Software Alternatives & Reviews

Activeloop VS GitHub

Compare Activeloop VS GitHub and see what are their differences

Activeloop logo Activeloop

Data lake for machine and deep learning. The fastest dataset management tool for computer vision.

GitHub logo GitHub

Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
  • Activeloop Landing page
    Landing page //
    2021-09-20

About

Activeloop provides an optimized format for unstructured data, so users can stream their machine learning datasets while training ML models in PyTorch and TensorFlow. Activeloop acts as a data lake for deep learning on unstructured data and offers in-browser dataset visualization, querying, and version control. On top of those features, Activeloop integrates with experimentation and labeling tools to allow rapid iteration on computer vision datasets.

Activeloop supports the following use cases:

Machine Learning teams can apply Activeloop's data infrastructure to ship their models fast in the following use cases:

  1. AgriTech
  2. Audio processing
  3. Autonomous Vehicles & Robotics
  4. Biomedical and Healthcare ML
  5. Multimedia: Image enhancement, video enhancement, face detection, sports analytics, or machine learning for AR/VR
  6. Safety & Security: surveillance machine learning with biometrics, facial recognition, or crowd counting
  • GitHub Landing page
    Landing page //
    2023-10-05

Activeloop

$ Details
$450.0 / Monthly (Growth Plan for up to 10 users)
Platforms
AWS GCP Python
Release Date
2019 July

GitHub

Website
github.com
$ Details
Platforms
-
Release Date
-

Activeloop videos

Activeloop Product Demo Video

GitHub videos

How to do coding peer reviews with Github

More videos:

Category Popularity

0-100% (relative to Activeloop and GitHub)
Machine Learning Tools
100 100%
0% 0
Code Collaboration
0 0%
100% 100
Data Science And Machine Learning
Git
0 0%
100% 100

User comments

Share your experience with using Activeloop and GitHub. For example, how are they different and which one is better?
Log in or Post with

Reviews

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

Activeloop Reviews

We have no reviews of Activeloop yet.
Be the first one to post

GitHub Reviews

  1. perfect 4 open Source

Let's Make Sure Github Doesn't Become the only Option
In GitHub’s early days, picking a single version control system could have legitimately been a way to focus the product. GitHub is big enough now that they could dedicate some time toward exploring other tools. But it’s not really GitHub’s job to do this. GitHub’s job is to make Microsoft money. Features that improve the lives of developers are incidental.
8 Best Replit Alternatives & Competitors in 2022 (Free & Paid) - Software Discover
Github is where over 73 million developers shape the future of software, together. Contribute to the open source community, manage your git repositories, review code like a pro, track bugs and features, power your CI/CD and DevOps workflows, and secure code before you commit it. Github: Where the world builds software · github.
Best Git GUI Clients of 2022: All Platforms Included
If your remote repository is at GitHub, then this tool will be the most useful for you. The software is basically an extension of your work-flow in GitHub. By simply login in using your GitHub account, you can start working on your repositories.
What is Artifactory?
GitHub has an impressive resume. They established the industry standard for source code collaboration tools, and GitHub's Version Control System, or VCS, may already be a key component of your development process. GitHub, which is now owned by Microsoft, is used by developers and, increasingly, operations, thanks to modern GitOps methods. With GitHub Actions for CI/CD and...
Ten Best SonarQube alternatives in 2021
GitHub is how humans build software programs. Thousands and thousands of individuals and businesses around the sector use GitHub to discover, percentage and contribute to software—from video games and experiments to famous frameworks and leading programs.
Source: duecode.io

Social recommendations and mentions

Based on our record, GitHub seems to be a lot more popular than Activeloop. While we know about 2042 links to GitHub, we've tracked only 4 mentions of Activeloop. 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.

Activeloop mentions (4)

  • [P] I built a Chatbot to talk with any Github Repo. 🪄
    This repository contains two Python scripts that demonstrate how to create a chatbot using Streamlit, OpenAI GPT-3.5-turbo, and Activeloop's Deep Lake. The chatbot searches a dataset stored in Deep Lake to find relevant information and generates responses based on the user's input. Source: about 1 year ago
  • [D] NLP has HuggingFace, what does Computer Vision have?
    u/Remote_Cancel_7977 we just launched 100+ computer vision datasets via Activeloop Hub yesterday on r/ML (#1 post for the day!). Note: we do not intend to compete with HuggingFace (we're building the database for AI). Accessing computer vision datasets via Hub is much faster than via HuggingFace though, according to some third-party benchmarks. :). Source: about 2 years ago
  • [P] Database for AI: Visualize, version-control & explore image, video and audio datasets
    Hub, our open-source package, lets you stream datasets while training to PyTorch/TensorFlow. Check out how we achieved 95% GPU utilization while training on ImageNet at 50% less cost. We're building the Database for AI, with everything it should contain. If there's an adjacent feature that would make it more useful for your workflow, do let us know! Source: about 2 years ago
  • [P] Database for AI: Visualize, version-control & explore image, video and audio datasets
    I'm Davit from Activeloop (activeloop.ai). Source: about 2 years ago

GitHub mentions (2042)

  • Understanding WebSocket and creating from Scratch with JavaScript
    The code for this WebSocket server is available on my GitHub repository: mayank-sahai/socket-js (github.com). - Source: dev.to / 1 day ago
  • A Beginner's Guide to Front-End Development
    Learn version control and push your projects to Github, an open-source version control software that lets multiple people make separate changes to web pages at the same time. - Source: dev.to / 4 days ago
  • Implementing 3D Graphics in React
    What is 3D Rendering? 3D rendering is the process of using data and models to represent a three-dimensional interface or surface. Its use is to create scenes, vectors, graphics, and planes that look like real-world scenarios. Its use is in game creation and most engineering fields for simulation. Some new website UI now incorporates animations and 3D graphics to make the website look nice. For example, on GitHub,... - Source: dev.to / 5 days ago
  • End-to-end MLOps CI/CD pipeline with Harness and AWS
    GitHub Repository URL: Enter the URL to your fork of the demo repo, such as https://github.com/:gitHubUsername/mlops-creditcard-approval-model. - Source: dev.to / about 1 month ago
  • Level Up Your Projects with GitHub Actions & CI/CD
    GitHub, as one of the leading web-based Git repository hosting service, provides a powerful suite of CI/CD tools in the form of GitHub Actions. These are directly integrated into the platform which empowers developers to increase the speed, efficiency and reliability of delivering products. In this brief article, we will take a look at what CI/CD is, why we should use it, as well as some of its applications in my... - Source: dev.to / 11 days ago
View more

What are some alternatives?

When comparing Activeloop and GitHub, you can also consider the following products

Iterative.ai - Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.

GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab

Pachyderm - Pachyderm is an open source analytics engine that uses Docker containers for distributed computations.

BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.

Managed MLflow - Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.

Visual Studio Code - Build and debug modern web and cloud applications, by Microsoft