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Articles by Import Io
Aegis Control: AI-Powered Sentry Turret & Drone System
This Python script is the central brain of the Aegis Control system. I've designed it with a multi-threaded architecture to handle the complex tasks of video streaming, AI processing, and real-time motion control simultaneously. The code uses separate, managed threads for the camera feed, servo movements, and AI inference. This ensures that even while the AI is processing a frame, the web interface and manual controls remain perfectly responsive.
Analyzing Files With Llama 3 Locally On Your PC
Things used in this project × 1 AMD Software: Pro Edition Introduction Reading scientific papers and studies is difficult for most people. There is a lot of information in those studies that aren't always communicated with a clear understanding. Could you reasonably say one study is due to correlation or causation? (There was an article from 10 years ago that delved into this problem that's a fun read - https://fivethirtyeight.com/features/science-isnt-broken/).
Dynamic GitHub Pages - Panel (pyodide-worker)
How do you create interactive and client-side GitHub Pages ? The first stone in an ambitious edifice Index: Introduction Method Results Discussion For several years now, I’ve been dreaming of having a nice portfolio to showcase my projects as a budding data scientist. After almost 1 year of reflection, trials, failures and a few successes, I created my first portfolio on GitHub Pages.
gRPC Communication Between Go and Python
gRPC is a powerful, high-performance Remote Procedure Call (RPC) framework that, despite being less commonly used than REST, offers significant advantages in certain scenarios. In addition it's language agnostic and can run in any environment, making it an ideal choice for server-to-server communication. I will not delve into in whole explenation of it but here is a general link of gRPC.
From RSS to my Kindle
Last year I wrote about how I built feedi, a personal feed reader, and started using it as my front page to the web. In the months since I published that post, I continued to tweak the app, observing my reading habits, experimenting with new features, and discarding the ones I didn’t need. I now got it to a place where I can count on seeing fresh and interesting content a couple of times a day, and the interface conveniently lets me keep what I plan to read and discard the rest.
【记录】Python3｜Selenium 下载 PDF 不预览不弹窗（2024年）
版本： Chrome 124 Python 3.12 Selenium 4.19.0 版本与我有差异不要紧，只要别差异太大比如 Chrome 用 57 之前的版本了，就可以看本文。 如果你从前完全没使用过、没安装过Selenium，可以参考这篇博客《【记录】Python3｜Selenium4 极速上手入门（Windows）》快速安装Edge版本的webdriver，再继续看下文。 这个问题我本来以为就是抓个包解决的，不过后来才发现因为现在浏览器的设计原因，返回Content-Type:application/pdf;的时候就会自动在浏览器中预览文件，报文的响应会解析成以下东西： <!doctype html><html> <body style='height: 100%; width: 100%; overflow: hidden; margin:0px; background-color: rgb(51, 51, 51);'> <embed name='2F7A72AC9A127791D290DA205760BBE4' style='position:absolute;...
Watch movies on the Arduino Giga R1
Things used in this project × 1 Arduino GIGA Display Shield × 1 Watching videos on handheld devices has become increasingly popular due to its convenience. Whether it's movies, TV shows, web series, music videos, or online courses, handheld devices like smartphones, tablets, laptops, or portable media players provide an easy way to enjoy various types of content on the go.
AI-Enhanced Robotics: GPT-4V and myCobot in Action
Things used in this project × 1 This article on the mylangrobot project was created by neka-nat, and the author Shirokuma has authorized its editing and reproduction. https://twitter.com/neka_nat Introduction This project demonstrates a simple pick-and-place operation using a robotic arm, employing GPT-4V and myCobot. The demonstration uses a method named SoM (Object Detection Method) to generate robotic movements through natural language.
Stream large language model responses in Amazon SageMaker JumpStart | Amazon Web Services
AWS Machine Learning Blog We are excited to announce that Amazon SageMaker JumpStart can now stream large language model (LLM) inference responses. Token streaming allows you to see the model response output as it is being generated instead of waiting for LLMs to finish the response generation before it is made available for you to use or display.
Python for Data Engineers
Advanced ETL techniques for beginners In this story I will speak about advanced data engineering techniques in Python. No doubt, Python is the most popular programming language for data. During my almost twelve-year career in data engineering, I encountered various situations when code had issues. This story is a brief summary of how I resolved them and learned to write better code. I will show a few techniques that make our ETL faster and help to improve the performance of our code.
Raspberry Pi Home Security System with Hexabitz Modules
Things used in this project × 1 × 1 × 1 × 1 Hexabitz 10Base-T Ethernet (H1DR5x) × 1 × 1 × 2 × 1 × 1 × 1 Acrylic Camera Holder Transparent Case for Raspberry Pi 3 OV5647 Mini Webcam Clear Case for Raspberry Pi Official Camera × 1 In this project, we will be combining the power of Raspberry Pi, Hexabitz modules, and a Pi camera to create a motion detection camera system. Whenever motion is detected, the camera will be activated and start streaming live video to a local IP address on the internet.
cyfshow原谅杯_coleak的博客-CSDN博客
fastapi的题目，很熟悉的访问文档redoc和docs q=7*8 {"res":56,"err":false} 这里的SSTI不需要{}即可解析 clear()方法 youdontknow = ['import', 'open', 'eval', 'exec', 'class', '\'', '"', 'vars', 'str', 'chr', '%', '_', 'flag','in', '-', 'mro', '[', ']'] print(youdontknow) youdontknow.clear() print(youdontknow) ['import', 'open', 'eval', 'exec', 'class', "'", '"', 'vars', 'str', 'chr', '%', '_', 'flag', 'in', '-', 'mro', '[', ']'] [] 查看当前的全局变量 post参数q=dir() //print(eval('(dir())')) { "res": [ "__name__", "__doc__",...
How To Read/Write DataFrames From/To SQL over HTTP with FastAPI
In Less Than 10 Minutes Dealing with data in industry is a pain. This is because data can be scattered across multiple projects, stored in different formats and maintained to different degrees. Typically, this leads to different teams developing different internal tools for processing their data. The whole thing is a resulting mess as you are left with no standard method of reading and writing data. One solution to this is to develop data ingestion microservices.
How To Read/Write DataFrames From/To SQL over HTTP with FastAPI
Dealing with data in industry is a pain. This is because data can be scattered across multiple projects, stored in different formats and maintained to different degrees. Typically, this leads to different teams developing different internal tools for processing their data. The whole thing is a resulting mess as you are left with no standard method of reading and writing data. One solution to this is to develop data ingestion microservices.
4. Advanced Recipes
The following recipes involve advanced techniques and may not be “beginner friendly”. Please feel free to suggest enhancements or additional recipes. Warning When trying out these scripts do not name your file picamera.py. Naming scripts after existing Python modules will cause errors when you try and import those modules (because Python checks the current directory before checking other paths).
Exploiting a Use-After-Free for code execution in every version of Python 3
A while ago I was browsing the Python bug tracker, and I stumbled upon this bug - “memoryview to freed memory can cause segfault”. It was created in 2012, originally present in Python 2.7, but remains open to this day, 10 years later. This piqued my interest, so I decided to take a closer look. What follows is a breakdown of the root cause and how I wrote a reliable exploit which works in every version of Python 3.
Pi IoT In Python Using Linux Drivers - I2C
Page 1 of 4 I2C is an important interface for many devices and Linux has a driver that means that you can use it worrying about the exact details of the hardware - if you know how. This content comes from our newly published book: Raspberry Pi IoT In PythonUsing Linux Drivers By Harry Fairhead & Mike James Buy from Amazon.
Use Python to parse configuration files
Sometimes, a program needs enough parameters that putting them all as command-line arguments or environment variables is not pleasant nor feasible. In those cases, you will want to use a configuration file. There are several popular formats for configuration files.
Python Audioread for Sound Manipulation
Explore how Python's audioread library aids in sound wave manipulation for AI applications, enhancing audio processing capabilities. The framework for autonomous intelligence To effectively set up Pygame for audio playback, it is essential to initialize the Pygame mixer with the appropriate settings. This ensures that audio is played back smoothly and efficiently. Below are the steps to achieve this: Initializing Pygame Mixer Start by initializing the Pygame mixer with the desired audio parameters.
Kivy Audio Integration Techniques
Explore Kivy audio capabilities in app development tutorials, enhancing user experience with sound integration. The framework for autonomous intelligence To stream audio effectively using Kivy and Pygame, you can leverage the capabilities of the httpx library alongside Pygame's audio functionalities. Below is a detailed guide on how to set this up. Setting Up Pygame Mixer First, initialize the Pygame mixer with the desired audio settings.
Real-Time Audio Streaming Python
Explore audio streaming techniques in Python using Real-Time Audio Libraries for AI, enhancing your projects with advanced audio processing. The framework for autonomous intelligence To stream audio in real-time using Python, you can leverage libraries such as httpx and pygame. Below is a detailed guide on how to set up and implement audio streaming effectively. Setting Up the Environment Before diving into the code, ensure you have the necessary libraries installed.
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