Sliding window detection, automatic clipping

[monkeycc]

Describe the feature

Sliding window detection Auto overlap crop

Motivation

The picture is too big 9000*9000

Cannot crop directly Some details will be cropped and cannot be recognized normally Overlapping clipping required

Related resources

If there is an official code release or third-party implementations, please also provide the information here, which would be very helpful.

Additional context

[tpoisonooo]

I have not idea about any existed repo but I think it quite simple to implement:

1. crop Input and batching, for example input shape [9, 3, 9000/4, 9000/4]
2. inference without NMS
3. affine bbox with crop_offset
4. NMS cross batch during postprocess

[tpoisonooo]

Close this issue due to no reply for a long time. Please open a new one if you have any more ideas.