yolov12 开源项目推荐（92 个）

roboflow /inference

将任何计算机或边缘设备变成你计算机视觉项目的指挥中心。

mgonzs13 /yolo_ros

Ultralytics YOLOv8、YOLOv9、YOLOv10、YOLOv11、YOLOv12，适用于ROS 2平台。

akanametov /yolo-face

YOLO Face 🚀 in PyTorch

geekwenjie /SmartJavaAI

🔥🔥🔥Java免费离线AI算法工具箱,支持人脸识别,活体检测,表情识别,目标检测,实例分割,行人检测,OCR文字识别,车牌识别,表格识别,ASR+TTS,机器翻译等功能,Maven引用即可使用.支持PyTorch、TensorFlow、已集成 Mtcnn、InsightFace、SeetaFace6、YOLOv8~v12、PaddleOCR（PPOCRv5）、Whisper等主流模型

NickSwardh /YoloDotNet

YoloDotNet -一个C# .NET 8.0项目，用于图像和实时视频流中的分类、对象检测、OBB检测、分割和姿态估计。

dme-compunet /YoloSharp

🚀使用YOLO 11️

Melody-Zhou /tensorRT_Pro-Vision

该仓库基于shouxieai/tensorRT_Pro，并对YOLOv8进行了调整以支持。

wish44165 /YOLOv12-BoT-SORT-ReID

🔥 CVPR 2025（田纳西州纳什维尔）——第四届反无人机研讨会与挑战🥉赛

bharath5673 /Deepstream

deepstream 上的 yolov3、yolo12、dino、分割、人脸、姿态、关键点

srebroa /awesome-yolo

最受欢迎的 YOLO 算法列表——awesome YOLO

mohamedsamirx /YOLOv12-TensorRT-CPP

YOLOv12 Inference Using CPP, Tensorrt, And CUDA

pfeatherstone /tinyyolo

Short, concise yet complete implementations of various Yolo models in the style of Tinygrad, but in pure Pytorch.

nabang1010 /YOLO_Object_Tracking_TensorRT

YOLO Object Tracking TensorRT

hamdiboukamcha /Yolo-V12-cpp-TensorRT

The YOLOv12 C++ TensorRT Project in C++ and optimized using NVIDIA TensorRT

wish44165 /UAVDB

UAVDB：用于无人机检测与分割的点引导掩码

ahmedm0ssad /YOLO-SORT-Person-Tracker

Real-time person tracking system combining YOLOv12 detection with SORT multi-object tracking and Kalman filtering, featuring movement path visualization.

SanshruthR /CCTV_SENTRY_YOLO12

Real-time monitoring, object tracking, and line-crossing detection for CCTV camera streams.

emergentai /yolov12-onnxruntime-web

https://emergentai.ca/yolov12-onnxruntime-web/

TinhNguyen2312 /YOLO12-UnderWater

YOLOv12 Underwater Object Detection is an open-source suite for underwater object detection, built on YOLOv12. It offers an end-to-end pipeline with GPU-accelerated training, customizable data augmentations, real-time inference via Gradio, and support for model export (ONNX & PyTorch).

DanialSoleimany /YOLOv12-Tooth-Cavity-Detection

A deep learning project for detecting and classifying teeth as normal or cavity using YOLOv12m. The model is integrated into a web application for real-time dental screening. Designed to enhance early diagnosis accessibility, with future improvements planned for dataset expansion, annotation quality, and robustness to real-world conditions.