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Title: GitHub - guzichen/PaddleDetection: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Open Graph Title: GitHub - guzichen/PaddleDetection: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

X Title: GitHub - guzichen/PaddleDetection: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Description: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. - guzichen/PaddleDetection

Open Graph Description: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. - guzichen/PaddleDetection

X Description: Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. - guzichen/PaddleDetection

Opengraph URL: https://github.com/guzichen/PaddleDetection

X: @github

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💫PP-PicoDet 超轻量实时目标检测模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-picodet-%E8%B6%85%E8%BD%BB%E9%87%8F%E5%AE%9E%E6%97%B6%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E6%A8%A1%E5%9E%8B
📡PP-Tracking 实时多目标跟踪系统	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-tracking-%E5%AE%9E%E6%97%B6%E5%A4%9A%E7%9B%AE%E6%A0%87%E8%B7%9F%E8%B8%AA%E7%B3%BB%E7%BB%9F
⛷️PP-TinyPose 人体骨骼关键点识别	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-tinypose-%E4%BA%BA%E4%BD%93%E9%AA%A8%E9%AA%BC%E5%85%B3%E9%94%AE%E7%82%B9%E8%AF%86%E5%88%AB
🏃🏻PP-Human 实时行人分析工具	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-%E5%AE%9E%E6%97%B6%E8%A1%8C%E4%BA%BA%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
🏎️PP-Vehicle 实时车辆分析工具	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-vehicle-%E5%AE%9E%E6%97%B6%E8%BD%A6%E8%BE%86%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
💡产业实践范例	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E4%BA%A7%E4%B8%9A%E5%AE%9E%E8%B7%B5%E8%8C%83%E4%BE%8B
🏆企业应用案例	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E4%BC%81%E4%B8%9A%E5%BA%94%E7%94%A8%E6%A1%88%E4%BE%8B
📝许可证书	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E8%AE%B8%E5%8F%AF%E8%AF%81%E4%B9%A6
📌引用	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E5%BC%95%E7%94%A8
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#简介
通用目标检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-%E9%AB%98%E7%B2%BE%E5%BA%A6%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E6%A8%A1%E5%9E%8B
小目标检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-sod-%E9%AB%98%E7%B2%BE%E5%BA%A6%E5%B0%8F%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E6%A8%A1%E5%9E%8B
旋转框检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-r-%E9%AB%98%E6%80%A7%E8%83%BD%E6%97%8B%E8%BD%AC%E6%A1%86%E6%A3%80%E6%B5%8B%E6%A8%A1%E5%9E%8B
3D目标物检测	https://github.com/PaddlePaddle/Paddle3D
	https://user-images.githubusercontent.com/61035602/206095864-f174835d-4e9a-42f7-96b8-d684fc3a3687.png
	https://user-images.githubusercontent.com/61035602/206095892-934be83a-f869-4a31-8e52-1074184149d1.jpg
	https://user-images.githubusercontent.com/61035602/206111796-d9a9702a-c1a0-4647-b8e9-3e1307e9d34c.png
	https://user-images.githubusercontent.com/61035602/206095622-cf6dbd26-5515-472f-9451-b39bbef5b1bf.gif
人脸检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9E%8B%E5%BA%93
2D关键点检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-tinypose-%E4%BA%BA%E4%BD%93%E9%AA%A8%E9%AA%BC%E5%85%B3%E9%94%AE%E7%82%B9%E8%AF%86%E5%88%AB
多目标追踪	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-tracking-%E5%AE%9E%E6%97%B6%E5%A4%9A%E7%9B%AE%E6%A0%87%E8%B7%9F%E8%B8%AA%E7%B3%BB%E7%BB%9F
实例分割	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9E%8B%E5%BA%93
	https://user-images.githubusercontent.com/61035602/206095684-72f42233-c9c7-4bd8-9195-e34859bd08bf.jpg
	https://user-images.githubusercontent.com/61035602/206100220-ab01d347-9ff9-4f17-9718-290ec14d4205.gif
	https://user-images.githubusercontent.com/61035602/206111753-836e7827-968e-4c80-92ef-7a78766892fc.gif
	https://user-images.githubusercontent.com/61035602/206095831-cc439557-1a23-4a99-b6b0-b6f2e97e8c57.jpg
车辆分析——车牌识别	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-vehicle-%E5%AE%9E%E6%97%B6%E8%BD%A6%E8%BE%86%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
车辆分析——车流统计	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-vehicle-%E5%AE%9E%E6%97%B6%E8%BD%A6%E8%BE%86%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
车辆分析——违章检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-vehicle-%E5%AE%9E%E6%97%B6%E8%BD%A6%E8%BE%86%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
车辆分析——属性分析	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8Fpp-vehicle-%E5%AE%9E%E6%97%B6%E8%BD%A6%E8%BE%86%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
	https://user-images.githubusercontent.com/61035602/206099328-2a1559e0-3b48-4424-9bad-d68f9ba5ba65.gif
	https://user-images.githubusercontent.com/61035602/206095918-d0e7ad87-7bbb-40f1-bcc1-37844e2271ff.gif
	https://user-images.githubusercontent.com/61035602/206100295-7762e1ab-ffce-44fb-b69d-45fb93657fa0.gif
	https://user-images.githubusercontent.com/61035602/206095905-8255776a-d8e6-4af1-b6e9-8d9f97e5059d.gif
行人分析——闯入分析	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-%E5%AE%9E%E6%97%B6%E8%A1%8C%E4%BA%BA%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
行人分析——行为分析	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-%E5%AE%9E%E6%97%B6%E8%A1%8C%E4%BA%BA%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
行人分析——属性分析	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-%E5%AE%9E%E6%97%B6%E8%A1%8C%E4%BA%BA%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
行人分析——人流统计	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-%E5%AE%9E%E6%97%B6%E8%A1%8C%E4%BA%BA%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7
	https://user-images.githubusercontent.com/61035602/206095792-ae0ac107-cd8e-492a-8baa-32118fc82b04.gif
	https://user-images.githubusercontent.com/61035602/206095778-fdd73e5d-9f91-48c7-9d3d-6f2e02ec3f79.gif
	https://user-images.githubusercontent.com/61035602/206095709-2c3a209e-6626-45dd-be16-7f0bf4d48a14.gif
	https://user-images.githubusercontent.com/61035602/206113351-cc59df79-8672-4d76-b521-a15acf69ae78.gif
🎗️产业特色模型\|产业工具	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8F%E4%BA%A7%E4%B8%9A%E7%89%B9%E8%89%B2%E6%A8%A1%E5%9E%8B%E4%BA%A7%E4%B8%9A%E5%B7%A5%E5%85%B7-1
模型在线体验	https://www.paddlepaddle.org.cn/models
	https://user-images.githubusercontent.com/61035602/206896755-bd0cd498-1149-4e94-ae30-da590ea78a7a.gif
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#最新进展
	https://private-user-images.githubusercontent.com/17582080/245363952-196b0a10-d2e8-401c-9132-54b9126e0a33.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.0WYmeBznp-_MDHyGgW5_sE5DuVFhsegWyT1LiYcMQe8
《超越YOLOv8，飞桨推出精度最高的实时检测器RT-DETR！》	https://mp.weixin.qq.com/s/o03QM2rZNjHVto36gcV0Yw
RT-DETR	https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/rtdetr
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#开源社区
开源项目开发指南	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/contribution/README.md
B站:飞桨PaddlePaddle	https://space.bilibili.com/476867757
微信: 飞桨PaddlePaddle	https://mp.weixin.qq.com/s/6ji89VKqoXDY6SSGkxS8NQ
	https://private-user-images.githubusercontent.com/22989727/245355802-0466954b-ab4d-4984-bd36-796c37f0ee9c.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.051Af8cMdJ7Zd1BNQEUErgSlb-MVqFvb-lwG6GunQd8
	https://user-images.githubusercontent.com/61035602/224244188-da8495fc-eea9-432f-bc2d-6f0144c2dde9.png
《PaddleDetection v2.6发布：目标小？数据缺？标注累？泛化差？PP新员逐一应对！》	https://mp.weixin.qq.com/s/SLITj5k120d_fQc7jEO8Vw
CVPR 2023 \| 单阶段半监督目标检测SOTA：ARSL	https://mp.weixin.qq.com/s/UZLIGL6va2KBfofC-nKG4g
ARSL	https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/semi_det
	https://user-images.githubusercontent.com/61035602/230522850-21873665-ba79-4f8d-8dce-43d736111df8.png
YOLOv8来啦！YOLO内卷期模型怎么选？9+款AI硬件如何快速部署？深度解析	https://mp.weixin.qq.com/s/rPwprZeHEpmGOe5wxrmO5g
PaddleYOLO全系列	https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.5/docs/feature_models/PaddleYOLO_MODEL.md
	https://user-images.githubusercontent.com/61035602/213202797-3a1b24f3-53c0-4094-bb31-db2f84438fbc.jpeg
囿于数据少？泛化性差？PaddleDetection少样本迁移学习助你一键突围！	https://mp.weixin.qq.com/s/dFEQoxSzVCOaWVZPb3N7WA
世界杯决赛号角吹响！趁周末来搭一套足球3D+AI量化分析系统吧！	https://mp.weixin.qq.com/s/koJxjWDPBOlqgI-98UsfKQ
	https://user-images.githubusercontent.com/61035602/208036574-f151a7ff-a5f1-4495-9316-a47218a6576b.gif
Yes, PP-YOLOE！80.73mAP、38.5mAP，旋转框、小目标检测能力双SOTA！	https://mp.weixin.qq.com/s/6ji89VKqoXDY6SSGkxS8NQ
	https://user-images.githubusercontent.com/61035602/208037368-5b9f01f7-afd9-46d8-bc80-271ccb5db7bb.png
YOLO-VISION	https://ultralytics.com/yolo-vision
	https://user-images.githubusercontent.com/48054808/192301374-940cf2fa-9661-419b-9c46-18a4570df381.jpeg
Yes, PP-YOLOE! 基于PP-YOLOE的算法开发	https://github.com/PaddlePaddle/PaddleDetection/issues/7345
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#主要特性
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#模块化设计
🧩模块组件	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9D%97%E7%BB%84%E4%BB%B6
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#丰富的模型库
📱模型库	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9E%8B%E5%BA%93
⚖️模型性能对比	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8F%E6%A8%A1%E5%9E%8B%E6%80%A7%E8%83%BD%E5%AF%B9%E6%AF%94
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️产业特色模型产业工具
🎗️产业特色模型\|产业工具	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%EF%B8%8F%E4%BA%A7%E4%B8%9A%E7%89%B9%E8%89%B2%E6%A8%A1%E5%9E%8B%E4%BA%A7%E4%B8%9A%E5%B7%A5%E5%85%B7-1
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#产业级部署实践
💡产业实践范例	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E4%BA%A7%E4%B8%9A%E5%AE%9E%E8%B7%B5%E8%8C%83%E4%BE%8B
🏆企业应用案例	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E4%BC%81%E4%B8%9A%E5%BA%94%E7%94%A8%E6%A1%88%E4%BE%8B
	https://user-images.githubusercontent.com/61035602/206431371-912a14c8-ce1e-48ec-ae6f-7267016b308e.png
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#安装
安装说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/INSTALL_cn.md
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#教程
零基础入门深度学习	https://www.paddlepaddle.org.cn/tutorials/projectdetail/4676538
零基础入门目标检测	https://aistudio.baidu.com/aistudio/education/group/info/1617
快速体验	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/QUICK_STARTED_cn.md
示例：30分钟快速开发交通标志检测模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/GETTING_STARTED_cn.md
数据准备	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/data/README.md
数据处理模块	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/READER.md
RCNN参数说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/config_annotation/faster_rcnn_r50_fpn_1x_coco_annotation.md
PP-YOLO参数说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/config_annotation/ppyolo_r50vd_dcn_1x_coco_annotation.md
新增检测模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/MODEL_TECHNICAL.md
目标检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/customization/detection.md
关键点检测	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/customization/keypoint_detection.md
多目标跟踪	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/customization/pphuman_mot.md
行为识别	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/customization/action_recognotion
属性识别	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/advanced_tutorials/customization/pphuman_attribute.md
模型导出教程	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/EXPORT_MODEL.md
模型压缩	https://github.com/PaddlePaddle/PaddleSlim
剪裁/量化/蒸馏教程	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/slim
Paddle Inference部署	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/README.md
Python端推理部署	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/python
C++端推理部署	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/cpp
Paddle Lite部署	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/lite
Paddle Serving部署	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/serving
ONNX模型导出	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/EXPORT_ONNX_MODEL.md
推理benchmark	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/BENCHMARK_INFER.md
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#faq
FAQ/常见问题汇总	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/FAQ
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#模块组件
ResNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/resnet.py
CSPResNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/res2net.py
SENet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/senet.py
Res2Net	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/res2net.py
HRNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/hrnet.py
Lite-HRNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/lite_hrnet.py
DarkNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/darknet.py
CSPDarkNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/csp_darknet.py
MobileNetV1	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/mobilenet_v1.py
MobileNetV1	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/mobilenet_v3.py
ShuffleNetV2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/shufflenet_v2.py
GhostNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/ghostnet.py
BlazeNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/blazenet.py
DLA	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/dla.py
HardNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/hardnet.py
LCNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/lcnet.py
ESNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/esnet.py
Swin-Transformer	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/swin_transformer.py
ConvNeXt	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/convnext.py
VGG	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/vgg.py
Vision Transformer	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/vision_transformer.py
ConvNext	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/convnext
BiFPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/bifpn.py
BlazeFace-FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/blazeface_fpn.py
CenterNet-FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/centernet_fpn.py
CSP-PAN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/csp_pan.py
Custom-PAN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/custom_pan.py
FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/fpn.py
ES-PAN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/es_pan.py
HRFPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/hrfpn.py
LC-PAN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/lc_pan.py
TTF-FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/ttf_fpn.py
YOLO-FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/yolo_fpn.py
Smooth-L1	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/smooth_l1_loss.py
Detr Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/detr_loss.py
Fairmot Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/fairmot_loss.py
Fcos Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/fcos_loss.py
GFocal Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/gfocal_loss.py
JDE Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/jde_loss.py
KeyPoint Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/keypoint_loss.py
SoloV2 Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/solov2_loss.py
Focal Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/focal_loss.py
GIoU/DIoU/CIoU	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/iou_loss.py
IoUAware	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/iou_aware_loss.py
SparseRCNN Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/sparsercnn_loss.py
SSD Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/ssd_loss.py
YOLO Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/focal_loss.py
CT Focal Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/yolo_loss.py
VariFocal Loss	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/losses/varifocal_loss.py
SoftNMS	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/post_process.py
MatrixNMS	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/post_process.py
FP16 training	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/tools/train.py#L62
Multi-machine training	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/tutorials/DistributedTraining_cn.md
Sync-BN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/backbones/resnet.py#L41
Group Norm	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/gn/README.md
DCNv2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/dcn/README.md
EMA	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/optimizer/ema.py
Resize	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Lighting	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Flipping	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Expand	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Crop	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Color Distort	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Random Erasing	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Mixup	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
AugmentHSV	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Mosaic	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Cutmix	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Grid Mask	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Auto Augment	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
Random Perspective	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/data/transform/operators.py
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#模型库
Faster RCNN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/faster_rcnn/README.md
FPN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/ppdet/modeling/necks/fpn.py
Cascade-RCNN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/cascade_rcnn/README.md
PSS-Det	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/rcnn_enhance
RetinaNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/retinanet/README.md
YOLOv3	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/yolov3/README.md
YOLOF	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/yolof/README.md
YOLOX	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/yolox/README.md
YOLOv5	https://github.com/PaddlePaddle/PaddleYOLO/tree/develop/configs/yolov5
YOLOv6	https://github.com/PaddlePaddle/PaddleYOLO/tree/develop/configs/yolov6
YOLOv7	https://github.com/PaddlePaddle/PaddleYOLO/tree/develop/configs/yolov7
YOLOv8	https://github.com/PaddlePaddle/PaddleYOLO/tree/develop/configs/yolov8
RTMDet	https://github.com/PaddlePaddle/PaddleYOLO/tree/develop/configs/rtmdet
PP-YOLO	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyolo/README_cn.md
PP-YOLO-Tiny	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyolo#pp-yolo-tiny
PP-PicoDet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/picodet
PP-YOLOv2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyolo/README_cn.md
PP-YOLOE	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/README_legacy.md
PP-YOLOE+	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/README_cn.md
PP-YOLOE-SOD	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/smalldet
PP-YOLOE-R	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/rotate/README.md
SSD	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ssd/README.md
CenterNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/centernet
FCOS	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/fcos
FCOSR	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/rotate/fcosr
TTFNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ttfnet
TOOD	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/tood
GFL	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/gfl
GFLv2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/gfl/gflv2_r50_fpn_1x_coco.yml
DETR	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/detr
Deformable DETR	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/deformable_detr
Sparse RCNN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/sparse_rcnn
JDE	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/jde
FairMOT	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/fairmot
DeepSORT	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/deepsort
ByteTrack	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/bytetrack
OC-SORT	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/ocsort
BoT-SORT	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/botsort
CenterTrack	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/centertrack
HRNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/hrnet
HigherHRNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/higherhrnet
Lite-HRNet	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/lite_hrnet
PP-TinyPose	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/tiny_pose
Mask RCNN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mask_rcnn
Cascade Mask RCNN	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/cascade_rcnn
SOLOv2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/solov2
BlazeFace	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/face_detection
DenseTeacher	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/semi_det
Smoke	https://github.com/PaddlePaddle/Paddle3D
CaDDN	https://github.com/PaddlePaddle/Paddle3D
PointPillars	https://github.com/PaddlePaddle/Paddle3D
CenterPoint	https://github.com/PaddlePaddle/Paddle3D
SequeezeSegV3	https://github.com/PaddlePaddle/Paddle3D
IA-SSD	https://github.com/PaddlePaddle/Paddle3D
PETR	https://github.com/PaddlePaddle/Paddle3D
PP-Vehicle	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
PP-Human	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
PP-HumanV2	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
PP-Sports	https://github.com/PaddlePaddle/PaddleSports
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️模型性能对比
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️服务器端模型性能对比
	https://user-images.githubusercontent.com/61035602/206434766-caaa781b-b922-481f-af09-15faac9ed33b.png
PaddleYOLO	https://github.com/PaddlePaddle/PaddleYOLO
PaddleYOLO_MODEL	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/docs/feature_models/PaddleYOLO_MODEL.md
📱模型库	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9E%8B%E5%BA%93
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️移动端模型性能对比
	https://user-images.githubusercontent.com/61035602/206434741-10460690-8fc3-4084-a11a-16fe4ce2fc85.png
MobileDetBenchmark	https://github.com/JiweiMaster/MobileDetBenchmark
📱模型库	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#%E6%A8%A1%E5%9E%8B%E5%BA%93
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️产业特色模型产业工具-1
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-高精度目标检测模型
PP-YOLOE说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/README_cn.md
arXiv论文	https://arxiv.org/abs/2203.16250
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml
下载地址	https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_m_80e_coco.pdparams
全部预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/README_cn.md
PP-YOLOE+ 下游任务	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
下载链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
PP-YOLOE+ 下游任务	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
下载链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
PP-YOLOE+ 下游任务	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
下载链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/ppyoloe/application/README.md
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-r-高性能旋转框检测模型
PP-YOLOE-R说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/rotate/ppyoloe_r
arXiv论文	https://arxiv.org/abs/2211.02386
model	https://paddledet.bj.bcebos.com/models/ppyoloe_r_crn_l_3x_dota_ms.pdparams
config	https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/rotate/ppyoloe_r/ppyoloe_r_crn_l_3x_dota_ms.yml
全部预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/rotate/ppyoloe_r
基于PP-YOLOE-R的旋转框检测	https://aistudio.baidu.com/aistudio/projectdetail/5058293
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/5058293
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-yoloe-sod-高精度小目标检测模型
PP-YOLOE-SOD 小目标检测模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/smalldet
下载链接	https://paddledet.bj.bcebos.com/models/ppyoloe_plus_sod_crn_l_80e_visdrone.pdparams
配置文件	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/visdrone/ppyoloe_plus_sod_crn_l_80e_visdrone.yml
全部预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/smalldet
基于PP-YOLOE-SOD的无人机航拍图像检测	https://aistudio.baidu.com/aistudio/projectdetail/5036782
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/5036782
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-picodet-超轻量实时目标检测模型
PP-PicoDet说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/picodet/README.md
arXiv论文	https://arxiv.org/abs/2111.00902
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/picodet/picodet_l_320_coco_lcnet.yml
下载地址	https://paddledet.bj.bcebos.com/models/picodet_l_320_coco_lcnet.pdparams
全部预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/picodet/README.md
基于PP-PicoDet的路面垃圾检测	https://aistudio.baidu.com/aistudio/projectdetail/3846170?channelType=0&channel=0
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/3846170?channelType=0&channel=0
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-tracking-实时多目标跟踪系统
PP-Tracking说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/README.md
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/bytetrack/bytetrack_yolox.yml
下载地址	https://bj.bcebos.com/v1/paddledet/models/mot/yolox_x_24e_800x1440_mix_det.pdparams
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml
下载地址	https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/mot/ocsort/ocsort_yolox.yml
下载地址	https://bj.bcebos.com/v1/paddledet/models/mot/yolox_x_24e_800x1440_mix_mot_ch.pdparams
PP-Tracking之手把手玩转多目标跟踪	https://aistudio.baidu.com/aistudio/projectdetail/3022582
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/3022582
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️pp-tinypose-人体骨骼关键点识别
PP-TinyPose说明	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/tiny_pose
链接	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/tiny_pose/tinypose_256x192.yml
下载地址	https://bj.bcebos.com/v1/paddledet/models/keypoint/tinypose_256x192.pdparams
全部预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/configs/keypoint/README.md
基于PP-TinyPose增强版的智能健身动作识别	https://aistudio.baidu.com/aistudio/projectdetail/4385813
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/4385813
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#pp-human-实时行人分析工具
PP-Human行人分析工具使用指南	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
多目标跟踪	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
属性识别	https://bj.bcebos.com/v1/paddledet/models/pipeline/PPHGNet_small_person_attribute_954_infer.zip
多目标跟踪	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
关键点检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/dark_hrnet_w32_256x192.zip
基于关键点行为识别	https://bj.bcebos.com/v1/paddledet/models/pipeline/STGCN.zip
多目标跟踪	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
视频分类	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
基于人体id的目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/ppyoloe_crn_s_80e_smoking_visdrone.zip
目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_pipeline.zip
基于人体id的图像分类	https://bj.bcebos.com/v1/paddledet/models/pipeline/PPHGNet_tiny_calling_halfbody.zip
完整预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
基于PP-Human v2的摔倒检测	https://aistudio.baidu.com/aistudio/projectdetail/4606001
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/4606001
基于PP-Human的打架识别	https://aistudio.baidu.com/aistudio/projectdetail/4086987?contributionType=1
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/4086987?contributionType=1
基于PP-Human的来客分析案例教程	https://aistudio.baidu.com/aistudio/projectdetail/4537344
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/4537344
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#️pp-vehicle-实时车辆分析工具
PP-Vehicle车辆分析工具指南	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
目标检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_ppvehicle.zip
多目标跟踪	https://bj.bcebos.com/v1/paddledet/models/pipeline/mot_ppyoloe_l_36e_ppvehicle.zip
车牌检测	https://bj.bcebos.com/v1/paddledet/models/pipeline/ch_PP-OCRv3_det_infer.tar.gz
车牌识别	https://bj.bcebos.com/v1/paddledet/models/pipeline/ch_PP-OCRv3_rec_infer.tar.gz
属性识别	https://bj.bcebos.com/v1/paddledet/models/pipeline/vehicle_attribute_model.zip
完整预训练模型	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/deploy/pipeline/README.md
基于PP-Vehicle的交通监控分析系统	https://aistudio.baidu.com/aistudio/projectdetail/4512254
下载链接	https://aistudio.baidu.com/aistudio/projectdetail/4512254
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#产业实践范例
AI-Studio	https://ai.baidu.com/ai-doc/AISTUDIO/Tk39ty6ho
产业实践范例完整列表	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/industrial_tutorial/README.md
基于PP-YOLOE-R的旋转框检测	https://aistudio.baidu.com/aistudio/projectdetail/5058293
基于PP-YOLOE-SOD的无人机航拍图像检测	https://aistudio.baidu.com/aistudio/projectdetail/5036782
基于PP-Vehicle的交通监控分析系统	https://aistudio.baidu.com/aistudio/projectdetail/4512254
基于PP-Human v2的摔倒检测	https://aistudio.baidu.com/aistudio/projectdetail/4606001
基于PP-TinyPose增强版的智能健身动作识别	https://aistudio.baidu.com/aistudio/projectdetail/4385813
基于PP-Human的打架识别	https://aistudio.baidu.com/aistudio/projectdetail/4086987?contributionType=1
基于Faster-RCNN的瓷砖表面瑕疵检测	https://aistudio.baidu.com/aistudio/projectdetail/2571419
基于PaddleDetection的PCB瑕疵检测	https://aistudio.baidu.com/aistudio/projectdetail/2367089
基于FairMOT实现人流量统计	https://aistudio.baidu.com/aistudio/projectdetail/2421822
基于YOLOv3实现跌倒检测	https://aistudio.baidu.com/aistudio/projectdetail/2500639
基于PP-PicoDetv2 的路面垃圾检测	https://aistudio.baidu.com/aistudio/projectdetail/3846170?channelType=0&channel=0
基于人体关键点检测的合规检测	https://aistudio.baidu.com/aistudio/projectdetail/4061642?contributionType=1
基于PP-Human的来客分析案例教程	https://aistudio.baidu.com/aistudio/projectdetail/4537344
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#企业应用案例
企业应用案例完整列表	https://www.paddlepaddle.org.cn/customercase
中国南方电网——变电站智慧巡检	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2330
国铁电气——轨道在线智能巡检系统	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2280
京东物流——园区车辆行为识别	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2611
中兴克拉—厂区传统仪表统计监测	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2618
宁德时代—动力电池高精度质量检测	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2609
中国科学院空天信息创新研究院——高尔夫球场遥感监测	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2483
御航智能——基于边缘的无人机智能巡检	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2481
普宙无人机——高精度森林巡检	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2121
领邦智能——红外无感测温监控	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2615
北京地铁——口罩检测	https://mp.weixin.qq.com/s/znrqaJmtA7CcjG0yQESWig
音智达——工厂人员违规行为检测	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2288
华夏天信——输煤皮带机器人智能巡检	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2331
优恩物联网——社区住户分类支持广告精准投放	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2485
螳螂慧视——室内3D点云场景物体分割与检测	https://www.paddlepaddle.org.cn/support/news?action=detail&id=2599
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#许可证书
Apache 2.0 license	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/blob/release/2.7/LICENSE
	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#引用
Readme	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection
Activity	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/activity
0 stars	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/stargazers
0 watching	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/watchers
0 forks	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fguzichen%2FPaddleDetection&report=guzichen+%28user%29
Releases	https://patch-diff.githubusercontent.com/guzichen/PaddleDetection/releases
Packages 0	https://patch-diff.githubusercontent.com/users/guzichen/packages?repo_name=PaddleDetection
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
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Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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