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How to get the 6D Pose knowing the 3D CAD model and 2DImage of the object?

Hi

I have the 3D CAD Model of the Object Its a simple Box without texture. The image of the object is like this Box

I would like to get the 6D Pose of the box while the camera is swinging. I know can use solvePnP but for my application, the object is in a fixed position the scene and the camera is swinging(moving). Would be possible to track the object and get the 6D pose in real-time? what is the update rate of the algorithm? Any code I can start with? Also, can I get the error of the position and the orientation, I mean the difference between the ground truth and the estimated 6D pose?

Thanks

How to get the 6D Pose knowing the 3D CAD model and 2DImage of the object?

Hi

I have the 3D CAD Model of the Object Its a simple Box without texture. The image of the object is like this Box

I would like to get the 6D Pose of the box while the camera is swinging. I know can use solvePnP but for my application, the object is in a fixed position the scene and the camera is swinging(moving). Would be possible to track the object and get the 6D pose in real-time? what is the update rate of the algorithm? So, the 3D CAD model must be in YAML format or any other format works?

Any code I can start with? Also, can I get the error of the position and the orientation, I mean the difference between the ground truth and the estimated 6D pose?

Thanks Thanks

How to get the 6D Pose knowing the 3D CAD model and 2DImage of the object?

Hi

I have the 3D CAD Model of the Object Its a simple Box without texture. The image of the object is like this Boxthis: Box

I would like to get the 6D Pose of the box while the camera is swinging. I know can use solvePnP but for my application, the object is in a fixed position the scene and the camera is swinging(moving). Would be possible to track the object and get the 6D pose in real-time? what is the update rate of the algorithm? So, the 3D CAD model must be in YAML format or any other format works?

Any code I can start with? Also, can I get the error of the position and the orientation, I mean the difference between the ground truth and the estimated 6D pose?

Thanks