Shypd.aiThe largest open index of AI toolsPoseCNN is an AI Agents & Automation tool that provides a Convolutional Neural Network for 6D object pose estimation. It estimates 3D translation by localizing an object's center and predicting its distance from the camera.
Trending
About
PoseCNN is a Convolutional Neural Network designed for 6D object pose estimation, particularly effective in cluttered scenes. Developed by Yu Xiang at RSE-Lab at the University of Washington and NVIDIA Research, this tool estimates an object's 3D translation by accurately localizing its center within an image and subsequently predicting its distance from the camera. Furthermore, it estimates the object's 3D rotation by regressing to a quaternion representation. The project is open-source, released under the MIT License, and provides resources for installation, training, and testing on datasets like YCB-Video. It requires a technical setup including TensorFlow, CUDA, and specific libraries like Pangolin and Boost.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
