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message: >-
If this modernized implementation contributes to published work, please
consider citing the software release in addition to the original FaceOcc
paper.
title: "FaceOcc: Modernized Implementation"
type: software
authors:
- family-names: "Akın"
given-names: "Mert"
orcid: "https://orcid.org/0009-0005-3303-3401"
repository-code: "https://github.com/mertakinstd/FaceOcc"
url: "https://huggingface.co/mertakin/FaceOcc"
version: "1.0.0"
date-released: "2026-09-02"
doi: "10.5281/zenodo.22261117"
license: MIT
keywords:
- face extraction
- face occlusion
- semantic segmentation
- FaceOcc
- PyTorch
abstract: >-
A modernized and reproducible derivative of the original FaceOcc
implementation, preserving the canonical U-Net/ResNet18 and
global OHEM-BCE modeling contract while updating runtime support,
reproducibility, data preparation, checkpoint serialization, diagnostics,
and corrected implementation semantics.
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