John Snow Labs - NLP Lab
John Snow Labs | 5.9Linux/Unix, Ubuntu 20.04 - 64-bit Amazon Machine Image (AMI)
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Easy and powerful.
With this tool, it is very easy to obtain the first results and start building your projects iteratively.
I liked the support for rules and the fact that I can easily reuse my dictionaries and regexes to create rules and combine them with entity extraction models in the same project.
It is good that it offers support for PDF annotation. A lot of the documents we work with are scans so this can be very useful in our future projects.
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Capable & fast Ux/UI
Broad functionality.
Tried & like:
- Images and text
- Text: named entity extraction, classification, relationship annotations.
- Preannotations
- Training of models within Annotation Lab environment.
- Workflow.
- Statistics and internal annotation agreement.
- Background API integration.
- It is free to use (except for the infrastructure). (You have to pay for OCR or healthcare models.)
Cons: You need to pay for EC2 machine when is up (or available for Linux outside of AWS) - not available serverless.
It makes a difference
One of the best tools I have experienced so far in order to support my data annotation and augmentation projects. Highly recommended to be considered to be deployed in your organization
Great tool for annotation
I used the Annotation Lab on several text and image Classification projects with a team of 7 annotators. All worked well. The tool has many useful features and will definitely use it again in the future.