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xiami8888's Projects

face-recognition icon face-recognition

1、基于CNN模型来实现人脸识别 2、基于Flask将人脸识别模型暴露为web服务形式进行调用 3、基于OpenCV调用摄像头对实时视频流数据进行检测

face_recognition icon face_recognition

项目名称为：自建数据集人脸识别。该项目利用电脑自带摄像头或者已有照片进行人脸数据集建立，再进行人脸检测，人脸识别，人脸预测，包括数据采集、数据预处理、建模、模型训练、模型使用预测全过程。项目使用Openc3进行数据采集、数据预处理，Keras 进行建模，模型参考了VGG16网络，包含4个卷积层，5个LeRu层，2个池化层，3个Dropout层，2个全连接层，1个flatten层，1个分类层，共18层。

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

make_voc2007 icon make_voc2007

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

rec_system icon rec_system

基于深度学习的课堂专注度行为识别系统

sohu_competition icon sohu_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

tensorflow-yolov3 icon tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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