Can this code be used on large picture like 5000*5000pixel?

[zhaogev5]

wonderful work and I wonder how can I use this work on some large pic like remote sensing which is huge.

[kadirnar]

Which artificial intelligence model do you want to use? Yolov5? Detectron2? MMdet?
Can you send the picture?

[fcakyon]

Hello @zhaogev5! Yes SAHI can handle large remote sensing pictures, check the paper for results on xView satellite imagery dataset: https://arxiv.org/abs/2202.06934

You can follow the notebooks to perform sliced object detection on large images: https://github.com/obss/sahi/tree/main/demo

There is also a blogpost on satellite object detection with SAHI: https://blog.ml6.eu/how-to-detect-small-objects-in-very-large-images-70234bab0f98

[zhaogev5]

Thank you for your prompt reply！