initial setup for arbitrary shape handling #166
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Description
This PR introduces preliminary changes to prepare support for arbitrary-shaped inputs in the object detection pipeline. Although this change does not yet enable full support for arbitrary shapes, it sets up the necessary internal structure to make that transition possible in the future.
The motivation behind this is to allow more flexible input handling while optimizing computation. By preemptively restructuring certain modules, we aim to minimize redundant operations and reduce computational overhead once arbitrary shape support is enabled.
No external dependencies were introduced in this PR.
Type of change
Please delete options that are not relevant.
How has this change been tested, please provide a testcase or example of how you tested the change?
This PR does not change core logic or output, so existing unit tests were used to validate that the behavior remains consistent. No new test cases are required until arbitrary shape support is enabled.
Any specific deployment considerations
None at this stage.
Docs
(N/A – feature not yet exposed to users)