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Automatic Data Collection #5
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Hi @Kazadhum ,
The philosophy of ATOM is to assume the data collection and labeling as a manual procedure, since we want to have the user intervention. So the collect data script is designed to be interactive. It is possible to automate it, @JorgeFernandes-Git did it recently here lardemua#554 The problem is that this automation is not general, and need to be tuned for each problem in particular. So I am not sure this is a path we want to dive in because even if we automate a collection procedure it would be just for a particular case. I would say that if you can implement without much effort something based on @JorgeFernandes-Git example, go ahead. If it takes much time not sure if we should go that way. |
@miguelriemoliveira thank you for the feedback! I opened the issue here to determine if this was relevant before opening one on the original repo. But it looks like this is maybe not a great avenue to go down after all. |
Perhaps the idea of calibrating a dataset is better? Did you do that
already?
…On Tue, Mar 21, 2023, 20:40 Diogo Vieira ***@***.***> wrote:
@miguelriemoliveira <https://github.com/miguelriemoliveira> thank you for
the feedback! I opened the issue here to determine if this was relevant
before opening one on the original repo. But it looks like this is maybe
not a great avenue to go down after all.
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@miguelriemoliveira Yes, I've recorded a quick video to show you, but maybe I should post it as an issue in the main ATOM repo and explain in further detail what I did and what I want to do in the future. local_testing_calibration_evaluation.webmSo on the left terminal I'm running the Rigel
On the right, I attach a terminal to the second container so I can take a look at what's happening to make sure the process goes smoothly. As of yet, the |
Hi @Kazadhum , looks good. |
Hi @miguelriemoliveira and @rarrais!
So, while the next meeting doesn't come, I wanted to ask something. So here's where we're currently at in terms of integrating ATOM in this pipeline:
To make the data collection a part of the pipeline, I need to make that process automatic, right? So I had an idea, to add an optional argument to the collect_data script that would make it save a collection every X seconds and also add a timeout so that the process ends without user interaction.
But that would be changing the ATOM source code, so I wanted to ask if:
a) Is this a good idea, or worth exploring?
b) If so, do you know if some sort of solution already exists that would solve this?
If you think this is a good idea, I'll create an issue in the original ATOM repo and explore it before the next meeting. I would be working on this fork, of course.
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