Shan E Ahmed Raza

Conda build is failing on latest version

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## 🐛 Bug Conda feedstock build failing https://github.com/conda-forge/albumentations-feedstock ## To Reproduce Please see https://github.com/conda-forge/albumentations-feedstock ## Expected behavior Should pass for deployment to conda forge.

DOC: Fix Example Gallery

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- Fix Example Gallery

NEW: Add MapDe architecture.

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- Add MapDe architecture.

NEW: Add SCCNN Cell Detection Architecture

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- Add SCCNN architecture.

⚡ Improve `Engine` Performance and Implementation

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- Improve `Engines` performance and implementation - Redesigns PatchPredictor engine using the new EngineABC base class. - The WSIs are now processed using the same code as for the processing...

:sparkles: NEW: Add Nucleus Detection Engine

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- Add Nucleus Detection Engine - Fix documentation in patch_predictor.py

- Fix issues with `numpy>=2.0.0`

✨ Add `PatchClassifier` Engine

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- Add `PatchClassificatier` Engine based on `PatchPredictor`

:art: Refactor `ModelABC` to Help Use Default Torch Models

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- Refactor `ModelABC` to Help Use Default Torch Models - Remove `infer_batch` from `ModelABC`