Facial keypoints detection with CNN
Published:
Paper
Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNet
Important: the project does not implement the paper, but uses the paper to answer some questions. Paper is just as a reference for better understanding.
About
Convolutional network networks is a very powerful tool. We use CNN to detect lips, eyes, nose in form of the points on the image.
From Wikipedia
In deep learning, a convolutional neural network (CNN, or ConvNet) is a class of deep neural networks, most commonly applied to analyzing visual imagery. … They have applications in image and video recognition, recommender systems, image classification, medical image analysis, natural language processing, brain-computer interfaces, and financial time series.
Implementation
For the implementation we will use Python3 and PyTorch.
Environment
We use Jupyter notebooks to run the code and observe the results.
Code
All code is available on the Github