Kili Technology

Pros: Kili Technology could handle our main use cases even if they involved different data types, so pretty useful. The analytics dashboard is also very very complete so we could properly monitor the work of our annotators.

Cons: Zoom level on the labeling interface is set to 100% which is not convenient if you label small resolution pictures.

Overall: Very satisfied with the platform.

Pros: I easily integrated the ML stack. was easy to orchestrate the training data pipeline + easy to collaborate with the team!

Cons: Would like to have more filtering options.

Overall: I wish it had more filtering options because that would make my job easier! Overall best platform I’ve tried so far. Support very reactive.

Pros: Ontology and annotation interface super complete. It was very hard to find a tool to annotate the really long PDFs I wanted to label but I could perfectly do that with Kili. I discovered Kili with their Ocean challenge and I decided to keep using it.

Cons: It is not possible to make a dataset public.

Overall: Would definitely recommend, especially their Free Trial and the pfd annotation.

Pros: Good tool to work with a large team. We are >10 people in the team and even more labeler and we could all collaborate pretty well. They have really cool features to org the work and review.

Cons: One thing that would really help would be to have multiple workspaces. The tool would be even more collaborative.

Overall: Definitely recommend this tool for CV use cases and large teams.

Pros: Support is reactive when you need them and quite qualified! They helped me overcome and issue that I had in less then 20 minutes, even for our OnPremise version! Thanks :)

Cons: Only the Python SDK is open source.

Overall: Good platform, will keep using it!

Pros: I really liked that I could annotate all types of unstructured data! Automating labeling with smart tools & model predictions is saving so much of my time on day to day bases!

Cons: The documentation is only available in English.

Overall: Great tool! My day-to-day job is much faster thanks to this tool! I work with different types of data.

Pros: it is easy to use and it has good tools and a nice design.
The interface to preview the assets and review them is also good.

Cons: There are bug sometimes especially when you want explore the datasets.

Overall: Kili does the job, i will use it again.
i used other annotation platform before but i think this the easiest one and the one i preferred.

Pros: The price and the simplicity of its use are big pros for Kili. it was really easy to start using it and become super efficient fast.
moreover the precision of the features is really high so the quality of training data afterwards is also super high.

Cons: I would say that the design could sometimes be improved as well as the organization of the projects (it is quite hard to find projects quickly when you have a lot of them).

Overall: We were implementing a machine learning model to spot defaults on our cars when manufacturing them and we've tried multiple softwares to label our data but none was as good as Kili.
Its simplicity and its price were strong arguments in choosing it and we don't regret it at all.

Pros: - tools to annotate are really easy to use
- free version is nice
- API is also to easy to retrieve the annotations

Cons: - you can only annotate a certain number of asset in the free version before having to switch to paying

Overall: I used Kili Technology platform for a university project where i needed to annotate bad crop in a field.

Pros: The annotation tools are really easy to use and increase the productivity of our project. It was also really convenient to communicate with the annotators through the platform.

Cons: The platform was sometimes lagging a bit and lack sometimes of overall fluidity.

Overall: Kili platform enabled my company to scale our KYC automation project. It was really painful before because we had to annotate ourselves the documents with an in-house solution. Now it's way easier with Kili and it improved the quality of our project.