Darknet: Will LSTM on top of PAN increase mAP?

Created on 1 May 2020 · 6Comments · Source: AlexeyAB/darknet

From the comparison of different models [https://github.com/AlexeyAB/darknet/issues/3114], I understand that adding LSTM on top of PAN does not increase the mAP a lot. Is that the answer to my question?

Source

utkutpcgl

Most helpful comment

Yes, just about +10 - +20 AP50 for the bad dataset, and may be twice more for the good dataset.

AlexeyAB on 1 May 2020

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All 6 comments

Yes, just about +10 - +20 AP50 for the bad dataset, and may be twice more for the good dataset.

AlexeyAB on 1 May 2020

👍2

Thanks for the fast response. What is your guess for "yolo_v3_spp_pan_lstm" 's mAP, compared to "yolo_v3_tiny_pan3"? I guess there won't be much improvement.

Also, do you know why yolov4 does not inherit LSTMs? Is it due to PAN?

utkutpcgl on 2 May 2020

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Hi @utkutpcgl Could you send me the yolo_v3_spp_pan_lstm.cfg file? I haven't found anywhere