You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Thanks for your contribution in picture matching, which brings a lot convenience for my job. However when I tested this LightGlue model
on my dataset, I focused that the same data exhibited significant variability across different batches, which was obviously non-sense. After checking the details of the structure of codes, I figured out that this error might be caused by the confidence module which seemed to use the average confidence across all batches as the evaluation criterion. I am considering that it would performs a better accuracy if this module can be somehow improved. Due to time constraints, I haven't delved deeply into the code, so my viewpoint may be flawed. Please point out any issues if you notice them. I hope this helps you.
The text was updated successfully, but these errors were encountered:
Thanks for your contribution in picture matching, which brings a lot convenience for my job. However when I tested this LightGlue model
on my dataset, I focused that the same data exhibited significant variability across different batches, which was obviously non-sense. After checking the details of the structure of codes, I figured out that this error might be caused by the confidence module which seemed to use the average confidence across all batches as the evaluation criterion. I am considering that it would performs a better accuracy if this module can be somehow improved. Due to time constraints, I haven't delved deeply into the code, so my viewpoint may be flawed. Please point out any issues if you notice them. I hope this helps you.
The text was updated successfully, but these errors were encountered: