Lightly

“Single fit solution to all our ML pipelines”

Pros

Automating data curation and selecting the most relevant data for labeling has saved us a lot of time, plus it handles large datasets easily, processing millions of images or thousands of videos quickly. My team loves this feature. It was super easy to integrate into our workflow. Our team set it up in just a week with great support from Lightly.

Cons

Although it's quite thorough, I think the documentation could be more detailed for complex scenarios, and the software's interface could be made more easy and visually engaging. Also, for smaller teams or startups, the price might be a bit high; more flexible pricing options could be a good addition.

“I Have a great experience with Lightly for Training AI in my organization”

Pros

I find it quite helpful. I'm still learning, but even at this stage, I can confidently say it's really assisting me in getting my work done.

Cons

I haven't found anything I dislike so far. Even though I'm still learning, it's been really helpful.

“Easy to set up labeling tasks and monitor progress”

Pros

Lightly's active learning feature is fantastic for determining which data points are worth labeling for my machine learning models, requiring much less time and effort.

Cons

Some of the labeling tools provided by Lightly are a bit rigid on their own. For more detailed datasets where the distinctions between data points are subtle, the current labeling methods feel somewhat limited.