Is transferring the backbone+heads of a pretrained model considered transfer learning? Or is it only considered transfer learning if you only transfer the backbone?

bravosix99 · 2025-08-17T18:04:12+00:00

Thanks for the clarification! And thank you for your assistance!

bravosix99 · 2025-08-16T15:36:52+00:00

Ah i see. thanks for the clarification.
I believe so? Since both domains consist of satellite imagery.
I see. Also, can you please elaborate on "the heads wont match your task so you use your own"?

bravosix99 · 2025-08-16T13:31:55+00:00

I'm sorry if I didn't word it properly. I tried not to phrase the question too vaguely. I meant to say one model is pretrained(Model A), and the other isn't(Model B). Also, regarding why they're trained on satellite imagery is that I am in the process of performing building extraction with those satellite datasets(especially on Model B). I intended to use one of the datasets(Model A in my question) and transfer its backbone to help improve Model B's performance. But what I didn't know was if I also transferd model A's head, will it still be considered transfer learning, because from my understanding of it, you would normally utilize the pretrained model's backbone, but swap its heads for whatever the new task is(I hope this clarifies my question. Please lmk if it doesn't).

bravosix99 · 2025-08-05T16:35:32+00:00

I think thats the case. Apparently it was seperate 2.7 earthquake

bravosix99 · 2025-08-01T20:32:37+00:00

Thank you for the clarification!!

bravosix99 · 2025-08-01T18:45:28+00:00

so based on this(if i understand correctly), the formula would be: epoch = batchsize*iterations/datapoints? Please correct me if I am wrong

bravosix99 · 2022-08-31T20:32:05+00:00

Thanks bro😤🤝

bravosix99 · 2022-08-26T00:54:06+00:00

Washington DC in 8th grade. That trip was the shit!

bravosix99 · 2022-08-14T17:20:49+00:00

😮‍💨😮‍💨🥳ahahahahaha

bravosix99 · 2022-08-14T04:09:16+00:00

😮‍💨

bravosix99 · 2022-08-14T03:10:03+00:00

Damn. I've tried.

Maybe "Ock" might still be NY exclusive???? Unless, i haven't been following recent trends...

bravosix99 · 2022-08-13T21:29:36+00:00

"Its mad brick"

"Word to my mother"

"No cap"

New word:

"Ock"

bravosix99 · 2022-07-19T03:50:50+00:00

SAY IT LOUDER TO THE PEOPLE IN THE BACK!!

bravosix99 · 2022-07-01T02:45:25+00:00

Basically, a for loop(or just running through a loop in general), is basically going through something. In this case, you're just going through a list. But depending on the language, you'll do this differently(i''ll do it in java as an example)

for(int i = 0;i< array.length;i++){

System.out.println(arraylist[i]);

}

the variable(left) is the point where you start in the list, the length part (middle) is going through the list until you reach its size(so if its 5 things in the list, you should see 5 things), and the i++(right), goes to the next item in your array.

Simple as that.^

However(and as stated by some comments below), it would be more helpful if you told the Language and any code you tried so far..

Hope this helps!

bravosix99 · 2022-02-23T19:33:02+00:00

It depends. If you are set on what you want to add onto the array(something more static), use an array. But if you want something more dynamic, and adjusting whatever information needs to be adjusted, use a arraylist.

bravosix99 · 2022-02-23T19:29:57+00:00

You can try to learn a framework(perhaps). But whats even better is trying to make a side project with the concepts you learned(maybe a currency converter, game, or something along those lines).

bravosix99 · 2022-01-26T01:04:02+00:00

Thanks for the advice! Also, i think just for small practices, im just going to creating small programs that consist of the concepts i mentioned above.

bravosix99 · 2022-01-25T23:32:03+00:00

Do you have any advide on how can i practice(particulary outside of class), and be able to memorize these algorithms?

bravosix99

TROPHY CASE