faceLandmarkDetection.cpp实现视频帧捕获、人脸检测、人脸关键点检测; drawLandmarks.hpp实现人脸关键点绘制和多边形线绘制。 faceLandmarkDetection.cpp和drawLandmarks.hpp都在src文件夹中 实验结果 Reference [1]Tutorial:https://www.learnopencv.com/facemark-facial-landmark-detection-using-opencv/ [2]Code:htt...
Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detec
class FaceMasking: def __init__(self): landmarks_model_path = Path('models/face_landmarker.task') if not landmarks_model_path.exists(): landmarks_model_path.parent.mkdir(parents=True, exist_ok=True) url = "https://storage.googleapis.com/mediapipe-models/face_landmarke...
Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Up to 100FPS landmark inference on CPU.
https://towardsdatascience.com/face-landmarks-detection-with-pytorch-4b4852f5e9c4 http://dlib.net/files/data/ibug_300W_large_face_landmark_dataset.tar.gz 这个数据集是SDM训练需要用到的,使用xml文件表示,下载的xml文件和原代码有些微差别,调试通过即可; ...
ziwei7/fashion-landmarks https://github.com/vita-epfl/openpifpaf [PyTorch] https://github.com/microsoft/human-pose-estimation.pytorch [PyTorch] https://github.com/leoxiaobin/deep-high-resolution-net.pytorch [PyTorch] https://github.com/Daniil-Osokin/lightweight-human-pose-estimation.pytorch [...
dataset = WiderFaceDetection( training_dataset,preproc(img_dim, rgb_mean) torch.utils.data.Dataset 表示数据集的抽象类 这个PyTorch源码中的抽象类等着你实现,函数都空着呢 class Dataset(object): def __getitem__(self, index): raise NotImplementedError ...
欢迎大家来到我们的项目实战课,本期内容是《基于Pytorch的PFLD人脸关键点检测实战》。所谓项目课,就是以简单的原理回顾+详细的项目实战的模式,针对具体的某一个主题,进行代码级的实战讲解。 本次主题 人脸关键点检测是一个非常基础的任务,在人脸对齐,人脸表情识别,人脸三维重建,人脸美容美妆中是必备的技术,被广泛应用...
1、2016-Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks(MTCNN) Sierkinhane/mtcnn-pytorchgithub.com/Sierkinhane/mtcnn-pytorch 2、2018-Look at Boundary: A Boundary-Aware Face Alignment Algorithm(LAB) https://github.com/facial-landmarks-localization-challenge/Look...
libfacedetection的PyTorch训练程序开源 通过查看于老师开源的训练代码,我们可以看到该模型是一个SSD类型的目标检测模型,一共有四个检测分之,Backbone网络共16层,模型非常轻量级, 不过该模型使用一个PriorBox层生成anchor,可以做到任意大小的输入。这点我们在后面也会借鉴过去。