Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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Optimizing dlib shape predictor accuracy with find_min_global

📖 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…...

🏷️ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size

📖 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…...

🏷️ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
Training a custom dlib shape predictor

📖 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…...

🏷️ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
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