该系统在本地计算机上使用 YOLOv5 模型进行烟雾检测。YOLOv5 是一种高效的目标检测模型，能够在复杂的场景中快速识别火灾烟雾。该模型部署在高性能硬件上，以确保实时响应和高精度的检测效果，在使用时对获取的图片可以进行推理，以检测火情。 YOLOv5-Lite 部署 在树莓派上部署了 YOLOv5-Lite 版本，以实现低功耗设备上的烟雾检测。YOLOv5-Lite 是 YOLOv5 的简化版本，专为资源受限的设备设计，尽管计算资源有限，它仍能提供可靠的检测性能。树莓派设备负责监控远程或野外的森林区域，上位机可获得相应检测结果。
☆32Sep 6, 2024Updated 2 years ago
Alternatives and similar repositories for forest-fire-smoke-alert
Users that are interested in forest-fire-smoke-alert are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FaceRecognition with MTCNN using ArcFace☆18May 13, 2024Updated 2 years ago
- 基于YoloV5的火灾检测系统：将深度学习算法应用于火灾识别与检测领域，致力于研发准确高效的火灾识别与检测方法，实现图像中火灾区域的定位，为火灾检测技术走向实际应用提供理论和技术支持。☆101Aug 28, 2023Updated 3 years ago
- 2023届中国石油大学(华东)车辆工程专业本科毕业设计代码仓库。用YOLOv5实现了车辆、行人、交通信号灯、车道线等交通目标的识别，并对YOLOv5s模型做了一些改进，最后用PyQt5做了一个交通目标检测的GUI软件。☆16Nov 26, 2024Updated last year
- 玉米病虫害知识图谱问答系统☆15Dec 14, 2023Updated 2 years ago
- 基于ResNet的垃圾分类智能识别系统☆12Apr 17, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 基于rknn的官方Android项目rknn_yolov5_android_apk_demo进行修改，部署人脸检测模型retinaface和106人脸关键点检测模型，支持实时人脸检测。支持rk356x和rk3588设备npu推理。☆26Mar 14, 2024Updated 2 years ago
- 火灾烟雾检测系统源码分享[一条龙教学YOLOV8标注好的数据集一键训练_70+全套改进创新点发刊_Web前端展示]☆19Aug 25, 2024Updated 2 years ago
- 基于YOLOv5s+CBAM注意力机制的危险驾驶行为识别系统☆12May 21, 2024Updated 2 years ago
- 基于多模态特征融合的即时社交软件违规图片检测系统。通过结合图像和文本信息，系统支持对OCR后的文本进行高效的敏感词检测，并允许用户自定义敏感词词库。此外，系统能够自动识别图片中的二维码并提取域名进行安全检测，实现对图片的三分类，包括正常、涉黄和敏感信息，并支持建立图片黑白名…☆78Jan 13, 2024Updated 2 years ago
- [IJCAI 2026] InterLight: Leveraging Intrinsic Illumination Priors for Low-Light Image Enhancement☆19Oct 6, 2026Updated last month
- [AAAI 2025] Official implementation of the paper "Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models"☆18Jun 14, 2025Updated last year
- 人工智能实验五：多模态情感分类☆16Jul 14, 2022Updated 4 years ago
- 一维条形码识别☆15Oct 27, 2021Updated 5 years ago
- 百度点石杯-文本情感极性分析☆13Mar 6, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (ICCV 25) From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fin…☆20Jul 21, 2025Updated last year
- 论文绘图-局部细节放大☆22May 21, 2025Updated last year
- 一个使用yolov5模型和deepsort算法的车辆检测项目，附带处理好的数据集☆45Jul 19, 2021Updated 5 years ago
- 毕业论文《多模态虚假信息检测技术研究》中第三章基于模态融合的多模态虚假信息检测方法模型源代码，包括消融和对比实验。☆16Apr 16, 2024Updated 2 years ago
- ☆21Jul 9, 2026Updated 3 months ago
- [ACM MM'25 Oral] A Novel Perspective on Low-Light Image Enhancement: Leveraging Artifact Regularization and Walsh-Hadamard Transform (SAS…☆22Nov 2, 2025Updated last year
- pp_ocr_v4's ONNX version☆25Jun 26, 2024Updated 2 years ago
- YOLOv5实现安全帽检测☆28Apr 25, 2024Updated 2 years ago
- Official PyTorch implementation for "ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffu…☆24May 19, 2026Updated 5 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.
- 使用yolov5构建人脸检测模型，使用预训练的Arcface完成人脸特征提取和识别☆42Sep 15, 2021Updated 5 years ago
- 遥感图像分类识别毕业设计☆20Jun 30, 2020Updated 6 years ago
- 中文情感分析-textcnn☆24Mar 24, 2023Updated 3 years ago
- The source code for "Cycle-Retinex: Unpaired Low-light Image Enhancement via Retinex-inline CycleGAN".☆19May 30, 2024Updated 2 years ago
- 本项目用于识别电梯监控视角内的电动车以及自行车。基于电梯内视角数据集对yolo预训练模型进行微调。提供了基于检测的方法与基于跟踪的方法。基于检测的方法会对检测到有目标实例的每一帧返回标注图像， 基于跟踪的方法则在此基础上进行了去重。☆55Apr 11, 2024Updated 2 years ago
- 使用 tensorflow2.0 实现图卷积神经网络GCN☆21Nov 19, 2020Updated 5 years ago
- 使用Yolov5算法来训练跌倒检测模型☆49Dec 26, 2022Updated 3 years ago
- 通过Python语言进行编写的人脸识别源代码。针对人脸识别中，没有放入摄像头采集的照片，所以，需要你自己提供进行采集即可，放入到train_material中的你自己的一个文件夹即可。☆26Jul 9, 2018Updated 8 years ago
- 基于Yolov8+UCMCTrack/DeepSort+注意力机制的多目标跟踪系统 v1.0.3☆64Apr 18, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a resouce list for low light image enhancement☆32Dec 13, 2024Updated last year
- bert文本多分类(情感分析)、bert-bilstm-crf序列标注任务(快递地址的序列标注任务)☆33Aug 20, 2021Updated 5 years ago
- ⚙️ Opensource pipeline to identify suspicious BibTeX reference with crossref_search / openalex / semanticscholar☆44Jan 19, 2026Updated 9 months ago
- 基于python编写的Keras深度学习框架开发，利用卷积神经网络CNN,快速识别图片并进行分类☆43Jun 25, 2018Updated 8 years ago
- 我写了详细代码注释，卷积神经网络经典项目猫狗识别kaggle☆50Apr 13, 2019Updated 7 years ago
- Implementation of the method described in the paper "Quasi-unsupervised color constancy" - CVPR 2019☆42Nov 22, 2022Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆46Apr 16, 2023Updated 3 years ago