Submitted by iknowjerome t3_yrfzcf in MachineLearning
Mozillah0096 t1_ivtt7mq wrote
Reply to comment by that_username__taken in [R] A relabelling of the COCO 2017 dataset by iknowjerome
do u have any recommendation for the best data annotation tool .
like which can extract features like selecting the boxes of specific types or providing the details like boxes overlapped
iknowjerome OP t1_ivu165k wrote
It really depends on what you are trying to achieve, what your budget is, and where you are in your model development cycle.
Nevertheless, I would recommend starting in self-service mode with the simplest tool you can find. This might be something like CVAT, though there are a number of other options (paid, free, SaaS, etc.) out there that a simple google search will return. Once you're ready to scale, you might want to consider handing off your annotations to specialized company like Sama. And yes, we also do 3D annotations. :)
(disclaimer: I work for Sama)
that_username__taken t1_ivttp7n wrote
Really depends on the size and the budget of the project. If both are large enough you should really outsource this task and superannotate has both a great platform(free for academics,I used this) and according to g2 they are the highest rated. A friend of mine told me that if you want automotive data then scale is more specialized there
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