Feature: Add padding and alpha blending support to `InputProcessor`#190

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barwojcik wants to merge 8 commits intoByteDance-Seed:mainfrom

barwojcik:feat/improve-input

Commits on Dec 28, 2025

Update DepthAnything3 initialization to use `model_name` parameter instead of `preset`
barwojcik
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Refactor `InputProcessor` utility: Introduce constants for normalization, convert helper methods to static methods.
barwojcik
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Refactor `InputProcessor`: Replace `NORMALIZE` constant with instance-level normalization pipeline. Remove redundant `_normalize_image` method.
barwojcik
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Refactor `InputProcessor`: Move helper functions to global scope for reusability and reduce class-level redundancy.
barwojcik
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Add alpha blending support to `InputProcessor` and update image processing pipeline
barwojcik
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Add support for `alpha_masks` and batch processing modes (`center_crop`, `pad`) in `InputProcessor` and update related APIs
barwojcik
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Implement padding support for batch processing in `InputProcessor`
barwojcik
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Commits on Dec 29, 2025

Fix "pad" mode cx, cy adjustment in `_unify_batch_shapes`
barwojcik
committed