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Lightly Reviews & Product Details - Page 2

Lightly Overview

What is Lightly?

Lightly helps machine learning teams to build better models through better data. It allows companies to select the right data for model training by using active learning. Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy. Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money. Monitor your model performance in production. Spot outliers and failure cases. Select out-of-distribution data directly on the edge or cloud. Send data back for retraining and updating the model. Manage your dataset. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button. That's Lightly: The end-to-end active learning solution.

Lightly Details
Languages Supported
English
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Product Description

Lightly helps machine learning teams to build better models through better data. It helps to curate unlabelled data to improve its quality for model training. Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money. Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy. Manage your dataset. Apply automated labeling. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button.


Seller Details
Seller
Lightly
Year Founded
2019
HQ Location
Zurich, CH
LinkedIn® Page
www.linkedin.com
23 employees on LinkedIn®
Description

Lightly provides AI-powered tools for machine learning and data annotation, allowing businesses to efficiently curate, label, and analyze data for training models.


Matthias H.
MH
Overview Provided by:

Recent Lightly Reviews

Verified User
U
Verified UserEnterprise (> 1000 emp.)
5.0 out of 5
"Best data selection tool for your ML Model"
The best thing is the ease of doing things using Ligtly and I like how fast it processes the data like thousands of images in few hours as compared...
AT
Alessandro T.Mid-Market (51-1000 emp.)
4.5 out of 5
"Quality Approach for Effctive Learning"
Lightly is an effective solution that makes machine learning suitable and easy. Lightly has integrated advanced filtering features, and this helps...
Matt H.
MH
Matt H.Small-Business (50 or fewer emp.)
4.0 out of 5
"Efficient and User-Friendly Data Labeling Tool"
Lightly's data labeling application is intuitive and you don't have to be an expert at coding due to the reusable examples. The active learning and...
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Lightly Media

Lightly Demo - Data Insights for Computer Vision
Understand machine learning data
Lightly Demo - Data Curation for Machine Learning
Curate your machine learning data
Lightly Demo - Active Learning for Computer Vision
Select the right data for model training
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12 Lightly Reviews

4.5 out of 5
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12 Lightly Reviews
4.5 out of 5
12 Lightly Reviews
4.5 out of 5

Lightly Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for LightlyQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Verified User in Information Technology and Services
UI
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Lightly?

Lightly can enhance the oervall quality of the dataset and its easy to use. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

not comprehenshive solution with storage. Review collected by and hosted on G2.com.

What problems is Lightly solving and how is that benefiting you?

Can handle large amount of data. Review collected by and hosted on G2.com.

Tom S.
TS
Head of marketing
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Lightly?

It's hard to find tools that are both powerful and easy to use and this is definitely one of them. It allows us to get the most out of our data by helping us reduce data redundancy and train a better model. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

Nothing so far. A great tool with a great support team begind it. Review collected by and hosted on G2.com.

What problems is Lightly solving and how is that benefiting you?

Lightly helps us reduce time spent on data preparation and retraining and allows us to focus on the areas with the biggest impact on business Review collected by and hosted on G2.com.