mlsd_pytorch icon indicating copy to clipboard operation
mlsd_pytorch copied to clipboard

Multiple stacks of line along side actual line, Custom training on MLSD-large

Open sakshamprakash01 opened this issue 2 years ago • 2 comments

image image image image

Training was done using the following parameters-

image

It still had High Recall (0.9) But Low Precision (0.2) and sAP of around 35.6; F-score suffers due to low precision. Loss in early 20s.

How do I suppress the noisy lines and enhance the detections? Maybe some sort of NMS-equivalent is present?

sakshamprakash01 avatar Jan 16 '23 21:01 sakshamprakash01

Hello, are you also researching line segment detection based on drawings? I also started to do the whole aspect recently, can you communicate with me?

mlsd I think the error may be downsampling or nms, I have no similar problems in using lsd。

xu-peng-7 avatar May 26 '23 03:05 xu-peng-7

i think batchsize is small, my batchsize is 32, sAP is 42

Lyn4444 avatar Oct 03 '23 14:10 Lyn4444