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dlib
Face Applications
Facial Landmarks
Shape Predictors
Tutorials

Optimizing dlib shape predictor accuracy with find_min_global

January 13, 2020

In this tutorial you will learn how to use dlib’s find_min_global function to optimize the options and hyperparameters to dlib’s shape predictor, yielding a more accurate model. A few weeks ago I published a two-part series on using dlib to…

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dlib
Face Applications
Facial Landmarks
Shape Predictors
Tutorials

Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size

December 23, 2019

In this tutorial, you will learn how to optimally tune dlib’s shape predictor hyperparameters and options to obtain a shape predictor that balances speed, accuracy, and model size. Today is part two in our two-part series on training custom shape…

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dlib
Face Applications
Facial Landmarks
Shape Predictors
Tutorials

Training a custom dlib shape predictor

December 16, 2019

In this tutorial, you will learn how to train your own custom dlib shape predictor. You’ll then learn how to take your trained dlib shape predictor and use it to predict landmarks on input images and real-time video streams. Today…

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