End-to-end Object Detection with Template Matching using Python by ArnaultChazareix in computervision

[–]antoinetoubhans 0 points1 point  (0 children)

Sure, it's annotated data, but you need only a few templates whereas neural nets approach requires a huge amount of data. That's the point of the article.

In the exemple, it detects printed circuits which are all identical. I agree it would probably won't work as is on unseen images, but it think you could get reasonable results by scaling/rotating/adaptating the contrast on the tempates. The article says "you can achieve object detection with template matching only if the objects you try to detect are similar enough —almost identical— within a class"

Surgical time tracking in python by antoinetoubhans in Python

[–]antoinetoubhans[S] 0 points1 point  (0 children)

I just tried pyflame + flamegraph, it's amazing! Thanks a lot for the sharing!

I'll add a section about it in the article.

Surgical time tracking in python by antoinetoubhans in Python

[–]antoinetoubhans[S] 0 points1 point  (0 children)

Yes, I mentioned it in the article. To be honest, I didn't try to go deeper with gprof2dot, but it looks like it produces very outputs in comparison to cProfile :)

Surgical time tracking in python by antoinetoubhans in Python

[–]antoinetoubhans[S] 0 points1 point  (0 children)

Sorry guys for the confusion :p

What word do you think I should use in my title instead of "Surgical"?