DAD-3DHeads VS MonoScene

Compare DAD-3DHeads vs MonoScene and see what are their differences.

DAD-3DHeads

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022). (by PinataFarms)
3d-computer-vision 3d-face-alignment 3d-face-modelling 3d-face-reconstruction 3d-head 3d-reconstruction Computer Vision cvpr cvpr2022 Machine Learning papers-with-code Pytorch 3dmm Dataset face-alignment face-reenactment first-order-motion-model Flame head-pose-estimation
Source Code
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MonoScene

[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image (by astra-vision)
nyu-depth-v2 semantic-scene-completion semantic-scene-understanding single-image-reconstruction monocular 2d-to-3d semantic-kitti kitti-360 mayavi Pytorch Deep Learning Computer Vision cvpr22 cvpr2022 occupancy-prediction
Source Code
astra-vision.github.io
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DAD-3DHeads MonoScene
1 1
415 654
1.4% 2.3%
0.8 5.8
about 1 year ago about 1 month ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
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DAD-3DHeads

Posts with mentions or reviews of DAD-3DHeads. We have used some of these posts to build our list of alternatives and similar projects.

MonoScene

Posts with mentions or reviews of MonoScene. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing DAD-3DHeads and MonoScene you can also consider the following projects:

transfiner - Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

DeepViewAgg - [CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

3DDFA_V2 - The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

VoxFormer - Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

MICA - MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

3DDFA - The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

gangealing - Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

void-dataset - Visual Odometry with Inertial and Depth (VOID) dataset

EPro-PnP - [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

zozo-shift15m - SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts

DAD-3DHeads vs transfiner MonoScene vs DeepViewAgg DAD-3DHeads vs 3DDFA_V2 MonoScene vs VoxFormer DAD-3DHeads vs MICA MonoScene vs datasets DAD-3DHeads vs 3DDFA MonoScene vs gangealing DAD-3DHeads vs void-dataset MonoScene vs EPro-PnP DAD-3DHeads vs 6DRepNet DAD-3DHeads vs zozo-shift15m