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DeepFaceLab/doc/doc_features.md
TooMuchFun 22ccec7036 Clean language up docs (#147) 
* clean up docs

* doc fixes as requested

* revert updates to sort tool documentation
2019-02-15 20:06:13 +04:00

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Features:

  • Windows binary containing pre-compiled dependencies, including CUDA libraries.

  • New models expanding upon the original faceswap model.

  • Model architecture designed with experimentation in mind.

  • Face metadata embedded into extracted JPG files.

  • CPU-only mode [--cpu-mode]. 8th gen Intel core CPU able to train H64 model in 2 days.

  • Preview window

  • Extractor and Converter run in parallel.

  • Debug mode option for all stages: [--debug]

  • Multiple extraction modes: MTCNN, dlib, or manual.

Extractor Examples

MTCNN

Predicts faces more uniformly than dlib, resulting in a less jittered aligned output. However, MTCNN extraction will produce more false positives.

Comparison dlib (at left) vs mtcnn on hard case:

  • Manual Extractor

A manual extractor is available. This extractor uses the preview GUI to allow the user to properly align detected faces.

This mode can also be used to fix incorrectly extracted faces. Manual extraction can be used to greatly improve training on face sets that are heavily obstructed.

Result