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OpenMMLab Computer Vision
MMCV is a python library for CV research and supports many research projects such as object detection, segmentation, pose estimation, action ...
computer-vision object-detection 3d 3d-object-detection
PyTorch3D
FAIR's library of reusable components for deep learning with 3D data.
3d heterogeneous-batching batching differentiable-rendering
PIFuHD: High-Resolution 3D Human Digitization
This repository contains a pytorch implementation of "Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization".
human-digitization 3d pifudh cvpr-2020
Epipolar Transformers
Differentiable "epipolar transformer", which enables the 2D detector to leverage 3D-aware features to improve 2D pose estimation.
pose-estimation 3d epipoplar transformers
Shape and Viewpoint without Keypoints
Recover the 3D shape, pose and texture from a single image, trained on an image collection without any ground truth 3D shape, multi-view, camera ...
3d unsupervised-learning pascal-3d computer-vision
Unsupervised Learning of Probably Symmetric Deformable 3D Objects
A method to learn 3D deformable object categories from raw single-view images, without external supervision.
3d 3d-objects 3d-reconstruction unsupervised-learning
MediaPipe
Simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
object-detection face-detection hand-tracking 3d
Torch Points3D
Pytorch framework for doing deep learning on point clouds.
point-cloud-generation point-cloud pytorch 3d
3D Photography using Context-aware Layered Depth Inpainting
A multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view.
3d image-generation inpainting design
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