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deeplearn-cpp

编号项目说明
1AnimeGAN-onnxruntime人脸动漫化——AnimeGAN
2bytetrack-opencv-onnxruntimeYOLOX+ByteTrack目标跟踪(含mp4视频)
3centernet-opencv-onnxrun-cppCenterNet目标检测 CenterNet是典型的"Objects as Points"式的anchor-free系列的目标检测
4crowdcounting-p2pnet-opencvP2PNet人群检测和计数 《Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework》。
5DAMO-YOLO-detect-onnxrun-cppDAMO-YOLO目标检测
6dbnet-barcodedbnet-barcode 条形码识别
7dbnet-opencv-cppDBNet文字检测
8Dense-Head-Pose-Estimation-Face-Mesh-3D-Face-Rec3D人脸重建,人脸Mesh,人头姿势估计
9DirectMHP-onnxrun全范围角度2D多人头部姿势估计 ort推理
10DirectMHP-opencv全范围角度2D多人头部姿势估计 opencv-dnn推理
11DIS-opencv-onnxrunDIS高精度图像二类分割
12E2Pose-detect-onnxrun-cppE2Pose人体关键点检测
13FaceMaskDetection-dnn人脸口罩检测
14faster-rcnn-card-opencvfaster-rcnn检测证件照
15FastestDet-opencv-dnn《FastestDet: 比yolo-fastest更快!更强!更简单!全新设计的超实时Anchor-free目标检测算法》
16FreeYOLO-opencv-onnxrun-cppFreeYOLO目标检测 有COCO目标检测,人脸检测,密集行人检测的三种检测
17HAWP-onnxrun-cppHAWP线框检测 CVPR 2020里有一篇文章《Holistically-Attracted Wireframe Parsing》
18hybridnets-opencv-dnnHybridNets,同时处理车辆检测、可驾驶区域分割、车道线分割(opencv-dnn推理)
19informative-drawings-onnxrun-cppInformative-Drawings生成素描画 paper是cvpr2022的一篇文章《Learning to generate line drawings that convey geometry and semantics》
20LDC-onnxrun-cpp边缘检测的轻量级密集卷积神经网络 ort部署
21libface-detect-recognition人脸检测+人脸特征提取+相似度计算+关键点检测+人脸对齐(方法较为古老请看最新)
22libface-sface_detect-recognition-opencvlibface人脸检测和SFace人脸识别
23license-plate-detect-recoginition-opencv使用opencv-dnn 部署 lprNet 深度学习车牌检测与识别
24LSTR-lane-detect-onnxrun-cppLSTR基于Transformer的端到端实时车道线检测
25M-LSD-onnxrun-cpp轻量实时的M-LSD直线检测
26multiyolov5-opencv-onnxrunyolov5目标检测+语义分割
27nanodet-opncv-dnn-cppnanodet目标检测
28nanodet-plus-opencvNanoDet-Plus目标检测
29ocr-opencv-dnnOCR:文本检测用的是EAST,文本识别用的是CRNN
30PaddleOCR-v3-onnxrun-cpp-pyPaddlePaddle团队的PaddleOCR项目
31photo2cartoon-onnxrun-cpp部署StyleGAN人像卡通画 ,输入图片是人像大头照,如果输入图片里包含太多背景,需要先做人脸检测+人脸矫正
32picodet-onnxruntimePicoDet目标检测
33polygonyolov5-opencv-onnxrunyolov5不规则四边形目标检测
34PP-HumanSeg-opencv-onnxrunPP-HumanSeg肖像分割模型
35PP-MattingV2-onnxrun-cpp百度PaddleSeg发布的实时人像抠图模型PP-MattingV2
36PP-Vehicle-onnxrun-cpp百度飞桨开源PP-Vehicle车辆分析,包含车辆检测,识别车型和车辆颜色,车牌检测,车牌识别5个功能
37pp-yoloe-hrnet-human_pose_estimationPaddleDetection 中 PP-Human, PP-YOLOE行人检测+HRNet人体骨骼关键点检测
38pp-yoloe-onnxrun-cppPP-YOLOE目标检测
39PP-YOLOE-Plus-detect-onnxrun-cpp百度飞桨开源PP-YOLOE-Plus目标检测
40robustvideomatting-onnx鲁棒性视频抠图(PeterL1n发布)
41rotate-yolov5-opencv-onnxrunyolov5旋转目标检测
42rotateyolov5-opencv-onnxrunyolov5旋转目标检测
43scrfd-opencvSCRFD人脸检测 SCRFD是一个FCOS式的人脸检测器,2021年5月发出来的(高效率高精度人脸检测算法,速度和精度相比其他算法都有提升)
44u2net-onnxruntimeU-2-Net生成人脸素描画
45Ultra-Fast-Lane-Detection-v2-onnxrunUltra-Fast-Lane-Detection-v2车道线检测 ort部署
46yolact-opencv-dnn-cppyolact 实例分割
47yolo-fastestv2-opencv# yolo-fastestv2-opencv 使用OpenCV部署Yolo-FastestV2,包含C++和Python两种版本的程序

根据运行体验,这套程序的运行速度真的很快,而且模型文件也很小,可以直接上传到仓库里, 不用再从百度云盘下载的。

48yolo-qrcode-opencvOLOV3检测二维码
49YOLOP-opencv-dnn全景驾驶感知网络YOLOP,同时处理交通目标检测、可驾驶区域分割、车道线检测
50yolopv2-opencv-onnxrun-cppYOLOPV2目标检测+可驾驶区域分割+车道线分割
51yolov34-cpp-opencv-dnn经典的YOLOv3,YOLOv4,Yolo-Fastest和YOLObile这4种YOLO目标检测的实现
52yolov5-detect-car_plate_corneryolov5检测车牌和4个角点
53yolov5-face-landmarks-opencvyolov5检测人脸和关键点
54yolov5-face-landmarks-opencv-v2yolov5检测人脸和关键点
55yolov5-lite-onnxruntimeyolov5-lite目标检测
56yolov5-v6.1-opencv-onnxrunyolov5-v6.1目标检测
57yolov5_pose_opencvyolov5-pose目标检测+人体姿态估计。支持yolov5s,yolov5m,yolov5l
58yolov6-opencv-onnxruntimeYOLOV6目标检测
59yolov7-detect-face-onnxrun-cppYOLOV7人脸+关键点检测
60yolov7-head-detect-onnxrun-cppYOLOV7人头检测
61yolov7-opencv-onnxrun-cppYOLOV7目标检测
62yolov8-face-landmarks-opencv-dnnyolov8-face-landmarks-opencv-dnn 人脸检测、5点
63yolox-opencv-dnnOpenCV部署YOLOX,支持YOLOX-S、YOLOX-M、YOLOX-L、YOLOX-X、YOLOX-Darknet53五种结构

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