我们以tflite-micro的person_detection示例项目为基础,在Colab中对MobileNetV1模型进行训练,并将其部署到ESP32模组上,实现基于CAM的人体检测与定位。 二、CAM工作原理 《Learning Deep Features for Discriminative Localization》是CAM(Class Activation Mapping)在目标定位领域的开创性研究。可以在以下链接找到该文献:https...
如下图所示,打开VS Code之后在新建一个基于helloworld的python工程,设定好工程名称(“pedestrian_detection”)及工作区路径之后,硬件类型选择m5stackcore2,点击立即创建,创建一个Python轻应用的解决方案。 将人体检测代码文件下的所有脚本进行复制到“pedestrian_detection”工程根目录中,然后进行如下设定完...
3. detection_responder文件主要是对返回值进行了设定,设定了两个返回值“person score” 和“no person score” 4. image provider 提供了读取图片的功能 5. model setting 设定了模型的输入输出大小一类的参数 6. person detection model tflite的检测模型 大概简介就是这么多啦,这个例子可以帮助很多对esp32cam 运...
from esp32 import ADC # 连接WiFi ssid = 'your_SSID' password = 'your_PASSWORD' wlan = network.WLAN(network.STA_IF) wlan.active(True) wlan.connect(ssid, password) while not wlan.isconnected(): pass # 创建UDP套接字 udp_socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) udp_so...
基于ESP32的移动侦测摄像机 利用摄像头做移动侦测 同时包含自动拍摄并存至SD卡的功能. Contribute to asjdf/ESP32CAMmotion_detection development by creating an account on GitHub.
- After connecting GPIO 0 to GND, press the ESP32-CAM on-board RESET button to put your board in flashing mode Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files. ...
Methods: The proposed system utilizes the YOLOv8 model for object detection and U-Net for image segmentation, integrated with the ESP32-CAM development ... WH Wang - 《Diagnostics》 被引量: 0发表: 2024年 基于YOLOv7的共享汽车卫生监察平台 摘要:随着全球共享汽车行业的不断发展,中国有望在2025年成...
esp32esp32-camesp32camesp32-cam-programmer UpdatedMar 1, 2022 OpenCV and ESP32 CAM opencvocrcpptesseractpyhtonhsv-color-detectionesp32cam UpdatedJan 31, 2024 C++ Machine Learning on personal image w/ ESP32Cam esp32platformiotensorflow-liteesp32cam ...
IMPROVED FACE DETECTION ACCURACY USING HAAR CASCADE CLASSIFIER METHOD AND ESP32-CAM FOR IOT-BASED HOME DOOR SECURITYESP32-CAMface recognitionHaar Cas-cade ClassifierSome people are very easy to open the door lock with just a small wire. This causes the house to be vulnerable to burglary and ...
AAS(Automatic Area Segments) AAT(Average access time,平均存取时间) ABB(Advanced Boot Block,高级启动块) ABP(Address Bit Permuting,地址位序列改变) ABP(Advanced Branch Prediction,高级分支预测) ABS(Auto Balance System,自动平衡系统) A-Buffer(Accumulation Buffer,积聚缓冲) ...