You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
dlibLearn how to use the dlib library for face recognition, training custom landmark/shape predictors, object detection, object tracking, and more with my free dlib tutorials and guides.
In this tutorial, you will learn how to perform face detection with the dlib library using both HOG + Linear SVM and CNNs. The dlib library is arguably one of the most utilized packages for face recognition. A Python package…
Read More of Face detection with dlib (HOG and CNN)
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…
Read More of Optimizing dlib shape predictor accuracy with find_min_global
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…
Read More of Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size
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…
Read More of Training a custom dlib shape predictor
In this tutorial, you will learn how to use the dlib library to efficiently track multiple objects in real-time video. So far in this series on object tracking we have learned how to: Track single objects with OpenCV Track multiple…
Read More of Multi-object tracking with dlib
This tutorial will teach you how to perform object tracking using dlib and Python. After reading today’s blog post you will be able to track objects in real-time video with dlib. A couple months ago we discussed centroid tracking, a…
Read More of Object tracking with dlib
Today’s blog post is inspired by a question from PyImageSearch reader, Leonard Bogdonoff. After I published my previous post on Face recognition with OpenCV and deep learning, Leonard wrote in and asked: Hey Adrian, can you go into identity clustering?…
Read More of Face clustering with Python
Last updated on July 4, 2021. In today’s blog post you are going to learn how to perform face recognition in both images and video streams using: OpenCV Python Deep learning As we’ll see, the deep learning-based facial embeddings we’ll…
Read More of Face recognition with OpenCV, Python, and deep learning
Back in September 2017, Davis King released v19.7 of dlib — and inside the release notes you’ll find a short, inconspicuous bullet point on dlib’s new 5-point facial landmark detector: Added a 5 point face landmarking model that is over…
Read More of (Faster) Facial landmark detector with dlib
Kickstarter
PyImageConf