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OpenCV VS LMMS

Compare OpenCV VS LMMS and see what are their differences

LibHunt
LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured
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OpenCV logo OpenCV

OpenCV is the world's biggest computer vision library

LMMS logo LMMS

Make music with a free, cross-platform tool
  • OpenCV Landing page
    Landing page //
    2023-07-29
  • LMMS Landing page
    Landing page //
    2021-10-06

OpenCV features and specs

  • Comprehensive Library
    OpenCV offers a wide range of tools for various aspects of computer vision, including image processing, machine learning, and video analysis.
  • Cross-Platform Compatibility
    OpenCV is designed to run on multiple platforms, including Windows, Linux, macOS, Android, and iOS, which makes it versatile for development across different environments.
  • Open Source
    Being open-source, OpenCV is freely available for use and allows developers to inspect, modify, and enhance the code according to their needs.
  • Large Community Support
    A large community of developers and researchers actively contributes to OpenCV, providing extensive support, tutorials, forums, and continuously updated documentation.
  • Real-Time Performance
    OpenCV is highly optimized for real-time applications, making it suitable for performance-critical tasks in various industries such as robotics and interactive installations.
  • Extensive Integration
    OpenCV can easily be integrated with other libraries and frameworks such as TensorFlow, PyTorch, and OpenCL, enhancing its capabilities in deep learning and GPU acceleration.
  • Rich Collection of examples
    OpenCV provides a large number of example codes and sample applications, which can significantly reduce the learning curve for beginners.

Possible disadvantages of OpenCV

  • Steep Learning Curve
    Due to the vast array of functionalities and the complexity of some of its advanced features, beginners may find it challenging to learn and use effectively.
  • Documentation Gaps
    While the documentation is extensive, it can sometimes be incomplete or outdated, requiring users to rely on community forums or external sources for solutions.
  • Resource Intensive
    Some functions and algorithms in OpenCV can be quite resource-intensive, requiring significant processing power and memory, which can be a limitation for low-end devices.
  • Limited High-Level Abstractions
    OpenCV provides a wealth of low-level functions, but it may lack higher-level abstractions and frameworks, necessitating more hands-on coding and algorithm development.
  • Dependency Management
    Setting up and managing dependencies can be cumbersome, especially when integrating OpenCV with other libraries or on certain operating systems.
  • Backward Compatibility Issues
    With frequent updates and new versions, backward compatibility can sometimes be problematic, potentially breaking existing code when updating.

LMMS features and specs

  • Cost
    LMMS is free and open-source software, making it accessible for anyone without the need for purchasing licenses.
  • Cross-Platform
    LMMS runs on multiple operating systems, including Windows, Mac, and Linux, providing flexibility for users regardless of their platform.
  • User Community
    Being open-source, LMMS has a strong and active user community that contributes to its development and offers support via forums and online resources.
  • Plugins and VST Support
    LMMS supports various plugins and VST instruments, allowing users to extend its functionality with third-party tools.
  • Built-In Instruments and Samples
    LMMS comes with a variety of built-in instruments, effects, and sample libraries, offering immediate resources for music creation.
  • MIDI Compatibility
    LMMS is compatible with MIDI keyboards and controllers, enabling hands-on control and easier music production.

Possible disadvantages of LMMS

  • User Interface
    While functional, the user interface of LMMS may be considered less intuitive and dated compared to other professional DAWs, potentially leading to a steeper learning curve.
  • Stability
    As an open-source project, LMMS may face stability issues or bugs, particularly when using some third-party plugins or VSTs.
  • Limited Advanced Features
    LMMS may lack some advanced features that professional musicians and producers expect, such as more intricate audio manipulation tools and advanced mixing capabilities.
  • Less Industry Adoption
    LMMS is less commonly adopted in the professional music industry compared to other DAWs like Ableton Live, FL Studio, or Logic Pro, which might limit collaboration opportunities.
  • Documentation
    Although there is community support, official documentation and tutorials may not be as comprehensive or professional as those available for commercial DAWs.

Analysis of OpenCV

Overall verdict

  • Yes, OpenCV is considered a good and reliable choice for computer vision tasks, particularly due to its extensive functionality, active community, and flexibility.

Why this product is good

  • OpenCV (Open Source Computer Vision Library) is widely regarded as a robust and versatile library for computer vision applications. It offers a comprehensive collection of functions and algorithms for image processing, video capture, machine learning, and more. Its open-source nature encourages community involvement, making it highly adaptable and continuously improving. OpenCV's cross-platform support and ease of integration with other libraries and languages further enhance its appeal.

Recommended for

  • Developers and researchers working on computer vision projects
  • People looking to implement real-time video analysis
  • Individuals exploring machine learning applications related to image and video processing
  • Anyone interested in experimenting with or learning computer vision concepts

Analysis of LMMS

Overall verdict

  • LMMS is considered a good option for those starting out in music production or for individuals looking for a free and capable DAW. While it may not have all the advanced features of some commercial DAWs, its open-source nature and active community support make it a strong contender in the audio production space.

Why this product is good

  • LMMS (Linux MultiMedia Studio) is an open-source digital audio workstation that is popular among music producers for its cost-effectiveness and versatility. It offers a wide range of features, including MIDI support, synthesizers, and a variety of built-in instruments and effects. It is known for its ability to handle complex compositions and for providing a platform for both amateurs and experienced musicians to explore music production. Additionally, it runs on multiple operating systems, including Linux, Windows, and macOS, making it accessible to a broad audience.

Recommended for

    LMMS is recommended for beginners in music production, hobbyists, and anyone looking for a cost-effective solution to create and edit music. It's also suitable for those who prefer open-source software and those interested in experimenting with music production without making a financial investment.

OpenCV videos

+ Add

AI Courses by OpenCV.org

More videos:

  • Review - Practical Python and OpenCV

LMMS videos

+ Add

Review LMMS 2020 - BEST or WORST for beginners?? Free DAW

More videos:

  • Review - I Tried Making a Beat in LMMS !
  • Review - LMMS 1.2 is FINALLY HERE!

Category Popularity

0-100% (relative to OpenCV and LMMS)

OpenCV

LMMS

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Audio & Music
0 0%
Audio & Music
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Audio
0 0%
Audio
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare OpenCV and LMMS

OpenCV Reviews

7 Best Computer Vision Development Libraries in 2024
From the widespread adoption of OpenCV with its extensive algorithmic support to TensorFlow's role in machine learning-driven applications, these libraries play a vital role in real-world applications such as object detection, facial recognition, and image segmentation.
Source: www.labellerr.com
10 Python Libraries for Computer Vision
OpenCV is the go-to library for computer vision tasks. It boasts a vast collection of algorithms and functions that facilitate tasks such as image and video processing, feature extraction, object detection, and more. Its simple interface, extensive documentation, and compatibility with various platforms make it a preferred choice for both beginners and experts in the field.
Source: clouddevs.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
OpenCV is an open-source computer vision and machine learning software library that was first released in 2000. It was initially developed by Intel, and now it is maintained by the OpenCV Foundation. OpenCV provides a set of tools and software development kits (SDKs) that help developers create computer vision applications. It is written in C++, but it supports several...
Source: www.uubyte.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
These are some of the most basic operations that can be performed with the OpenCV on an image. Apart from this, OpenCV can perform operations such as Image Segmentation, Face Detection, Object Detection, 3-D reconstruction, feature extraction as well.
Source: neptune.ai
5 Ultimate Python Libraries for Image Processing
Pillow is an image processing library for Python derived from the PIL or the Python Imaging Library. Although it is not as powerful and fast as openCV it can be used for simple image manipulation works like cropping, resizing, rotating and greyscaling the image. Another benefit is that it can be used without NumPy and Matplotlib.
Source: towardsdatascience.com

LMMS Reviews

Best FL Studio Alternatives In 2022
If you’re someone who is looking for a free option and you are familiar with FL Studio, I highly recommend checking out LMMS. While it LMMS doesn’t have every feature FL Studio does, it does offer many of the traditional features.
Source: keyboardkraze.com
Top 10 LMMS Alternatives and Similar Software
The software LMMS is for those who are musically inclined. It helps you create music. We share with you brief details of LMMS alternatives. You can try them out for a new experience of creating music. Coming back to LMMS, the best thing about it is that it’s completely free. Hosted on GitHub, it’s an open-source digital audio workstation (DAW) that works on several operating...
Source: www.winosbite.com
Best LMMS Alternatives 2017
Alternatives to LMMS 2017: LMMS is a free cross-platform alternative to profit making programs like Minor FL Studio icon FLStudio, which permit you to harvest music with your computer. This comprises the creation of tunes and beats, the synthesis and involvement of sounds, and positioning of samples. You can consume fun with your MIDI-keyboard and much extra, all in a...
Source: www.bestreviews2017.com

Social recommendations and mentions

Based on our record, LMMS should be more popular than OpenCV. It has been mentiond 98 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

OpenCV mentions (60)

  • Grasping Computer Vision Fundamentals Using Python
    To aspiring innovators: Dive into open-source frameworks like OpenCV or PyTorch, experiment with custom object detection models, or contribute to projects tackling bias mitigation in training datasets. Computer vision isn’t just a tool, it’s a bridge between the physical and digital worlds, inviting collaborative solutions to global challenges. The next frontier? Systems that don’t just interpret visuals, but... - Source: dev.to / about 1 month ago
  • Top Programming Languages for AI Development in 2025
    Ideal For: Computer vision, NLP, deep learning, and machine learning. - Source: dev.to / about 2 months ago
  • Why 2024 Was the Best Year for Visual AI (So Far)
    Almost everyone has heard of libraries like OpenCV, Pytorch, and Torchvision. But there have been incredible leaps and bounds in other libraries to help support new tasks that have helped push research even further. It would be impossible to thank each and every project and the thousands of contributors who have helped make the entire community better. MedSAM2 has been helping bring the awesomeness of SAM2 to the... - Source: dev.to / 6 months ago
  • 20 Open Source Tools I Recommend to Build, Share, and Run AI Projects
    OpenCV is an open-source computer vision and machine learning software library that allows users to perform various ML tasks, from processing images and videos to identifying objects, faces, or handwriting. Besides object detection, this platform can also be used for complex computer vision tasks like Geometry-based monocular or stereo computer vision. - Source: dev.to / 7 months ago
  • F1 FollowLine + HSV filter + PID Controller
    This library is used for image and video processing, offering functions for tasks like object detection, filtering, and transformations in computer vision. - Source: dev.to / 9 months ago
View more

LMMS mentions (98)

  • Arpeggiator Cube
    Have you tried LMMS? It's not my favorite, but being 100% free and self contained (seq, fx, instruments) it's easier to install and get going with it even on an old laptop. https://lmms.io/ https://www.youtube.com/watch?v=W6tEolVz3_4. - Source: Hacker News / 9 months ago
  • Free Quality SoundFonts (Sf2)
    As an (extremely) amateur musician I've had hours of fun with free soundfonts like these and the open source LMMS[0], which was nice and familiar to me since I'd played with pirated copies of FruityLoops (now FL Studio) as a teenager. [0] https://lmms.io/. - Source: Hacker News / about 1 year ago
  • Ask HN: Getting Started with DAW?
    So, I saw the other day the release of the ep-133, and it happens that I want to get started doing that kind of stuff (e.g., creating simple beats). I have zero knowledge about DAW/sampling and music in general (my background is in soft. engineering), so the first thing that I searched on Google is "open source daw" and I found LMMS (https://lmms.io/). I'm going through the documentation right now. Do you know... - Source: Hacker News / over 1 year ago
  • Midi I/O vs USB
    Of course, you need some kind of DAW software in your PC that receives MIDI (from LPK), creates the audio data and sends them to Volt. If you have zero experience with this, start with some kind of simple and self-contained DAW, like e.g. "LMMS" (free download). Later you can graduate to more complex (and expensive) DAWs and separate VST plugins. Source: almost 2 years ago
  • Linux for Video Editing and Photo Editing and Music DJ: Some idea?
    For music making, it kind of depends on what you use normally but LMMS is a decent free DAW. Source: about 2 years ago
View more

What are some alternatives?

When comparing OpenCV and LMMS, you can also consider the following products

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Ardour - Record, edit, and mix on Linux, Mac OS X, and Windows.

NumPy - NumPy is the fundamental package for scientific computing with Python

Reaper - Reaper is a focused digital audio workstation (DAW) developed by Cockos. In the creation of the software, the digital audio technology company intended to make audio editing accessible to the masses.

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Audacity - Audacity is a free and open-source audio production software suite that includes a surprising array of editing tools and recording systems.

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