#dlib

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Python dlib: face landmarks detection

Introduction In this tutorial we are going to learn how to use dlib and Python to detect face landmarks in an image. These landmarks are points on the face such as the corners of the mouth, along the eyebrows, on the eyes, and so on [1], depending on the model used. We are going to test two models: a 68 face landmarks model and a 5 face landmarks model. Both of them are already made available…

Python dlib: face detection

Introduction In this tutorial we will learn how to use dlib and Python to perform face detection in images. If you are looking for a similar tutorial using OpenCV, please check here. For an introductory tutorial on how to install dlib and how to read and display an image, please go here. The code was tested using dlib version 19.22.0 and Python version 3.7.2, on Windows 8.1. The code We will…

Python dlib: displaying images

Introduction In this post we will learn how to get started using dlib with Python. Our tests will consist in reading images from the file system and displaying them in a window. Dlib is a C++ toolkit containing machine learning algorithms and tools for creating complex software to solve real world problems [1]. Although being a C++ toolkit, dlib also has a Python interface that allows us to use…

#Windows10 – My own list of prerequisites to install dlib: Visual Studio C++, CMake and Cuda dlls

Hi !

Another blog post reminder, this time related on prerequisites to install dlib. And before start, a dlib description:

Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems. It is used in both industry and academia in a wide range of domains including robotics, embedded devices, mobile phones,…

ディープラーニングによる一般物体検出手法：R-CNN (Regions with CNN features)

今まで一般物体認識や一般物体検出にはあんまり興味が無かったんだけど、YOLOとかSSD、Mask R-CNNといった手法をベースにして特定のタスクを解く研究も結構登場しているので、その体系を知りたくなってきた。 幸い、ディープラーニングによる一般物体検出の研究はもう5, 6年経っていてネット上に教材が豊富なので、色々と漁りながら勉強してみる。スクラップブックみたいな感じで色んな人による解説資料を引用して並べるとディティールを補完しやすい。

一般物体検出(Generic Object Detection)

そもそも一般物体検出(Generic Object Detection)とは、画像に何が写っているかを識別する一般物体認識(Generic Object Recognition)に対して、さらに物体が画像のどの位置に写っているかも特定すること。 人の顔など、画像の中から特定の物体を検出して…