I’m testing YOLOv8n-pose models that share the exact same architecture, input size, hardware (GPU), framework, batch size, and precision settings. The only difference between them is the trained ...
I'm currently working on a full pipeline to estimate the pose of industrial metal objects on a conveyor using Megapose. For that I'm using a camera with a resolution of 1280x1024px. The pipeline ...
I'm using cv2.solvePnP for a project. To check if the returned rotation and translation vectors are somewhat accurate, I call cv2.projectPoints on object points, but every projected point except one ...
I am working on a project to use the iPhones lidar sensor for SLAM. I am trying to get GTSAM working for loop closure and I am somehow messing up the factors or frame transformations.First I take in ...
I am trying to run inference using the TFLite model of multipose-lightning-tflite-float16 distributed by movenet.https://www.kaggle.com/models/google/movenet/tfLiteHowever, this model cannot be used ...
I am trying to do a hand-in-eye calibration.OpenCV Hand-Eye CalibrationIn my case, I am looking for the relative transformation between a MoCap point mounted on my robot arm, usually this would be ...
I am trying to use pnp algorithm to compute the pose of a camera which has a low fov (15 degree). The calibrated intrinsic parameters(focal length and center location) match the expected values fairly ...
I am trying to get pose estimation of the front face of the box (image below) using only the minimum number of points (i.e 4) by using opencv cv2.solvePnPRansac.Here are my inputs:The 2D pixel ...
I'm currently working on implementing the LINE-MOD (Local INdependent MOdels) algorithm for real-time detection of texture-less 3D objects in cluttered environments. I came across the original LINE-...
I’m building an AR application where I need to estimate the pose of a physical object and overlay a 3D model of the same object on top of it, with tracking.I’m considering using SIFT (Scale-Invariant ...
Im trying to implement yolo11n-pose_float16.tflite model to Android Kotlin project. But I cant get correct keypoints on output because there is something I did wrong. I want to draw only the skeleton ...
I'm working on my master's thesis, which involves tracking singing poses to provide feedback on posture. Specifically, I am using pose images, such as those derived from keypoint detection models like ...
tflite_flutter_helper package has been discontinued, which had provided functions to facilitate pre-processing of camera image before feeding it into the tflite model to run pose estimations. My code ...
I'm trying to use the Gigapose library (https://github.com/nv-nguyen/gigapose) for pose estimation of an object on a 2D RGB image using an STL mesh model. I've set up the environment, but I'm stuck on ...