Software Alternatives & Reviews

Activeloop VS Giskard.ai

Compare Activeloop VS Giskard.ai and see what are their differences

Activeloop logo Activeloop

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

Giskard.ai logo Giskard.ai

Open-source & Collaborative Quality Testing for AI models
  • 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
  • Giskard.ai Landing page
    Landing page //
    2022-08-20

Giskard provides interfaces for AI & Business teams to evaluate and test ML models through automated tests and collaborative feedback from all stakeholders.

Giskard speeds up teamwork to validate ML models and gives you peace of mind to eliminate risks of regression, drift and bias before deploying ML models to production.

Activeloop

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

Giskard.ai

Website
giskard.ai
$ Details
freemium
Platforms
-
Release Date
2022 February

Activeloop videos

Activeloop Product Demo Video

Giskard.ai videos

Product Tour

Category Popularity

0-100% (relative to Activeloop and Giskard.ai)
Machine Learning Tools
100 100%
0% 0
B2B SaaS
0 0%
100% 100
Data Science And Machine Learning
Machine Learning
32 32%
68% 68

User comments

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

Social recommendations and mentions

Activeloop might be a bit more popular than Giskard.ai. We know about 4 links to it since March 2021 and only 3 links to Giskard.ai. 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

Giskard.ai mentions (3)

  • Ask HN: Who is hiring? (October 2023)
    Giskard - Testing framework for ML models| Multiple roles | Full-time | France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all ML models - including Large Language Models. Founded in 2021 in Paris by ex-Dataiku engineers, we are an emerging player in the fast-growing market of AI Quality & Safety. Giskard helps Data Scientists & ML Engineering teams... - Source: Hacker News / 7 months ago
  • Show HN: Python library to scan ML models for vulnerabilities
    Hi! I’ve been working on this automatic scanner for ML models to detect issues like underperforming data slices, overconfidence in predictions, robustness problems, and others. It supports all main Python ML frameworks (sklearn, torch, xgboost, …) and integrates with the quality assurance solution we are building at Giskard AI (https://giskard.ai) to systematically test models before putting them in production. It... - Source: Hacker News / 11 months ago
  • Ask HN: Who is hiring? (March 2023)
    Giskard | R&D (multiple roles) | Full-time | Paris, France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all AI models. Founded in 2021 in Paris (France) by ex-Dataiku engineers, we are an emerging player in the new market of AI Quality. Giskard helps AI & Business teams collaborate to evaluate & test AI models. We help organizations increase the... - Source: Hacker News / about 1 year ago

What are some alternatives?

When comparing Activeloop and Giskard.ai, you can also consider the following products

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

TrayStatus - Do you have a notebook or keyboard without a NumLock or CapsLock indicator light? Do you have a computer without a hard drive activity light? If so, then TrayStatus is for you.

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

CapsLock Indicator - CapsLock Indicator is a small utility that indicates the state of the Num lock, Caps lock and Scroll lock key.

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.

addLEDs - AddLEDs displays the state of the Caps Lock, Num Lock and Scroll Lock keys and provides information on network and disc activity with the help of icons.