0.1: 2023.4.12
input file: sourceAnimation sourceTPose targetAnimation targetTPose
need align tpose uskeleton to animation skeleton
add testcase struct
fix uskeleton coordtype convert
fix tpose and animation pose alignment
add macos support with release assimp lib
windows change assimp from debug to release
version 1.0.0: 2023.4.10: read source animation fbx file read source tpose fbx file read target meta fbx file
run retarget from source animation to target meta file
retarget config:
s1 to meta
flair to meta
this repo copy from https://github.com/EpicGames/UnrealEngine
path: Engine/Plugins/Animation/IKRig
I use glm to implement Unreal math, and keep coordinate system right hand, z up, y front
this is different with Unreal, which is left hand, z up, y front