1zlab face track robot二自由度云台实现人脸追踪。 首先是使用一款名字叫做IP摄像头的APP 采集手机摄像头的图像,在手机上建立一个视频流服务器。在局域网下,PC通过IP还有端口号获取图像。使用OpenCV的人脸检测的API获取人脸在画面中的位置,根据人脸位置距离画面中心的x轴与y轴的偏移量(offset) ,通过P比例控制(PID控制中最简单的一种)控制二自由度云台上臂与下臂的旋转角度,将角度信息通过串口通信UART发送给ESP32单片机(不限于ESP32,STM32,Arduino都可以)解析执行对应的操作,从而使得人脸尽可能处在画面的正中间。
Stars: ✭ 103 (-33.12%)
InsightfaceState-of-the-art 2D and 3D Face Analysis Project
Stars: ✭ 10,886 (+6968.83%)
DeepstackThe World's Leading Cross Platform AI Engine for Edge Devices
Stars: ✭ 120 (-22.08%)
Tensorflow MtcnnC++ and python Inference only for MTCNN face detector on Tensorflow. Based on davidsandberg's facenet project:
Stars: ✭ 106 (-31.17%)
Computer Vision RaspberrypiSample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick
Stars: ✭ 69 (-55.19%)
Insightface Just WorksInsightface face detection and recognition model that just works out of the box.
Stars: ✭ 127 (-17.53%)
Pyseetapython api for SeetaFaceEngine(https://github.com/seetaface/SeetaFaceEngine.git)
Stars: ✭ 93 (-39.61%)
Face Recognition.jsSimple Node.js package for robust face detection and face recognition. JavaScript and TypeScript API.
Stars: ✭ 1,768 (+1048.05%)
FacegrabA tool to collect public images from Facebook and create an image dataset for training computer vision applications like gender recognition, and face detection
Stars: ✭ 76 (-50.65%)
DeepgazeComputer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
Stars: ✭ 1,552 (+907.79%)
SodAn Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
Stars: ✭ 1,460 (+848.05%)
Face Api Demo Vue使用 Vue 框架搭建演示,H5、Web、NodeJS 实现人脸检测识别,基于 TensorFlowJS 实现的 face-api.js 人脸识别库。
Stars: ✭ 65 (-57.79%)
FacelandmarksdetectionFinds facial features such as face contour, eyes, mouth and nose in an image.
Stars: ✭ 130 (-15.58%)
Face ClassificationFace model to classify gender and race. Trained on LFWA+ Dataset.
Stars: ✭ 104 (-32.47%)
AwslambdafacePerform deep neural network based face detection and recognition in the cloud (via AWS lambda) with zero model configuration or tuning.
Stars: ✭ 98 (-36.36%)
LibfacedetectionAn open source library for face detection in images. The face detection speed can reach 1000FPS.
Stars: ✭ 10,852 (+6946.75%)
React Native CameraA Camera component for React Native. Also supports barcode scanning!
Stars: ✭ 9,530 (+6088.31%)
Gender Detection KerasGender detection (from scratch) using deep learning with keras and cvlib.
Stars: ✭ 147 (-4.55%)
Pcn NcnnPCN based on ncnn framework.
Stars: ✭ 78 (-49.35%)
Facedetection🌟 Human Face Detection based on AdaBoost
Stars: ✭ 137 (-11.04%)
Mobilenet YoloMobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Stars: ✭ 1,566 (+916.88%)
Face recognitionThe world's simplest facial recognition api for Python and the command line
Stars: ✭ 42,549 (+27529.22%)
Faceboxes使用pytorch实现了FaceBoxes: A CPU Real-time Face Detector with High Accuracy
Stars: ✭ 131 (-14.94%)
Awesome Face DetectionCompare with various detectors - s3fd, dlib, ocv, ocv-dnn, mtcnn-pytorch, face_recognition
Stars: ✭ 106 (-31.17%)
CompactcnncascadeA binary library for very fast face detection using compact CNNs.
Stars: ✭ 152 (-1.3%)
CaireContent aware image resize library
Stars: ✭ 9,783 (+6252.6%)
Robovision AI and machine leaning-based computer vision for a robot
Stars: ✭ 126 (-18.18%)
AgenderReal-time estimation of gender and age
Stars: ✭ 95 (-38.31%)
Animoji AnimateFacial-Landmarks Detection based animating application similar to Apple-Animoji™
Stars: ✭ 142 (-7.79%)
HellovisionVision framework example for my article. https://medium.com/compileswift/swift-world-whats-new-in-ios-11-vision-456ba4156bad
Stars: ✭ 93 (-39.61%)
FacedetectioniPhone app for detecting faces from a live camera feed using Swift and iOS 13 API's.
Stars: ✭ 123 (-20.13%)
Dsfd.pytorchDSFD implement with pytorch
Stars: ✭ 153 (-0.65%)
Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
Stars: ✭ 79 (-48.7%)
Anime Face DetectorA Faster-RCNN based anime face detector implementation using tensorflow.
Stars: ✭ 117 (-24.03%)
Cnn Paper2🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
Stars: ✭ 77 (-50%)
TenginekitTengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
Stars: ✭ 2,103 (+1265.58%)
Retinadetector基于RetinaFace的目标检测方法,适用于人脸、缺陷、小目标、行人等
Stars: ✭ 73 (-52.6%)
Deep Face RecognitionOne-shot Learning and deep face recognition notebooks and workshop materials
Stars: ✭ 147 (-4.55%)
FacevfxMapping real-time visual effect to human face.
Stars: ✭ 68 (-55.84%)
DeepfaceFace analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
Stars: ✭ 1,465 (+851.3%)
Face ApiJavaScript module for face detection and face recognition Using Tensorflow/JS
Stars: ✭ 67 (-56.49%)
FacerecognitionThis is an implematation project of face detection and recognition. The face detection using MTCNN algorithm, and recognition using LightenenCNN algorithm.
Stars: ✭ 137 (-11.04%)
Maskedface NetMaskedFace-Net is a dataset of human faces with a correctly and incorrectly worn mask based on the dataset Flickr-Faces-HQ (FFHQ).
Stars: ✭ 152 (-1.3%)
JeelizfacefilterJavascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
Stars: ✭ 2,042 (+1225.97%)
SpherefaceImplementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
Stars: ✭ 1,483 (+862.99%)