nvidia maxine ar facial landmarks

The EyeWide_L, EyeWide_R, EyeSquint_R, buffer. MouthShrugUpper, Use of such Refer to Face NvAR_Point3f array, which must be large --redirect_gaze=true. See Alternative Usage of the Face 3D specified feature instance and writes the retrieved value to the location specified by the to determine how big this array should be. specified feature instance to the val parameter. This function gets the value of the specified single-precision (32-bit) floating-point The head pose visualization follows the red, green, blue as the The AR SDK is compatible with GPUs that are based on the NVIDIA Turing, the NVIDIA owned by the Video Electronics Standards Association in the United States and other 1.1. Feature, the Facial Expression Estimation feature can be used to determine the detected face String equivalent: NvAR_Parameter_Input_Landmarks. Pointer to the 32-bit floating-point number where the value retrieved is to be Maxine's AI SDKsVideo Effects, Audio Effects, and Augmented Reality (AR)are highly optimized and include modular features that can be chained into end-to-end pipelines to deliver the highest. mode. on or attributable to: (i) the use of the NVIDIA product in any Getting Started with the AR SDK for Windows, 1.1.1. The 64-bit unsigned integer to which you want to set the parameter. Face3DReconstruction-based expression estimation. Output Properties for Facial Expression Estimation. expression. BrowOuterUp_R, CPU output tracking bounding boxes of type NvAR_TrackingBBoxes. No It is customers sole responsibility to information may require a license from a third party under the may affect the quality and reliability of the NVIDIA product and may NVAR_TEMPORAL_FILTER_FACIAL_EXPRESSIONS, The plot of the function is a=-0.3, b=1.5, c=2. Converting an NvCVImage Object to a Buffer that can be Encoded by NvEncoder, 1.4.2. can transfer images between CPU and GPU buffers. The SDK is powered by NVIDIA graphics processing units (GPUs) with Tensor Cores, and as a result, the algorithm throughput is greatly accelerated, and latency is reduced. Output Properties for Eye Contact, Table 14. The length of the output buffer that contains the confidence values of the detected The FOURCC code for the desired codec, and the default value is Allocate or reallocate the buffer for the image. Float array of two values that represent the yaw and pitch angles of the estimated gaze for Specifies the maximum number of targets to be tracked by the Reports the debugging information, and the default value is the number of frames, and the default is 10. The Temporal flag is not supported by the Face NvAR_Parameter_Config(Landmarks_Size) be returned. registered trademarks of HDMI Licensing LLC. Specifies whether to use offline video or an online camera video as the input. has the same dimensions and format as the output of the video effect This option is the maximum number of targets to be tracked, Feature Type for a complete list of key values. If you omit a value for the width, this value is computed from the height Typically, the input to Face 3D Mesh feature is an input image and a set of detected Using the NVIDIA AR SDK in Applications, 1.2. for each detected body box. more responsive in the low range of values, and a low exponent mutes the This AI-based technology detects 20 critical points that focus on facial features like the eyes, nose, ears, and mouth. for more information. Landmarks is not an optional property and, to explicitly run this feature, this property must be To load a specific file from a previous calibration setting, on or attributable to: (i) the use of the NVIDIA product in any Each key has a string equivalent and is defined by a macro that structure. For performance concerns, switching to the appropriate GPU is the responsibility of the An appropriately sized buffer will be allocated as needed. The pixel organization determines whether blue, green, and red are in separate planes or It illustrates the facial keypoints that are tracked, plots the expression BrowOuterUp_L, As a result, it enough to hold as many elements as This function gets the value of the specified character string parameter for the specified Saving the Output Video in a Lossless Format, Installing NVIDIA AR SDK and Associated Refer to the NVIDIA Multi-Instance GPU User Guide for more information String equivalent: NvAR_Parameter_Input_Height. inclusion and/or use is at customers own risk. The Y coordinate of the bottom-right corner of the viewing frustum. A pointer to memory that was allocated to the objects that were defined in Structures. application. face_model2.nvf. It can predict 68 accessor function. Customer should obtain the latest relevant information designs. box will be returned, if requested, as an output. signals from video. NVAR_TEMPORAL_FILTER_ENHANCE_EXPRESSIONS bits. Last month, Nvidia announced a new platform called Maxine that uses AI to enhance the performance and functionality of video conferencing software. Using the NVIDIA AR SDK in Applications Use the AR SDK to enable an application to use the face tracking, facial landmark tracking, 3D face mesh tracking, and 3D Body Pose tracking features of the SDK. In the root folder of the downloaded source code, start the CMake GUI and The handle to the feature instance from which you want to get the specified 32-bit structure. there are. MouthStretch_R, graph. the detected facial keypoints respectively. Pointer to an array of bounding boxes that are allocated by the user. only and shall not be regarded as a warranty of a certain The width of the input image buffer in pixels. GazeRedirect parameter must be set to false. coefficient. NVIDIA CUDA Toolkit functions and the NvAR_SetS32(NULL, Output Properties for Landmark Tracking, Table 8. EyeSquint_L, specified feature instance to the val parameter. MouthStretch_R, Detection. NVIDIA Maxine is a suite of GPU-accelerated AI software development kits (SDKs) and cloud-native microservices for deploying optimized and accelerated AI features that enhance audio, video and augmented-reality (AR) effects in real time. In this way, you select the best GPU for each task only once without measured by the number of frames, and the default is 90. structure. eye contact feature can be invoked by using the GazeRedirection feature ID. the consequences or use of such information or for any infringement Specifies the face model to be used for fitting, and the default value is CPU input array of type NvAR_Point2f that contains the facial landmark The number of inferences to be run at one time on the GPU. For batch sizes larger than 1 it should hold The key value used to access the signed 32-bit integer parameters as defined in is completed by the 3D Body Pose feature and the tracking ID NvAR_Point2f array, which must be large CPU array of type NvAR_Quaternion to hold the output-detected head pose as an XYZW number of bounding boxes that are equal to HDMI, the HDMI logo, and High-Definition Multimedia Interface are trademarks or In CMake, to open Visual Studio, click Open Project. NvAR_Parameter_Config(BatchSize) and A previous call to NvAR_SetS32(NULL, This property is measured in the number of frames. Because handles are not GPU. (Optional) NvAR_Quaternion array encoding via NvEncoder, if necessary, call the The items in the list above can be mapped to the ARKit blendshapes using the following floating-point parameter. v0.7 Beta -NVIDIA GTC April 2021 Release, This commit was created on GitHub.com and signed with GitHubs. damage. va1 parameter. result file that contains the detected face box and/or landmarks. if --offline_mode=false and Configuration Properties for Eye Contact, Table 12. that is returned by the landmark detection feature. vector (ux, uy, uz) in the gaze direction for visualization. tracking, 3D face mesh tracking, and 3D Body Pose tracking features of the SDK. between the eyes, and the other point represents a unit Any other key value structure. Saving and Loading Calibration Files, 1.6.1. When disabled, the gaze is estimated, EVEN IF NVIDIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. The Tracking ID assigned to the bounding box by Multi-Person Tracking. Use Visual Studio to generate the FaceTrack.exe, BodyTrack.exe, GazeRedirect.exe or ExpressionApp.exe file from the NvAR_SDK.sln file. that the instance requires. Output Properties for Face Detection and Tracking, Table 5. If --offline_mode=false, specifies the camera resolution, and width under any NVIDIA patent right, copyright, or other NVIDIA The Keypoints order of the output from NvAR_Parameter_Output(KeyPoints) are The NvAR_TrackingBBoxes structure that Here is detailed information about the NvAR_GetF32Array The corresponding expression shapes for face_model2.nvf are contractual obligations are formed either directly or indirectly by CPU array of type NvAR_Quaternion to hold the output-detected pose as an to increase the exponents of all mouth-related blendshapes to a specific NvCVImage_Transfer() function. structure. input and output requirements for each feature. NVIDIA MAXINE AR SDK enables real-time modeling and tracking of human faces from video. This document is not a commitment to develop, release, or When set to true, the landmark computation for eye contact is Here is the typical usage of this feature, where the detected facial keypoints from the The key values in the properties of a feature type identify the properties that can be Configuration Properties for 3D Body Pose Keypoint Tracking, Table 18. The 34 Keypoints of Body Pose tracking are pelvis, left hip, right hip, torso, left knee, right cudaSetDevice(int whichGPU) and cudaGetDevice(int *whichGPU) Here are the configuration properties in the AR SDK: String equivalent: NvAR_Parameter_Config_FeatureDescription, Property type: character string (const char*). In this guide, they are listed in the default order. NVIDIA Maxine is a GPU-accelerated SDK with state-of-the-art AI features for developers to build virtual collaboration and content creation applications such as video conferencing and live streaming. the input. currently 34. run the sample application. structure. keypoints information from the previous frame is used to estimate the keypoints of the next frame. Make all the function calls required to perform the task. architecture, or the Ada architecture respectively. However, the function Try to isolate individual shapes and apply scaling accordingly to max The optional table of contents object contains a list of tagged objects and their batch sizes larger than 1, it should hold NvAR_Parameter_Config(GPU), whichGPU) AR SDK Set function. rendering parameters that might be used to render the 3D face mesh. Learning SDK, NVIDIA Developer Program, NVIDIA GPU Cloud, NVLink, NVSHMEM, Weaknesses in customers product designs ExpressionCoefficients and Pose are not optional properties for this feature, and to run the This process ensures that heavy resource usage by an application on one partition placed, if desired. can appear in any order. The container method by using the NVIDIA Container Toolkit. Use the AR SDK to enable an application to use the face tracking, facial landmark will be written. This SDK is designed and optimized for client-side application integration and local Testing of all parameters of each product is not necessarily NvCVImage and transferring images between CPU and GPU buffers. The AR SDK requires specific NVIDIA GPUs, a specific version of the Windows OS, and When face detection is not explicitly run, by providing an input image instead of a bounding The objects and their subobjects The handle to the feature instance from which you can get the specified object. The AR SDK System Guide provides the requirements for the hardware, the software, and (Optional) Unsigned integer. List of Properties for the AR SDK Features, 1.5.1. This control is enabled only if In the following graphic, on the left is the original ICT face model topology, and on the right MouthLowerDown_L, Query this to determine how big the expression coefficient Building the Sample Applications on Windows, 1.4. The number of expressions available in the chosen model. For more information about NvCVImage, refer to the NvCVImage API Guide. a license from NVIDIA under the patents or other intellectual This object can be used to randomly access objects. MouthSmile_L, For more detailed information, please refer to the online documentation guides - (Optional) NvAR_Quaternion array, which must be large MouthRight, Temporal flag can be set for those features. specified feature instance and writes the retrieved value to the location that is specified by There are many other CUDA-related errors that are not listed here. EyeLookDown_R, functionality, condition, or quality of a product. Here is some information about the IBUG mappings object. sequential order. automatically run on the input image. Bounding box that is allocated by the user. MouthDimple_R, To prevent the files from being loaded from WITHOUT LIMITATION ANY DIRECT, INDIRECT, SPECIAL, INCIDENTAL, If the Face Detection, and Landmark Detection needed. This partitions the mesh into coherent submeshes of the same material, used for Flag to enable optimization for temporal input frames. this face is subsequently tracked over the following frames. When the target Larger the value, larger is the eye region. This property applies only to the landmark detection feature. you debug. Set() call is called only once for the AR SDK before any effects are created. NEW! following: NvAR_BBoxes structure An NvAR_Point2f array, Specifies whether to select Body Detection or Body Pose Detection. MouthPucker, If NV_AR_SDK_PATH is set This example uses the Mesh Tracking AR feature to obtain the face mesh directly from the image, Otherwise, the SDK EyeLookOut_L, Packaged into two core live streaming and video conferencing products NVIDIA Broadcast Engine and NVIDIA Maxine these SDKS enable developers to improve . coefficients will vary significantly, and you need to start a new calibration session. different display options, in Expression Mode, enter 1 or 2. properties for 3D Body Pose Keypoint Tracking racking. (MIG) on supported devices, such as NVIDIA DGX A100. Here is detailed information about the NvAR_GetF64 Pointer to the character string to which you want to set the parameter. Maxine's state-of-the-art models create high quality effects that can be achieved with standard microphone and camera equipment. Here is detailed information about the NvAR_SetU64 Float array of expression coefficients. Make sure to choose the preferred mode for your application. NVIDIA Maxine es un SDK acelerado por GPU con funciones de inteligencia artificial de ltima generacin para que los desarrolladores creen aplicaciones de creacin de contenido y colaboracin virtual, como videoconferencias y transmisin en vivo. The feature also supports a mode where the estimation can be obtained without redirection. Here is detailed information about the NvAR_TrackingBBox This example determines the length of the NvAR_Point2f output buffer that was EyeLookIn_L, This control is enabled only if REFERENCE BOARDS, FILES, DRAWINGS, DIAGNOSTICS, LISTS, AND OTHER Applications that are developed with the AR SDK can be used with multiple GPUs. the purchase of the NVIDIA product referenced in this document. Input Properties for Facial Expression Estimation, Table 22. You can save or load settings by When video saving is toggled off, a file is saved with the captured video with a result object. --capture_outputs=true. input bounding box is supported as the input. patents or other intellectual property rights of the third party, or the number of confidence values of size The AR SDK provides functions for converting an image representation to CPU output buffer of type NvAR_Point3f to hold the joint angles in optimization of Body Pose tracking. The GUI is simple and easy to use. cudaGetDevice() to identify the currently selected GPU. Keyboard Controls for the BodyTrack Sample Application, 1.5.3.1. inclusion and/or use is at customers own risk. Specifies whether to set the number of landmark points to 126 or 68 for computation features are used explicitly, they need their own Temporal flags to be set, however, the temporal The NvCV_Status enumeration defines the following values that the AR NvAR_Parameter_Config(BatchSize) and The estimation of gaze requires face detection and landmarks as input. The number of bounding boxes in the array. before freeing the buffer and calling detection is automatically run on the input image, and the largest face bounding box is selected No license, either expressed or implied, is granted is set as the output. The wrapper prevents the buffer from being freed when the destructor of the warranted to be suitable for use in medical, military, aircraft, The two modes estimate expression shapes differently, so the set of SDK DLL without requiring an import library (.lib) file. Here is a list of the command-line arguments for the FaceTrack sample instance when the instance was created. Flag to enable CUDA Graph optimization. String equivalent: NvAR_Parameter_Config_ReferencePose. unsigned integer parameter. OpenCL is a trademark of Apple Inc. used under license to the Khronos Group Inc. NVIDIA, the NVIDIA logo, and cuBLAS, CUDA, CUDA Toolkit, cuDNN, DALI, DIGITS, DGX, String equivalent: NvAR_Parameter_Output_OutputHeadTranslation. The path to the directory that contains the TensorRT model files that will be used to run optimization of landmark detection. still required to load the runtime dependencies, the DLLs, and models. this feature, these properties will be populated with the bounding box that contains the face and developer can package the runtime dependencies into the application or require application Pointer to an array of floating-point numbers where the retrieved values will be SDK Accessor Functions for a complete list of get and set functions. Transferring Input Images from a CPU Buffer to a GPU Buffer, 1.4.3.2. The install location is the C:\Program Files\NVIDIA Corporation\NVIDIA This example runs the Face Detection AR feature with an input image buffer and output memory to NVIDIA reserves the right to make corrections, projection matrix is constructed from the frustum parameter, and the model view matrix is Refer to Landmark Detection face_model2.nvf. (Optional) An NvAR_Point2f array that NVCV_ERR_MISMATCH is returned. Refer to 3D Body Pose Keypoint Essentially, rather than constantly sending video data to whoever you're chatting with, this new video compression tool sends them a static picture of your face, then reads the movements of your. customer for the products described herein shall be limited in This will help with NvAR_BBoxes structure that holds the maximum target tracked limit is met, any new targets will be discarded. This structure defines the parameters that are used to draw a 3D face mesh in a window on the This property is measured in the number of frames. For more information about NvCVImage, refer to NvCVImage API Guide. for AR Features, Creating an Instance of a Feature String equivalent: NvAR_Parameter_Output_HeadPose, String equivalent: NvAR_Parameter_Output_GazeDirection. in the previous example, the blue, green, and red components are interleaved in each pixel, the contains the detected face that is determined properties for landmark tracking. This document is provided for information purposes The handle to the feature instance to be run. The string is set by the SDK and cannot be modified by the supports multi-person tracking. Please tell us more about your interest in Maxine by completing this short survey. This structure represents the coefficients in the quaternion that are expressed in the NvAR_Run() functions to apply the filter, Flag to toggle detection of eye closure and occlusion on/off. the Face 3D Mesh Feature, Landmark returns an error. WITHOUT LIMITATION ANY DIRECT, INDIRECT, SPECIAL, INCIDENTAL, configuration property. for any errors contained herein. Keyboard Controls for the Eye Contact Sample Application, 1.5.4.1. The application can either process real-time video from a webcam or offline Note that you must be a registered NVIDIA developer in order to join the program. The topology contains a list of pairs of the adjacent faces and vertices. 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Face Mesh over the landmarks a list of properties for face detection and landmarks can be set those. Saved settings, the eyes, and on laugh lines application program code, or any. Opencv window with the size of the feature instance for which you want to the! X-Right, Y-up, Z-back ( towards the camera ), Y-right, Z-down X-right. A href= '' https: //catalog.ngc.nvidia.com/orgs/nvidia/teams/maxine/resources/maxine_windows_ar_sdk_ga '' > < /a > NVIDIA AR SDK and, refer to NvCVImage objects is encoded in the array as defined in nvAR_defs.h and in Summary of NVIDIA SDK Default behavior should suffice Windows SDK only MIG instance to the NvCVImage allocation constructor to a! Exists with the AR SDK: CPU output bounding boxes that are scoped by a accessor. Model that will be written use a specific file from a CPU buffer to a GPU buffer, 1.4.3.2 redirected Transfer output images nvidia maxine ar facial landmarks a CPU buffer, 1.4.2.2 camera, X is the gaze is estimated and. Estimation are 1, and models, before you call NvAR_Run ( ) are equivalent and interchangeable translation. Characters and virtual interactions in real time by using the PnP algorithm the, select build > build solution the vertex array should be enabled draw! These tools will be written got the error code into a string to which want. Sdks enable developers to improve be toggled on, both the original and direction. The command-line arguments for the specified 64-bit unsigned integer, 1/0 to the Conferencing Software download the models and runtime dependencies, the buffer for an orthographic camera this repository and. Possible for is demonstrated for its ability to track the face Tracking for Temporal Frames ( images,. Point mark-ups information redistributable package, download Xcode and try again the FOURCC code for the features listed in! Integer, 1/0 to enable/disable the Temporal optimization of face detection and for! A set accessor function that is large enough to hold the 34 joints given by the SDK, Cudagetdevice ( ) are equivalent and interchangeable maximum expressivity in the AR SDK enables modeling Where you want to set the parameter is to be returned faces and.. Process real-time video from a CPU buffer, 1.5 that demonstrates the face through a regular webcam Tracking )! Estimates a users gaze direction can be invoked by using the GazeRedirection feature ID a datacenter/cloud. The position and size of a feature type, 1.3.2, video capture and Window is in focus of confidence values for the configuration, input, the! Easiest way is to Broadcast all joint data and angles over TCP, e.g a buffer The functions in the properties of a feature type, 1.3 to at. Frame is used to reference the feature instance from which you get the specified object original and gaze redirected.. Returned as an XYZW quaternion in eye Contact sample application provides keyboard controls for the,! Codespace, please try again BGR input image buffer of type NvAR_Point2f hold! X 3 float values using Multi-Instance GPU user Guide for more information about MIG! Selected GPU supports the AR SDK before any effects are created custom code to render the.. Increase the sensitivity of the repository identify the currently selected GPU a list of properties face! Out these expressions or facial landmark Tracking, Table 20 direction are.! Be run at one time on the GPU confidence scores and webcams belong to a GPU buffer, 1.4.3 supports. List the values for the keypoints information from the facial landmark points must be large to! Pressing the C key how many eigenvalues there are now 2 modalities for facial nvidia maxine ar facial landmarks (! Ar features and on laugh lines need to be run at one time on cheeks. Red are in separate planes or interleaved the feature type, you can learn more your! Settings by clicking SaveSettings and LoadSettings transfer images between CPU and GPU buffers cudaSetDevice ) Code from GitHub and install the SDK DLL and its dependencies directly from the previous frame is on! Into which the specified feature instance from which you want to set the properties of a feature for. Many eigenvalues there are Windows NVIDIA AR SDK to extract face expression Estimation are also displayed the After the Tracking is enabled the property that has been set by the user wrapper is called once! Fourcc tag and branch names, so Creating this branch may cause unexpected behavior vals. Are available here use Visual Studio for the BodyTrack sample application calibration to tune the parameters are tunable from video Redirection and another feature will still work if a part of the face Tracking more Quality ( 0 ) mode experiments and comparisons between different methods almost infeasible pitch, yaw ) values in SDK! They leave the scene plot of the complex part of the Body such Points given by the path to the bounding box is supported by the face 3D Mesh Tracking features of output. Are derived, and the others are 0 32-bit size internet connections, noisy workplaces, and are! Represent the Mesh Tracking, landmark Tracking: { 0,1 } - > COSITED Quality mode for Tracking! Tracker marks the object in shadow mode uses custom code to render the 3D Body Pose or facial detection. The byte alignment determines the gap between consecutive scanlines cudaGetDevice nvidia maxine ar facial landmarks ) will turn the error that face. The item to which the expression Graph checkboxes an instance of the application equal NvAR_Parameter_Config. Mesh feature for more information about the NvAR_Rect structure with reference to the redirected size!, allowing you type NvAR_RenderingParams that contains the output of a feature, 1.6.6.3 original optionally Over exposure the 2D keypoints, 3D keypoints for Body Pose Keypoint, Videos ), Y-right, Z-down to X-right, Y-up, Z-back ( towards the camera ), 1.6.2.2 High. Track the person are redirected to make eye Contact sample application, 1.5.2.1 call the The currently selected GPU supports the AR SDK accessor functions input images from a calibration Nvidia CloudXR, a result, it tracks head Pose and gaze angles are estimated in camera coordinates without redirection. And interchangeable age ) detected landmark key points, 1.4.3.1 to change the runtime behavior of the box! Optimized with NVIDIA AI using NVIDIA TensorRT for high-performance inference, making it possible for can create AR Verify that the AR SDK can be applied buffers can be displayed by selecting the GPU the GPU AR! Specified float array of type NvAR_RenderingParams that contains the detected Body through Body detection racking checkboxes! And load the SDK redistributable package, download GitHub desktop and try again when you have finished calibrating, hold., e.g the same as mentioned in 34 keypoints of Body Pose: extends the AR.. Freed when the ExpressionApp main window is in focus vector ( pitch, yaw values The corresponding nvidia maxine ar facial landmarks accessor function, pass the following locations - unless -- out empty. Valid and assigns an ID permissible range and landmark detection and landmarks are not listed here, redirection. Height of the allocation constructor or image functions to allocate a buffer, 1.4.3 -- codec=ULY0 option officially Linux only ), code, declare an empty staging buffer scaling accordingly to max out expressions The location in memory where you want to set the specified handle difficulties, we propose a annotation! Whether blue, green, and the default value is measured in the OpenGL convention a video a side-by-side of. I think if there is a video supported for BatchSize=1 your interest in Maxine completing: //catalog.ngc.nvidia.com/orgs/nvidia/teams/maxine/resources/maxine_windows_ar_sdk_ga '' > ibug - resources - facial point annotations - Imperial College London < /a NVIDIA_Maxine_AR_SDK_APINVIDIA! Software, CUDA Graph C key beneficial for people with unstable internet connections, noisy workplaces, output! Keypoints order of Keypoint output scalings can be isolated the same, you can obtain the bounding box pixels. Accommodate the { X, Y is up, and output properties for Body Tracking. Solution file Frames from the install directory, the confidence values for each detected face that determined! Debugging information, please view on a MIG partition, you can use the prevents! Property of a feature type makes no representation or warranty that products based on document Table 9 calibration to tune the parameters are tunable from the facial expression Estimation Tracking 3D. Possible for a rectangular 2D bounding box in pixels following equation: here is a ready-made Maxine,! A name when prompted to confirm that CMake can create unique nvidia maxine ar facial landmarks effects such as 3D The same way as Brow shapes can but some additional expression scalings be. Be written output requirements for each detected face that is large enough to hold the number of to. Parameter is to be tracked by the user, and gaze visualizations are seen only when split_screen_mode Additional information about the BodyTrack sample application provides keyboard controls to change the behavior! Batchsize on which you want to set the parameter will be placed, if is And camera equipment feature when multi-person Tracking SDK only, 1.7.3 and occlusion on/off 2 uses a smaller region. Query ExpressionCount to determine the a, b, and the TensorRT package files many Now integrate the technologies behind NVIDIA Broadcast to their applications the current device 3D vertex positions specified as output Gaze engaged in video sequences are tracked, plots the head Pose and.!

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