Lightly Pros and Cons

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 pre-labeling tools are especially useful, and the integration with machine learning frameworks streamlines the entire workflow from labeling to model training. Review collected by and hosted on G2.com.

The advanced features can have a bit of a learning curve. More video examples, such as GIFs, in the tutorial docs would help new users get up to speed faster. Review collected by and hosted on G2.com.

Automating data curation and selecting the most reasonable data for labeling is a significant time-saver, and it can also handle large datasets with ease, processing millions of images or thousands of videos daily swiftly- this feature is loved by my team. It is so easy to incorporate into our workflow. Implementation was super easy as our team was easily able to set it up in just a week, with full support from the Lightly team. Review collected by and hosted on G2.com.

While comprehensive, I feel documentation could be more detailed for complex use cases, and the platform UI could be more intuitive and visually appealing. I guess for smaller teams or startups, the pricing may be a bit steep; more flexible pricing options could be beneficial. Review collected by and hosted on G2.com.

i find it helpfull. I am learning about this but still i can say that it is really helping me do my job Review collected by and hosted on G2.com.

i didn't disliked anything about it...i can say that as i am in learning phase of it still it is helping me Review collected by and hosted on G2.com.

I have found that Lightly’s active learning features have been useful for my team. We are now in a position to pinpoint the best features to use when labeling, and hence minimize the amount of data used to train the models. Review collected by and hosted on G2.com.

Lightly does not perfectly synchronize with all our other tools. Deploying transfer of data from Lightly to the labeling platform sometimes involves multiple steps meaning that mistakes can be made. Review collected by and hosted on G2.com.

Lightly’s AL is great in determining which data points are worth labeling to feed my machine learning models, and with less time and effort. Review collected by and hosted on G2.com.

Some of the labeling tools that lightly provides are also rather rigid by themselves. When it comes to more intricate datasets where the data points are differentiated fine, the current ways of labeling seem restricted. Review collected by and hosted on G2.com.

Lightly is an effective solution that makes machine learning suitable and easy.

Lightly has integrated advanced filtering features, and this helps remove redundancies.

The perfomance monitoring process is accurately enhanced. Review collected by and hosted on G2.com.

Lightly has sustainable option for data management, and this has nothing challenging. Review collected by and hosted on G2.com.

Easy to use, Provide me most informative datasets. Review collected by and hosted on G2.com.

Nothing to dislike about it it works well for me. Review collected by and hosted on G2.com.

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 to other tools that takes days to process such huge amount of data Review collected by and hosted on G2.com.

sometimes data redundancy is not removed Review collected by and hosted on G2.com.

I am amazed and delighted at how easy it has made our job to filter out which data points are the most efficient to feed in our ML models. Quite easy to implement, seamless integration, and a good number of features makes this tool easily one of our top choices. Review collected by and hosted on G2.com.

As of nothing haven't found anything. Will update if I find. Review collected by and hosted on G2.com.

Lightly scales to big data sets with millions of images or thousands of videos. Processing these large data sets require a special architecture. Review collected by and hosted on G2.com.

Not easy to understand for every one person. Review collected by and hosted on G2.com.