I was searching for open source Machine Learning data annotation platforms for annotating text and images for our business requirement at my company. I came across multiple opensource tools like LabelImg, ImageTagger and Dataturks. I’ve deep dived into above tools and figured out Dataturks tool is the best tool which fits our need.
Dataturks can used in two ways.
- Cloud version
It’s free. User can sign up and, create datasets, upload text data/images/videos and start annotation. When we upload text documents/images/videos, it gets uploaded into their cloud.
- Unlimited collaborators.
- Public data (anyone can view).
- 10K labels.
- On-Prem Version
On-prem is we can get the source code from Dataturks project on Github and install Dataturks platform locally on our desktop/laptop/server.
- Fully On-Prem.
- Private data.
- Unlimited users, storage.
- Unlimited users.
- API access.
- Workflow Integration.