yolo12 开源项目推荐（34 个）

Linaom1214 /TensorRT-For-YOLO-Series

适用于YOLO系列模型（如YOLOv11、YOLOv10、YOLOv9、YOLOv8、YOLOv7、YOLOv6、YOLOX、YOLOv5）的TensorRT工具；支持NMS插件功能。

SunOner /sunone_aimbot

基于 AI 的适用于所有 FPS 游戏的自动瞄准机器人

SunOner /sunone_aimbot_2

基于AI的瞄准机器人，适用于所有FPS和TPS游戏

IntptrMax /YoloSharp

Train Yolo with C#

juanjaho /real-time-object-detection-web-app

Web-based real-time object detection for YOLO model.

pan93412 /yolo-rs

这是YOLO v11对象检测模型的高级Rust实现。

mahostar /EasyShield_v2.5

EasyShield Anti Spoofing AI Model for edge devices (State-of-the-art) performance (Open Source) Deep Learning Model

jparedesDS /cs2-object-dectection

YOLOv9 / YOLOv10/YOLO11/YOLO12 - Players Identification of CS2

SanshruthR /CCTV_SENTRY_YOLO12

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

sitammeur /YoloDetect

YOLO and LiteRT.js to find and recognize objects in image, video, and webcam content.

shahabahreini /YOLOMatic

Automate the YOLO training by Ultralytics for custome COCO datasets

SunOner /ai_aimbot_train

model training example

mrpaul-10 /Object_detection_IoTKITs_

Explore real-time object detection with IoTKITs. This project demonstrates how AI and computer vision work together to detect and recognize objects for practical IoT solutions.

Abdelrahman-Amen /YOLOv12-Based_Object_Detection_and_Live_Tracking

In this project, we built a real-time object detection and tracking system using YOLOv12, leveraging the COCO dataset for its diverse object classes. It combines state-of-the-art detection accuracy with live tracking capabilities for seamless and efficient performance.

AFLucas-UOM /Accurate-Name-Extraction

2026 IEEE Conference on Artificial Intelligence (CAI26) · A modular Computer Vision and NLP pipeline for automated extraction of personal names from broadcast news videos, combining YOLOv12-based news graphic detection, OCR text recognition, and NER models to generate structured name timelines.

alonsovazqueztena /Mini_C-RAM_Capstone

AIegis Beam (formerly known as Mini C-RAM (Counter Rocket, Artillery & Mortar)), the real-time drone detection/tracking system (university capstone project).

GOH23 /rtmlib-ts

Browser-only AI library for real-time object detection (YOLOv8n / YOLOv12n / YOLOv26n, MediaPipe EfficientDet-Lite0) and 3D pose estimation (RTMW3D-X COCO-WholeBody 133-keypoint 3D, InstantHMR MHR70 mesh) on ONNX Runtime Web — wasm, WebGL, WebGPU, WebNN.

AkhileshDasari /classroom-behaviour-detection-yolo12m

YOLO12m-based classroom behaviour detection and ByteTrack video tracking system for identifying student activities such as working, standing, phone use, sleeping, bowed-down posture, and non-attentive behaviour from classroom images and videos.

AlessandroFerrante /StreetSignSense

Real-time Road Sign Detection using YOLO12 with a web demo

mdazlaanzubair /yolo_censorship

A YOLO model is fine-tuned to detect explicit and harmful content in images and videos. The model’s bounding box coordinates are used by a Python script to automatically blur the identified content.