Audience

Developers looking for a solution to upgrade their machine learning pipeline with active learning

About Lightly

Lightly selects the subset of your data with the biggest impact on model accuracy, allowing you to improve your model iteratively by using the best data for retraining. Get the most out of your data by reducing data redundancy, and bias, and focusing on edge cases. Lightly's algorithms can process lots of data within less than 24 hours. Connect Lightly to your existing cloud buckets and process new data automatically. Use our API to automate the whole data selection process. Use state-of-the-art active learning algorithms. Lightly combines active- and self-supervised learning algorithms for data selection. Use a combination of model predictions, embeddings, and metadata to reach your desired data distribution. Improve your model by better understanding your data distribution, bias, and edge cases. Manage data curation runs and keep track of new data for labeling and model training. Easy installation via a Docker image and cloud storage integration, no data leaves your infrastructure.

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Pricing

Starting Price:
$280 per month
Free Trial:
Free Trial available.

Integrations

API:
Yes, Lightly offers API access
See Integrations

Ratings/Reviews - 1 User Review

Overall 4.0 / 5
ease 3.0 / 5
features 4.0 / 5
design 4.0 / 5
support 4.0 / 5
More Reviews Write a Review

Company Information

Lightly
Switzerland
www.lightly.ai/

Videos and Screen Captures

Lightly Screenshot 1
Lightly Screenshot 1 Lightly Screenshot 2
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Product Details

Platforms Supported
SaaS
On-Premises
Training
Documentation
Live Online
In Person
Support
Online

Lightly Frequently Asked Questions

Q: What kinds of users and organization types does Lightly work with?
Q: What languages does Lightly support in their product?
Q: What kind of support options does Lightly offer?
Q: What other applications or services does Lightly integrate with?
Q: Does Lightly have an API?
Q: What type of training does Lightly provide?
Q: Does Lightly offer a free trial?
Q: How much does Lightly cost?

Lightly Product Features

Computer Vision

Building Tools
Multiple Image Type Support
Smart Camera Integration
Blob Detection & Analysis
Image Processing
Reporting / Analytics Integration

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Templates
Visualization
Statistical / Mathematical Tools

Lightly Additional Categories

Lightly Reviews

Write a Review
  • Matthew H.
    Business ANalyst
    Used the software for: Less than 6 months
    Frequency of Use: Monthly
    User Role: User, Administrator, Deployment
    Company Size: 1 - 25
    Design
    Ease
    Features
    Pricing
    Support
    Probability You Would Recommend?
    1 2 3 4 5 6 7 8 9 10

    "Powerful and Efficient Data Labeling Tool with Smart Automation"

    Posted 2024-08-17

    Pros: Labeling big datasets takes a lot less time thanks to Lightly's automation capabilities like pre-labeling and active learning. It's a great option for optimizing workflow efficiency and simplifying data preparation because of its intuitive interface and smooth integration with machine learning frameworks.

    Cons: Some of the most sophisticated features have a steep learning curve. It would be easier for new users to become acquainted with the tool if there were more video tutorials—especially ones with GIFs—in the manual.

    Overall: All things considered, Lightly has been a great help with our data labeling procedure. It has freed us up to concentrate more on developing the model instead of getting mired down in the laborious details of preparing the data. Our project turnaround times have significantly improved thanks to the platform, which is dependable.

    Read More...
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