Software Alternatives & Reviews

GitLab VS Activeloop

Compare GitLab VS Activeloop and see what are their differences

GitLab logo GitLab

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

Activeloop logo Activeloop

Data lake for machine and deep learning. The fastest dataset management tool for computer vision.
  • GitLab Landing page
    Landing page //
    2023-10-17
  • 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

Activeloop

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

GitLab videos

Introduction to GitLab Workflow

More videos:

  • Review - GitLab Review App Working Session

Activeloop videos

Activeloop Product Demo Video

Category Popularity

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

GitLab Reviews

  1. perfect for Freelancers!

Let's Make Sure Github Doesn't Become the only Option
The Pull Request workflow is so dominant now that it’s considered the default path for code to permanently enter into a repository. You can see a similar features in GitHub’s smaller competition Codeberg, GitLab, BitBucket, and Gitea. These competitors don’t offer other, major code collaboration tools, and their Pull Request-like features aren’t just there to help users come...
Ten Best SonarQube alternatives in 2021
GitLab is an efficient and tremendous device for maintaining our code in different branches and preserving the master branch quickly. Additionally, it has robust CI/CD pipelines. It guarantees the safety of your code. With Gitlab, you can make your repo private in case of any difficulty. It helps inside the automated Integration and deployment of your code.
Source: duecode.io
10 Jenkins Alternatives in 2021 for Developers
You might be interested in using GitLab’s CI/CD utility instead of Jenkins because it is designed to be open-source and provides additional features. You could take advantage of automation by using the GitLab CI/CD technology that is currently available to integrate DevOps into your workflow.
The Best Alternatives to Jenkins for Developers
GitLab CI/CD tool is a part of GitLab and a powerful alternative to Jenkins. It is an open-source web interface that can be used to apply all the continuous methods like integration, delivery, and deployment to your project without any third-party application. It provides a user-friendly interface along with distributed version control services.
Gitea - Alternative to GitLab and GitHub
There are still plenty of things you might want centralized on a server somewhere, but it seems like a lot of the value add of GitHub, GitLab, and now Gitea is in making git repos easier to manage and interact with.

Activeloop Reviews

We have no reviews of Activeloop yet.
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Social recommendations and mentions

Based on our record, GitLab seems to be a lot more popular than Activeloop. While we know about 112 links to GitLab, 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.

GitLab mentions (112)

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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

What are some alternatives?

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

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.

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

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

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

Gitea - A painless self-hosted Git service

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.