Poor result on local device compared to web

#29
by KJCD2K - opened

I've tested the performance of local device (GTX 1060) and web app. Most of the icons are detected on the web app but only a few icons are detected locally. The problem is mainly related to YOLO prediction. I keep the following factors the same.

  • original image
  • Box Threshold = 0.05
  • IOU Threshold = 0.1
  • Icon Detect Image Size = 640 (I tried to increase the value locally but there is no improvement.)
  • No preprocessing on both sides.
  • model.pt (The YOLO model is downloaded from the repository.)

Anybody knows what makes the difference?

original.jpg

result_web.webp

result_local.png

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