1.原理介绍: 人脸检测利用opencv进行图像处理,借用keras框架搭建卷积神经网络,对图像进行特征提取与特征训练,再利用训练好的分类模型进行预测,再将预测标签实时打在每一帧图片上,实现实时人脸检测与人脸标注. 2.具体步骤: 2.2数据获取:借由opencv自带的人脸检测haarcascade_frontalface_alt2.xml进行人脸检测划分,构建起2*1000数据集. 2.3数据处理:利用opencv对图片进行读取,剪切,转为矩阵;划分好图片和标签集 2.4模型训练与保存: 搭建CNN神经网络模型; 对标签进行one-hot编码(用不同位置数组表示不同类型),对图像矩阵进行归一化; 将处理好的数据分批量fit给模型,进行训练. 保存训练好的模型,以便调用. 2.…
☆19Jul 13, 2021Updated 4 years ago
Alternatives and similar repositories for Real-time-face-recognition-based-on-OpenCV
Users that are interested in Real-time-face-recognition-based-on-OpenCV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 使用一个CNN网络模型对人脸图像进行性别分类和年龄估计☆12Jun 27, 2023Updated 3 years ago
- 对输入的图像（含有人脸）进行模糊或像素化处理☆10Jan 9, 2021Updated 5 years ago
- 基于YOLOV8的人脸检测模型，从huggingface上面下载，通过gradio进行部署，实现输入图片的URL或者上传图片，模型检测出所有的人脸，并返回位置信息☆20Jul 19, 2024Updated last year
- vue.js+node.js 毕业设计 ----- 校园信息发布平台☆16May 22, 2021Updated 5 years ago
- 使用fer2013数据集、tf2、opencv等完成人脸情绪识别☆17May 28, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- halcon算子阈值分割的实现☆13Apr 13, 2018Updated 8 years ago
- （监控管理系统，人脸识别，多摄像头管理）This is an example program of a monitoring system that implements multi camera management, facial recognition, and fa…☆26Apr 24, 2024Updated 2 years ago
- 这是我大三期间课余完成的一个利用体感摄像头对人体坐姿进行自动检测和矫正的软硬件结合项目。利用摄像头获取得到人体骨架信息，通过自行开发的骨架细化算法将骨架点的原始深度数据处理得到骨架关键点之间角度关系，并与标准骨架模型进行比对，从而对不规范的坐姿情景进行提醒。该项目用以参加I…☆30Apr 3, 2016Updated 10 years ago
- 建筑语义分割标签转实例分割标签☆11Sep 8, 2021Updated 4 years ago
- qt界面+yolox识别算法+modbus通信☆11Feb 11, 2023Updated 3 years ago
- 该程序的功能是与下位机（TMS320F28335）通信，通过CAN总线调试电机。 PC端接口用PyQt编写，mathplotlib用于实时更新曲线.☆10Sep 23, 2019Updated 6 years ago
- Rice Yield CNN is a model to estimate the rice yield based on RGB image of rice canopy at harvest. The model is developed based on more t…☆12Nov 8, 2021Updated 4 years ago
- 北京印刷学院人工智能大赛深度学习组作品_基于深度学习的新冠肺炎检测系统☆10Oct 10, 2023Updated 2 years ago
- 用VGG16模型进行简单的垃圾图像分类☆10Aug 30, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- StyleGAN-based generation of labels for crop-weed segmentation☆14May 11, 2024Updated 2 years ago
- IntegrateNet: A Deep learning Network for maize Stand Counting from UAV Imagery by Integrating Density and Local Count Maps.☆12Apr 15, 2022Updated 4 years ago
- Run python script in IOS platform☆12Sep 3, 2017Updated 8 years ago
- Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots☆13May 13, 2024Updated 2 years ago
- qt gui application for Facobook's Segment Anything Model(SAM).☆10Jun 15, 2023Updated 3 years ago
- 利用unet完成心脏分割任务☆11Aug 9, 2020Updated 5 years ago
- 图像分类网络Pytorch实现☆14Nov 26, 2021Updated 4 years ago
- Modified VGG16 and UNetCNN based 4D Image Segmentation (Finalist - Smart India Hackathon 2019)☆12Aug 15, 2020Updated 5 years ago
- Segmentation and analysis of hemispherical images to estimate leaf area index (LAI) and further parameters☆14Oct 12, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MFC图像处理系统，使用Opencv库，完成了图像的灰度变换、形态学操作、图像分割、图像滤波、边缘检测、人脸检测等功能。☆33Jan 1, 2024Updated 2 years ago
- Animatable Slider View for iOS☆23Aug 10, 2013Updated 12 years ago
- Scipy to iOS arm64 build☆11Aug 12, 2019Updated 6 years ago
- Make your API token refreshable automatically.☆15May 6, 2018Updated 8 years ago
- 裁剪核心图片☆16Jan 3, 2017Updated 9 years ago
- 使用opencv-python/PyQt5完成的数字图像处理系统，包括图像缩放/裁剪/灰度变换/高低通滤波/边缘检测等功能☆12Aug 9, 2020Updated 5 years ago
- The improved model for multi-object detection and lane line segmentation based on the YoloP model.☆15Nov 5, 2022Updated 3 years ago
- 通过将残差网络作为编码器，改进UNet ( improving the unet by using the resnet as the encoder )☆13Jun 14, 2020Updated 6 years ago
- A simple implementation of Tensorrt PPYOLOE☆18Jul 5, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Collect all sensor data in iOS☆13Apr 21, 2018Updated 8 years ago
- 2023届合肥工业大学电子信息科学与技术毕业设计。毕设题目：基于机器视觉技术的液晶屏切割缺陷辅助检测系统☆11May 9, 2023Updated 3 years ago
- 对常用图像分类和目标检测模型的封装📦，目前已经停更（模型也许已经过时）☆10Mar 27, 2021Updated 5 years ago
- keras cnn和face-api.js实现的人脸识别与情绪分类☆40Dec 9, 2022Updated 3 years ago
- 计算机视觉课程项目 —— 基于 OpenCV、PyQt 的图片处理工具☆12Aug 5, 2020Updated 5 years ago
- Pytorch reimplement of PPYOLOv2, PPYOLO, YOLOv3☆14Jul 17, 2021Updated 4 years ago
- 使用yolov5构建人脸检测模型，使用预训练的Arcface完成人脸特征提取和识别☆42Sep 15, 2021Updated 4 years ago