VoxFormer VS MonoScene

Compare VoxFormer vs MonoScene and see what are their differences.

VoxFormer

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight] (by NVlabs)
3d-scene-understanding Artificial intelligence autonomous-driving autonomous-vehicles Computer Vision semantic-scene-completion vision-transformer 3d-perception occupancy-grid-map Machine Learning voxel-proceessing 2d-to-3d Deep Learning semantickitti
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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VoxFormer MonoScene
2 1
973 655
2.4% 2.4%
6.9 5.8
6 months ago about 1 month ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

VoxFormer

Posts with mentions or reviews of VoxFormer. 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 VoxFormer and MonoScene you can also consider the following projects:

fiftyone - The open-source tool for building high-quality datasets and computer vision models

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"

Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

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).

PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

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

Kornia - Geometric Computer Vision Library for Spatial AI

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

Autonomous-car - Autonomous car using ESP32.

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

VoxFormer vs fiftyone MonoScene vs DeepViewAgg VoxFormer vs Serpent.AI MonoScene vs DAD-3DHeads VoxFormer vs PixelLib MonoScene vs datasets VoxFormer vs Kornia MonoScene vs gangealing VoxFormer vs Autonomous-car MonoScene vs EPro-PnP