Software Alternatives, Accelerators & Startups

Iterative.ai VS Lobe

Compare Iterative.ai VS Lobe and see what are their differences

Iterative.ai logo Iterative.ai

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

Lobe logo Lobe

Visual tool for building custom deep learning models
  • Iterative.ai Landing page
    Landing page //
    2023-08-18
  • Lobe Landing page
    Landing page //
    2021-09-20

Iterative.ai videos

Reimagining DevOps for ML by Elle O'Brien, Iterative.ai

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Category Popularity

0-100% (relative to Iterative.ai and Lobe)
Data Science And Machine Learning
AI
0 0%
100% 100
Data Science Notebooks
100 100%
0% 0
Developer 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 Iterative.ai and Lobe

Iterative.ai Reviews

  1. Rare

    The people at iterative.ai are special.

    Its hard to describe quickly, but if you're a potential client or employee--you could easily go your entire career unaware that groups like this exist.

    Their tools (like DVC) are exceptional, but I write this review because one need only interact with the people there to understand why they're execptional.

    The culture there is one that can only exist when the founding talent is top-tier. The experience you'll have, though, is so much more than that.

    Recommend whole-heatedly.

    👍 Pros:    Constantly improving|Quality|Community

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Social recommendations and mentions

Based on our record, Lobe should be more popular than Iterative.ai. It has been mentiond 15 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.

Iterative.ai mentions (6)

  • Work with Google Drive files locally
    PyDrive2 is am open-source python package maintained by the awesome people at Iterative. And it is very easy to install:. - Source: dev.to / over 1 year ago
  • Any MLOps platform you use?
    These three are made by Iterative.ai, and seem like very clean implementations of MLOps tooling - especially if you aren't dealing with massive data. https://iterative.ai/. Source: over 1 year ago
  • How does your data science team collaborate?
    For what it's worth. (Full disclosure: I'm the community manager at Iterative (DVC,et.al.) Just wanted to make you aware of our online course (free) that we created specifically for Data Scientists (https://learn.iterative.ai). We know that bridging the gap between prototype to production/ jupyter notebook to reproducible/software engineering compatible, is a challenge. That's why we created the course. To also... Source: almost 2 years ago
  • Advice about Infra and IaC
    What do you think of iterative.ai tools like dvc or cml? I have no direct experience, but I am looking at setting up something similar to what you need for a personal project. Source: almost 2 years ago
  • TPI - Terraform provider for ML/AI & self-recovering spot-instances
    Hey all, we (at iterative.ai) are launching TPI - Terraform Provider Iterative https://github.com/iterative/terraform-provider-iterative. Source: about 2 years ago
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Lobe mentions (15)

  • Build end-to-end AI Apps in minutes using just your phone.
    This is interesting. The closest I can compare it to is lobe.ai. Source: over 1 year ago
  • When is Lobe Image Classifying coming
    Lobe.ai says object detection is coming soon. Source: over 1 year ago
  • lobe.ai. new version
    I need urgent help please!!! I've just installed the new Version of lobe.ai on my MAC and now, after it has finished, the prediction rate has decreased from more than 90% to 50% :-( :-(. Source: almost 2 years ago
  • Camera Works for "Label" But Not for "Use"
    Using lobe.ai 0.10.1130.5 I successfully trained using my Webcam Logitech C920. The camera turned live, and I could take individual and rapid-snap photos. But after proceeding to 'Use', the camera button does show, but nothing happens when I press it, not does hovering raise a floating menu. What am I doing wrong? Source: about 2 years ago
  • Rasp Pi OS Bullseye has dropped support of PiCamera - breaks Lobe on Rasp P
    I'm having similar AttributeError . Wondering if this is due to the recent version changes in lobe.ai? Source: over 2 years ago
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What are some alternatives?

When comparing Iterative.ai and Lobe, you can also consider the following products

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

Amazon Machine Learning - Machine learning made easy for developers of any skill level

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.

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

MCenter - Machine Learning Operationalization

Deep Learning Gallery - A curated list of awesome deep learning projects