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NVIDIA / MinkowskiEngine

Star 2.3k

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network
  • Updated Mar 5, 2024
  • Python

google-research-datasets / Objectron

Star 2.2k

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box descri…

python machine-learning ai computer-vision deep-learning neural-network tensorflow augmented-reality pytorch dataset 3d 3d-reconstruction 3d-vision
  • Updated Jul 20, 2022
  • Jupyter Notebook

radekd91 / emoca

Star 642

Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild

computer-vision deep-learning pytorch face cvpr 3d-reconstruction 3d-graphics face-reconstruction face-alignment emotion-recognition 3d-vision 3d-face-alignment face-model 3d-face-reconstruction morphable-model pytorch-lightning flame-fitting
  • Updated May 1, 2024
  • Python

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