Sept. 20, 2022, 4:14 a.m. | Alvaro Leandro Cavalcante Carneiro

Towards Data Science - Medium towardsdatascience.com

Stop wasting all of your time labeling datasets

Photo by Kyle Hinkson on Unsplash

Anyone who has worked with object detection knows that the labeling/annotation process is the hardest part. It is not difficult because it's complex like training a model, but because the process is very tedious and time-consuming.

In my previous works with this technology, I had the challenge of dealing with datasets with thousands of images or a few hundreds images with dozens of objects per image. …

annotation-tools detection labeling machine learning object-detection python tensorflow tool

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