项目针对传统水果检测方法效率低、准确率不足的问题，提出了一种基于改进版YOLOv8s的轻量化高精度水果图像分类系统。研究首先整合多源数据集构建了包含17类水果的15,268张图像数据集，通过数据增强和分层抽样优化数据分布；随后在算法层面创新性地引入CoordAtt坐标注意力机制强化空间特征表达能力，采用AKConv自适应核卷积提升不规则目标识别鲁棒性，并优化SPPFCSPC模块实现高效多尺度特征融合，最终模型在测试集上达到89.99%的mAP@0.5，较基准提升3.75个百分点且参数量减少29.17%。研究进一步开发了基于PyQt5的跨平台可视化系统，支持图像/视频/摄像头多模态输 入，实现83.69FPS的实时检测与结构化数据输出功能，为智慧农业场景提供了实用的技术解决方案。
☆18Aug 5, 2025Updated 11 months ago
Alternatives and similar repositories for Improved-YOLOv8s-Fruit-Detection
Users that are interested in Improved-YOLOv8s-Fruit-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A fully autonomous robot with obstacle avoidance (APF), path planning (A* & RRT*), and object detection (YOLO)☆13Jun 13, 2024Updated 2 years ago
- 3. Localization with AMCL, RTAB-Map, and navigation with move_base☆15Oct 18, 2020Updated 5 years ago
- The code of《Enhanced YOLOv10 for Real-time Fish Disease Detection in Aquaculture Farms》☆16Mar 31, 2026Updated 3 months ago
- 本项目旨在设计一个基于Matlab的图像去噪GUI系统，通过应用多种图像去噪算法，提高图像的质量和可用性。该系统集成了多种经典和现代的去噪方法，并提供了直观的用户界面，方便用户对图像进行去噪处理和效果评估。☆14Aug 31, 2024Updated last year
- 开源项目：基于 i.MX6ULL 的嵌入式 Linux 智能家居安防控制系统☆16Feb 26, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Java Base Learning☆14Jun 27, 2026Updated 3 weeks ago
- A computer vision-based project that uses YOLOv8 to detect and classify plant leaves in real time, helping identify healthy and diseased …☆22May 9, 2026Updated 2 months ago
- ☆29Jun 18, 2026Updated last month
- 这个MATLAB程序是一个集成的图像处理应用，提供了用户友好的图形界面，允许用户加载图像，添加不同类型的噪声（如高斯白噪声、椒盐噪声和散斑噪声），并应用多种去噪算法（包括中值滤波、均值滤波、形态学滤波、小波变换和维纳滤波）。用户可以通过直观的控件调整噪声强度和选择去噪方法，…☆16Aug 19, 2024Updated last year
- 基于数字图像处理和深度学习的图像质量提升 使用PRIDNet 和SRCNN 进行去噪和超分. 用 SpringBoot+Mybatis plus+Vue进行界面和后端设计☆19May 7, 2024Updated 2 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆30Feb 5, 2024Updated 2 years ago
- JavaScript连接rabbitmq☆17Nov 15, 2018Updated 7 years ago
- MCP-APP server for Xmind, and a skill that can automatically generate mind maps in different scenarios with respect to .xmind syntax.☆33Feb 27, 2026Updated 4 months ago
- 常用深度学习方法进行图像去噪方法研究☆26Oct 18, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [Deep Learning] Object Detection (深度学习:目标检测与识别—复杂环境下的Logo识别. RCNN系列、TensorFlow)☆48Mar 26, 2019Updated 7 years ago
- 智慧园区、智慧物业☆35Apr 16, 2021Updated 5 years ago
- Reconstruct publication-quality LaTeX pseudocode (algorithm2e) from academic papers, source code, and research projects.☆32May 12, 2026Updated 2 months ago
- 本项目实现了一个基于 改进 YOLO11 模型（Anchor 重设计） 与 ByteTrack 多目标跟踪算法的行人检测与跟踪系统。 系统主要用于视频监控、自动驾驶、安防场景中的行人识别与ID连续跟踪。☆26Apr 7, 2026Updated 3 months ago
- 通过图形界面为数据监控以及数据同步提高良好的服务，可支持数据同步的数据源或数据库有：SQL数据源、NoSQL数据源、数据引擎、数据仓库、消息队列；通过Canal可支持数据库监控以及数据备份。☆25Jan 19, 2021Updated 5 years ago
- This paper proposes a hybrid SFANC-FxNLMS approach to overcome the adaptive algorithm's slow convergence and provide a better noise reduc…☆83Aug 28, 2025Updated 10 months ago
- 物业管理系统-前端☆39Dec 4, 2024Updated last year
- 基于STM32的智能四足机器狗 - 具备语音交互、自主避障和表情显示功能的桌面级机器宠物☆69Mar 28, 2026Updated 3 months ago
- AIOTEC 是新一代开源边缘计算系统，B/S架构可视化配置，是创新融合 RTU 系统与视觉边缘计算系统。它支持多协议物联网设备接入，可实时采集控制数据，同时搭载深度学习框架，在边缘侧高效完成实时视觉分析，响应快且省带宽。适用于工业制造、智慧城市、智慧农业等场景。 架构主要…☆47Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 工业缺陷检测系统☆48May 10, 2026Updated 2 months ago
- SpringBoot+SpringCloud +Maven+Redis+ActiveMQ+XXLJOB(分布式任务调度)+ Freemarker等。 使用 SpringCloud Eureka作为注册中心、Feign客户端调用工具、断路器Hystrix 视图展示使用Free…☆39Jan 16, 2020Updated 6 years ago
- About fuzzy logic using the Maxwell's pendulum☆13Aug 12, 2023Updated 2 years ago
- agilex mini ranger 3 + livox mid 360 with Fast-LIO2 + Fast-LIO-Relocalization + move base, frok from https://github.com/66Lau/NEXTE_Sentr…☆75Dec 3, 2024Updated last year
- custom account management template, keycloak authentication and authorization☆41Jun 6, 2017Updated 9 years ago
- ROS2 package for a Mobile Manipulator capable of Navigation and Manipulation functionality☆65Dec 8, 2024Updated last year
- A Codex skill for creating editable Microsoft Visio scientific figures from research text or structured specs. It supports template-drive…☆47Jun 11, 2026Updated last month
- Steel defect detection system based on improved YOLOv8 algorithm(基于改进YOLOv8算法的钢材瑕疵辅助检测系统)☆47Sep 4, 2024Updated last year
- Gazebo Simulator for RoboMaster University☆87Jul 13, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Repository for Robust Trajectory Optimization with Stochastic Complementarity☆12Dec 15, 2020Updated 5 years ago
- 文本自动摘要算法：用Word2Vec改进的TextRank算法☆51Jun 24, 2017Updated 9 years ago
- Code for the UAV payload☆10Jun 16, 2017Updated 9 years ago
- 专为中国宝宝设计的可编辑学术 PPT 生成skill。可根据学术汇报场景（论文答辩、组会汇报、课程报告、开题报告、文献综述等），依据上传的论文、报告等材料分析研究框架并输出带讲稿、带技术路线图、可编辑的pptx文件。☆75May 21, 2026Updated 2 months ago
- ☆69Updated this week
- ☆11Jun 1, 2017Updated 9 years ago
- ☆11Sep 22, 2019Updated 6 years ago