habitat-sim VS gazebo-classic

Compare habitat-sim vs gazebo-classic and see what are their differences.

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habitat-sim gazebo-classic
5 22
2,361 1,133
3.4% 2.2%
8.7 6.9
3 days ago 14 days ago
C++ C++
MIT License GNU General Public License v3.0 or later
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.

habitat-sim

Posts with mentions or reviews of habitat-sim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.
  • Break into CV with background in biological vision and neuroscience
    1 project | /r/computervision | 30 Dec 2022
    Spot on! I think you grasped the general idea. During some of my 3d studies, I collected data about hand movements, eye movements and navigation paths within scenes, which could potentially be used for training data in robots (e.g. to train robot arm-suction grip, visual input and navigation respectively). I see projects like this https://aihabitat.org/, where my research seems quite relevant.
  • Virtual environment frameworks
    1 project | /r/reinforcementlearning | 28 Dec 2022
    I need an easy to set up simulation of a 3d environment and I was wondering what you guys are using. Something like https://aihabitat.org/ . It already comes with rich visuals, which is quite important in my case and it works out of the box so I don't need to waste time developing my own models and graphics. Unfortunately habitat ai doesn't work on windows. Are there some alternatives?
  • [D] Have we stopped researching agents?
    1 project | /r/MachineLearning | 28 Apr 2022
  • [D] Looking for open source projects to contribute
    15 projects | /r/MachineLearning | 9 Jan 2022
    There are plenty of them out there. I spend a lot of time contributing to open source projects like Habitat-Sim https://github.com/facebookresearch/habitat-sim and Habitat-Lab https://github.com/facebookresearch/habitat-lab which have a ton of open issues and code maintaince stuff that we would welcome contributions of.
  • [R] Best drone simulator for ML purposes
    1 project | /r/MachineLearning | 16 Jun 2021
    With some hacks it is pretty easy to get drones working in Habitat-Sim: https://github.com/facebookresearch/habitat-sim

gazebo-classic

Posts with mentions or reviews of gazebo-classic. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-11.

What are some alternatives?

When comparing habitat-sim and gazebo-classic you can also consider the following projects:

carla - Open-source simulator for autonomous driving research.

webots - Webots Robot Simulator

bootcamp - Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Unity-Robotics-Hub - Central repository for tools, tutorials, resources, and documentation for robotics simulation in Unity.

nn - 🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator.

docarray - Represent, send, store and search multimodal data

gz-sim - Open source robotics simulator. The latest version of Gazebo.

habitat-lab - A modular high-level library to train embodied AI agents across a variety of tasks and environments.

Blender-FLIP-Fluids - The FLIP Fluids addon is a tool that helps you set up, run, and render high quality liquid fluid effects all within Blender, the free and open source 3D creation suite.

redtail - Perception and AI components for autonomous mobile robotics.

moveit - :robot: The MoveIt motion planning framework