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Request for using Callbacks in Object detection API Tutorial Tensorflow #9582

Open sarvajeethaldar opened 3 years ago

sarvajeethaldar commented 3 years ago
I have gone through the tutorial and trained a lot of custom models. But still I am facing this issue of not finding a way to use callbacks in my training. This is the last thing that might help me achieve the desired accuracy of my model. It would be very helpful if someone can post a tutorial or some links or methods to use callbacks in this object detection API.
creativesalam commented 2 years ago

@sarvajeethaldar Have you found a way to put Callbacks in TF2 version of object detection API? I am especially interested in EarlyStopping callback.

DiTo97 commented 1 year ago

Hi @jaeyounkim, or whoever can answer this,

Why have callbacks not been implemented yet in the TF object detection API? I would say they are standard practice in 2023, and would make it so much easier to use the API while confidently being able to train computer vision models.

I think proposals like this one back in 2021 (#9766) would really make for a seamless integration with pipeline configs.

The API is great and feature-reach, but lacking support for callbacks is a very significant setback.

rzjiang0603 commented 4 months ago

Anyone whoever can see/answer this: Why its already 2024 and this library is still not supporting callback/early stopping? Why there is still no clue for these basic features of early stopping & preventing over-fitting?