How to get image dataset annotated? Any idea?

• awesome-data-labeling

  7 3,465 0.0

  A curated list of awesome data labeling tools

  

If you're looking for a tool or something, there are plenty out there. Of course, even with these tools, labeling 50k images is likely not feasible for an individual.

• SSL4MIS

  2 2,001 6.2 Python

  Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

  

Otherwise, you may be able to look into semi-supervised learning. Basically, you label a subset of your data, and use semi-supervised techniques to extrapolate and label the rest. This, of course, is a challenge in itself, but luckily this particular challenge has been researched a lot, so you may find something to get started with.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• label-studio

  50 16,546 9.8 JavaScript

  Label Studio is a multi-type data labeling and annotation tool with standardized output format

  

if you look for a free image annotation tool, i can recommend Label Studio.

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