C 编程 Jobs

我正在搭建一套基于海康威视相机的视频识别系统，希望它能可靠地识别输送带上的食品并驱动机械臂完成自动摆盘。目前场景只涉及蔬菜和肉类两大类物品，因此需要在复杂光照和高速传送的情况下做到精准分类、定位并将坐标实时传递给机械臂控制器。 核心技术诉求 • 熟悉海康威视 SDK，能够直接调用相机流完成帧抓取与时序同步 • 在 Python 或 C++ 环境下开发目标检测与姿态估计算法（OpenCV、深度学习框架皆可），精度需满足±2 mm 摆盘误差 • 与现有六轴机械臂（支持 Modbus 与 ROS）完成通讯，指令时延控制在 200 ms 内 交付内容 1. 训练好的模型文件与源码 2. 在线推理服务或本地可执行程序，含简洁 UI 与日志输出 3. 机械臂对接脚本及示例配置 4. 技术文档：环境搭建、参数说明、二次训练指南 5. 一段包含蔬菜和肉类的演示视频，展示完整识别—抓取—摆盘流程 验收标准 – 连续运行两小时误抓率 <1% – 蔬菜、肉类分类准确率 ≥98% – 单件食品从识别到落盘总耗时 ≤1.5 s 如有类似项目经验或可现场调试的能力，请简要说明方案及预计周期。期待与你合作，将这条生产线彻底自动化。

, here is the final requirement summary Full automation: anylisis. generate → schedule → publish (1hr+ videos).add basic chart generation(utilize apis) Advanced script system: topic extraction, multi-version generation, and editable prompt/template structure. UI/UX in Figma + full .env + complete working system. GPT/Claude can generate most chart code, so you only need simple integration. I need to confirm a few things to avoid scope issues: 1) Scene splitting accuracy — can you show 1 example script → scene breakdown? 2) Is B-roll matching fully automatic or “auto suggestions + manual pick”? 3) Which free-footage sources will be used (API + non-API)? 4) Which models will be used for NER, embeddings, keyword extraction, and mood classification? 5) What...

I already have a working C code-base and want to earn extra credit by bolstering it with additional features. The brief is straightforward: weave in new algorithms or logic—essentially “extra code” that demonstrates deeper problem-solving ability—without disturbing the stability of what is there now. You will receive the current source files, a short write-up of the assignment goals, and sample input/output. Your job is to: • Design and implement the new algorithmic component in clean, idiomatic C. • Integrate it seamlessly with the existing modules, updating any headers, Makefile targets, or helper functions as needed. • Comment the new sections clearly so the rationale and flow are easy to follow. • Deliver a quick README note showing h...

I need a skilled programmer to develop ladder logic for process control on Unilogic PLC systems. Key Requirements: - Expertise in Unilogic PLC programming - Proficiency in ladder logic design - Experience with process control systems Ideal Skills: - Strong background in PLC programming, particularly with Unilogic - Ability to design and implement effective ladder logic for process control - Knowledge of manufacturing processes and equipment Please provide examples of previous work and relevant experience.

I need the control logic on a commercial HVAC installation rewritten and commissioned on an Innotech Omni proprietary controller. The focus is temperature control and ventilation control; humidity functions are handled elsewhere, so the program should concentrate solely on maintaining set-points, scheduling fresh-air sequences, and reacting to sensor feedback in real time. You will work directly in the Omni programming environment, starting from the existing project file. The task includes cleaning up point names, refining PID loops for supply-air temperature, adding demand-based ventilation logic, and making sure everything compiles without faults. Once coded, we will connect to the live panel (BACnet/IP available) for simulation, trend validation, and final cut-over. Deliverables: ...

I will try to outline the technical model we have in mind as clearly as possible. Your reference to Proxifier serves as an excellent benchmark for the driver's core functionality. Our Desired Technical Model: 1. Driver Core Functionality (WFP Callout Driver) Technology: The driver should be based on the Windows Filtering Platform (WFP). Task: Its primary task is to intercept all outgoing TCP/UDP connection attempts on the system. Application Identification: For each connection attempt, the driver must be able to uniquely identify the originating process, ideally by the full path (or pid) to its .exe file (e.g., C:Program FilesSomeApp). Ruleset and Default Behavior (Whitelist Mode): Default Mode: "Default Deny". By default, the driver should allow all network connections f...

请注册或者登录后来查看详情。

I need a stand-alone drag-and-drop Arduino editor for my lab that mirrors, and ideally improves upon, the visual experience offered at EduKits.co. The application must install and run smoothly on both Windows and macOS; I am open to Electron, Qt, or another cross-platform framework as long as the final builds feel native and reliable. Core requirements • Visual block workspace that translates directly into valid Arduino C/C++ code blocks for the usual functions (pin I/O, delays, serial, PWM, etc.). • Real-time code preview pane so users see the generated text update instantly as they arrange blocks. • Component library containing common boards, sensors, and actuators, with an option to import or create new parts as lessons evolve. • Single-click upload to connected boa...

请注册或者登录后来查看详情。

I want a Windows-based application that can take live input from at least four cameras around a billiard table, stitch or synchronise those feeds, and then use real-time computer-vision to understand what is happening on the cloth. The core must reliably detect every ball, recognise whose turn it is (simple face identification is enough), and update the score on screen without manual input. Please lean on proven open-source tools such as OpenCV, MediaPipe, or similar; the final build has to run locally on a mid-range PC with standard USB or IP cameras. I will provide sample footage from four angles so you can test before we move to the live table. Frame-level accuracy on ball positions matters more than fancy graphics, so prioritise robustness over visual flair. Deliverables • W...

I’m looking to extend the official Nextcloud desktop client rather than starting from scratch. The goal is to weave the desktop app more tightly into the core Nextcloud platform and introduce two practical feature sets: • Change Name and Colors • New functional features: – Enhanced file-syncing options such as granular selective-sync rules, bandwidth throttling windows and an at-a-glance conflict resolver. – Lightweight collaborative tools inside the tray/menu bar: quick share-link generator, presence badges on recently edited files and a “notify in Talk” shortcut. I’ll supply brand assets and server endpoints; you deliver source-controlled code (Qt/C++), platform builds for Windows, macOS and Linux, and a short setup guide. A clean, t...

Necesito a desarrollador Windows-based que pueda trabajar en la libreria y el protocolo WWKS2 provisto por ROWA y hacerlos trabajar con mi aplicacion desarrollada en FIVEWIN/HARBOUR + BCC7 LENGUAGE FIVEWIN LIBRERIAS ROWA Y DLL CON EJEMPLOS Necesito ejemplos de como utilizar en ese lenguaje las distintas funciones que estan dentro de la libreria DLL. Hacer los llamados a las funciones desde mi aplicacion y la documentacion de los parametros de las funciones más usadas como conectarse, cargar un producto y descargar un producto desde el expendedor automatico. La conexion con el expendedor se puede realizar via TCP/IP o directamente conectandose a la Base de Datos SQL pero siempre utilizando comandos de Fivewin. Me gustaria comenzar lo antes posible y en el plazo de 2-3 se...

请注册或者登录后来查看详情。

Looking for a developer to build creation system.

We want to have a Zynga poker transfer panel. Our requests are as follows: 1) There will be a web site and a panel where we can access from anywhere. This panel can be opened different membership, different memberships should be able to login. 2) After logging in, we can record the facebook addresses and passwords which are zynga texas holdem poker chip inside. I can record hundreds of accounts. After each recording, check and write down how many chips are in the game of that account. 3) If you then select the transfer menus menu, the facebook address and password will be transferred to the account we have previously recorded the game will open the game and this account is determined how many chips to transfer the chips see more: zynga poker free 500m,zynga poker promo codes, zynga pan...

I’ve been experimenting with AI on my own and have now reached the limits of what quick tutorials can teach me. The focus is Machine Learning, and the exact task is building a robust Named Entity Recognition (NER) pipeline. What I need: • Clean, well-commented code (Python preferred) that trains and evaluates an NER model. • Guidance on choosing or preparing an appropriate dataset, plus a brief explanation of the preprocessing steps. • A reproducible training script—command-line runnable—and instructions for fine-tuning or updating the model later. • Evaluation results with standard NER metrics (precision, recall, F1) on a held-out test set. • A short README that explains environment setup and how to run everything from data prep through ...

I have a well-defined, multi-timeframe technical strategy that I want translated into a clean Python program. The goal is strictly signal generation—no live orders. Here’s what the finished script must do: • Pull OHLCV data for both forex and crypto pairs. – For forex, use the public API from FXCM or Oanda. – For crypto, rely on CCXT so I can switch easily between exchanges. • Apply the strategy logic across several timeframes, evaluate entry, stop-loss, take-profit and risk-to-reward, then record each virtual trade. • Maintain an in-memory ledger that updates unrealised P/L and an equity curve as new candles arrive. • Fire an alert (message plus trade details) to my Telegram channel the moment a position is opened or closed. &bull...

We need a clean, STM32-friendly driver for the NTR08 Series LoRa Transceiver Module (SX1262 based) and a small demo that shows two modules can talk. Everything must be written in C, build without warnings inside STM32CubeIDE, and rely only on the standard HAL and LL libraries. Here is our expectations: • Source files that handle all SPI transactions, register definitions, IRQ lines, power-up sequencing, and the usual send/receive flow. • A self-contained CubeIDE example that compiles out-of-the-box, sets the radio to a default frequency and spreading factor, then shows a payload exchanged between two boards (UART printout of RSSI and packet data is enough). • A brief document covering pin mapping, configurable parameters, and the public API so we can fold the driver...

explain how each is to be done

My compiled DLL presently unlocks with a single license-key check baked into the code. I want that activation routine modified while leaving every exported function signature intact. In other words, keep the DLL’s behaviour identical for the host application but change how it validates the key. Source code is not available, so the job may involve disassembly, reverse engineering or hex patching (x86/x64, C/C++), and rebuilding/relocating any imports so the file loads without tampering warnings. Deliverables • Patched DLL with the altered activation logic • Brief technical notes or diff explaining the exact section changed • A tiny test harness or script proving the new activation works in Windows

Summary My Trading Strategy (Clear, Mechanical Rules) Market: Primarily Gold Futures (XAU/USD or GC) Sometimes NQ or FX pairs System will be optimized for the Asia session Entry Logic (Breakout System) Identify fractals (standard 2-left, 2-right or custom if needed). Draw dynamic trendlines between the most recent fractal highs or fractal lows. When price breaks a trendline, check the following filters: Must be in the direction of the 50 EMA slope (EMA is the bias). Ignore signals if price is chopping through the EMA rapidly. Use an ATR buffer for the breakout entry: ATR(14) × 2 = stop distance ATR(14) × 1 = minimum breakout buffer Allow me to adjust these inputs. Entry triggers when price closes beyond the trendline + ATR buffer. Stop Loss & Take Profit Default RR = 1:1 ...

My max budget is $75. DO NOT bid and ask for more. An Automation Direct PLC on my line must receive an Ethernet/IP bit the instant a diner sends an order through the Square POS for Restaurants QR-code flow. Here’s the flow I need implemented: Customer scans the QR code and places the order after making payment. Square POS records the order → your middleware listens via Square Webhooks or another approved API method → logic translates the event into an Ethernet/IP write → the designated Tag in the PLC flips to “1”. When the order is completed or voided, the bit should return to “0” to keep my machine sequence in sync. If multiple orders arrive, first come will be served first. Order name should be transmitted to the PLC when an order through Squ...

I have an MP3 track and its lyrics in a simple, timestamp-free .txt file. I need a script that will listen to the audio, align each lyric line automatically, and export a correctly formatted .srt file. Key points • The lyrics arrive as plain text without timestamps. • Full automatic sync with the MP3 is essential; no manual tweaking should be required. • The code must recognise and retain any unconventional line breaks as well as unusual or non-ASCII characters that appear in the lyrics. Deliverables 1. A runnable script (Python preferred, but I am open to other languages) that accepts: – – and returns subtitles.srt. 2. Clear setup and usage instructions. 3. A short demo using any public-domain song to prove timing accuracy (&pl...

I want to commission a full-featured network monitoring suite that runs seamlessly on both Linux and Windows environments. The application must display real-time utilisation across all routers, switches, servers and other multi-vendor devices, pulling system vitals via SSH while also speaking SNMP and, where required, Telnet. Auto-discovery is essential so that any neighbouring device—regardless of brand—is added to the inventory without manual input. Clear, drill-down dashboards should graph bandwidth, CPU, memory and interface statistics, while a report engine turns this data into exportable PDF or CSV summaries on demand or on a schedule. From trend analysis to threshold breaches, every event should be visualised in an intuitive graph. I would also like an AI-powered assis...

I need a complete e-commerce application built from scratch. The platform is still flexible, so feel free to recommend a web, mobile, or cross-platform approach that delivers speed, security, and a smooth shopping experience. Core features I expect: • Product catalogue with advanced search and filters • Shopping cart and secure, PCI-compliant checkout • Integration with at least one major payment gateway (e.g., Stripe, PayPal) • Order tracking and management dashboard for both customers and admin • User accounts with email verification, password reset, and basic profile management Nice-to-have additions: • Discount codes, wish-lists, and product reviews • Responsive analytics dashboard for sales and inventory • RESTful API endpoints f...

请注册或者登录后来查看详情。

I need a freelancer to: Design a simple custom instruction set (8‑bit encoding, basic arithmetic, memory access, branching). Build a datapath + control logic to execute it. Implement a cycle‑accurate simulator in C or Java that runs a small test program, outputs memory results, and shows performance metrics. Deliverables: Instruction set + sample program Datapath schematic + control code Simulator code + output + short performance report Important: You must also clearly explain the whole project to me step‑by‑step so I can present it confidently.

请注册或者登录后来查看详情。

I have an existing C++17 code-base that embeds a Vulkan renderer inside a PyQt6 window. The Windows and Linux paths already work; the missing piece is a MoltenVK path so the same application starts and renders correctly on macOS. What I need you to do • Replace / extend the current surface-creation code so that a Metal-backed VkSurfaceKHR is set up through MoltenVK while keeping the Windows and Linux logic intact. • Update the CMake project (and any Python build hooks) with the necessary MoltenVK / Metal frameworks and compile flags. • Adjust swap-chain, image-view, and render-pass creation only where required; the majority of the renderer should stay unchanged. • Provide a minimal demo scene and a short README that shows the build steps and the Python side nee...

I'm looking for a skilled software developer to create a comprehensive camera control and viewing application. This software will be used for remote operations and should support various functions. Essential Functions: - Zoom control - Manual focus control - Pan/tilt control - Manual control of Tamron MP3010 EV optical 10x zoom - Basic camera functions Ideal Skills and Experience: - Experience in developing camera control software - Strong programming skills, preferably in languages like Python or C++ - Familiarity with camera protocols and remote operation functionalities - Ability to create user-friendly interfaces for seamless navigation Please provide your portfolio and relevant experience in your bids.

I need an experienced professional to implement a Honeywell SCADA system for controlling terminal automation at an oil and gas terminal. Key Requirements: - Control terminal operations via SCADA - Ensure system security and reliability - Integrate with existing infrastructure Ideal Skills & Experience: - Proven expertise with Honeywell SCADA systems - Background in oil and gas terminal operations - Strong IT and cybersecurity knowledge

Our institute is launching a live, online masterclass aimed at developers who already work confidently with Java and Spring Boot. The cohort is advanced, so the emphasis is on deeper, production-grade techniques rather than introductory material. What the engagement entails You will craft and deliver a series of virtual sessions that explore advanced Spring Boot concepts—think custom auto-configuration, reactive programming, Actuator fine-tuning, security hardening, performance profiling, containerisation, CI/CD integration, and real-world troubleshooting workflows. Classes must be interactive, code-driven, and immediately applicable to enterprise projects. Deliverables • A structured curriculum outline with clear learning objectives • Live, instructor-led talks and...

I have a licenses for OpenVPN. I’m running an OpenVPN server on Linux and I want to extend its functionality so that it can mirror what Wireshark does—only directly inside the VPN daemon. Concretely, I need the server to watch every incoming and outgoing packet in real time, let me flag any individual packet for discard on-the-fly, and then log the full details of anything that gets dropped. All traffic types—TCP, UDP, ICMP, or anything else encapsulated in the tunnel—must be handled the same way. Here’s the flow I have in mind: 1. As packets traverse the VPN interface, they are captured live. 2. A user-level controller (CLI, TUI, or lightweight web UI—happy to discuss) displays them much like a scrolling Wireshark capture. 3. When I mark a packet...

请注册或者登录后来查看详情。

I have a standalone TFT touch display that has to power-up cleanly, register every tap, and present a small but polished interface. The job covers three connected parts: 1. Bring the panel online – write or adapt the initialization code so the screen lights correctly when driven from my microcontroller board (I can switch between Arduino, ESP, or STM; whichever you prefer is fine as long as the pin map is documented). 2. Calibrate the touch layer – be sure the touch coordinates line up with the graphic area and that edge touches remain reliable. 3. Build the user interface – a start screen plus a handful of pages that use custom buttons and icons I will supply (SVG/PNG). Feel free to employ libraries such as TFT_eSPI, LittlevGL, uGFX, or anything comparable if it speed...

We’re seeking a firmware engineer experienced in embedded Linux and hardware-level programming to help build the system firmware for our next-generation AI accelerator card (PCIe Gen4 ×8, ≤75 W). The position involves approximately 120-150 hours of focused engineering work developing and testing real firmware — not simulations. You’ll work directly with a senior technical lead and follow an existing specification and architecture. ⸻ Responsibilities • Build a reproducible Linux image (Buildroot or Yocto). • Develop and debug low-level drivers (PCIe, DMA, thermal sensors). • Implement the runtime daemon in Rust or C++ (HTTP/WS API). • Integrate AI inference runtime (ONNX / TensorFlow Lite). • Execute validation tests and document P...

Ich plane ein kostengünstiges Fahrerassistenzsystem, das Gabelstaplerfahrern in Echtzeit Kamerabilder und Sensordaten liefert. Die Hardware besteht aus zwei Kameras (Kamera 1 überwacht die Zinken aus der Nähe, Kamera 2 den Bereich vor dem Stapler), zwei Distanzsensoren (Abstand zur Palette und Höhe der Zinken über dem Boden), einem zentralen Rechner, einer austauschbaren Powerbank für mindestens neun Stunden Betrieb sowie einem Android-Tablet als Anzeigeeinheit. Kernaufgaben • Zentrale Software: Erfassung und Verarbeitung aller Kamera- und Sensordaten, visuelle Aufbereitung und drahtlose Übertragung via WiFi. • Android-App: Live-Übertragung der Kamerabilder, Anzeige der Sensordaten und Warnmeldungen bei Hindernissen. • Stromvers...

Project Title: Two Telegram Bots for Pocket Option Trading SignalsDescription:I am looking for an experienced developer to build two professional Telegram bots for Pocket Option trading signals.━━━━━━━━━━━━━━━━━━━━ BOT #1: Personal Signal Generator ━━━━━━━━━━━━━━━━━━━━A private bot for individual users that generates personalized trading :User starts the bot using /startBot asks for trading amount ($2, $5, $10, $20, $50, $100 via buttons)Bot asks for expiry time (1min, 2min, 5min, 15min via buttons)Bot instantly generates and sends a personalized signalSignal example:Personal Signal Generated ----------------------------- Amount: $5 Expiry: 5 minutes Signal: CALL/PUT Asset: EUR/USD Confidence: 78% Generated: [timestamp] -----------------------------Features:Button interface for inputAI-pow...

I’d like a custom trend-following strategy coded in NinjaScript for NinjaTrader, focused exclusively on the futures market. The core logic should: • Detect and confirm trends with one or two commonly accepted indicators of your choice (e.g., moving-average crossovers or ADX) • Manage entries with clear long/short rules, avoiding whipsaws where possible • Include adjustable trade management: dynamic stop-loss, trailing stop, and profit-target levels • Handle position sizing based on a percentage of account equity Please deliver the compiled strategy file, well-commented source code, and a short document explaining all configurable parameters so I can tweak them without further help. Back-test the logic on at least six months of historical futures data and a...

Our institute is launching a live, online masterclass aimed at developers who already work confidently with Java and Spring Boot. The cohort is advanced, so the emphasis is on deeper, production-grade techniques rather than introductory material. What the engagement entails You will craft and deliver a series of virtual sessions that explore advanced Spring Boot concepts—think custom auto-configuration, reactive programming, Actuator fine-tuning, security hardening, performance profiling, containerisation, CI/CD integration, and real-world troubleshooting workflows. Classes must be interactive, code-driven, and immediately applicable to enterprise projects. Deliverables • A structured curriculum outline with clear learning objectives • Live, instructor-led talks and...

【 概要 】 FX自動売買ツール（EA）の開発依頼をしたいです。 【 依頼内容 】 FX自動売買の開発を依頼させてほしく依頼を立ち上げました。 通貨ペア : AUD/NZD 証券会社 : XMTrading15万円 : 0.01ロット（15万円ごとに0.01ロットづつ上げていく複利運用型）利回り : 利益率よりも安全面を重視したいので、月利数%程度で十分です。上記が希望になるので、開発できる方からの契約をお待ちしています。

I’m building a watch-list filter that relies on the live relationship between Ichimoku Leading Span A and Leading Span B on a 5-minute chart. My rules don’t follow the classic Span-A-above-Span-B approach; instead, I’ve defined conditional thresholds that the script must check every bar and return a boolean value that Pine Screener can read. What I need from you • A clean, well-commented Pine Script (v5) that calculates the two Leading Spans, applies my threshold logic (I’ll supply the exact numbers after we start), and outputs a simple screener column—true when conditions are met, false when they’re not. • Guidance—just a short “attach & run” walkthrough—showing how to add the script to TradingView’s Stoc...

I want to make micro controller sniffer which can sniff data passing through the channel RX-TX or SPI or I2C to debug issue of data loss, poor connection between controller and sensor or EEPROM and show data on lcd screen, this tool has different input like most of all communication protocol.

I need an engineer with hands-on robotics programming experience specifically for the Staubli TX40. My immediate goal is to update and refine the robot’s motion routines, adjust I/O interactions with peripheral equipment, and confirm everything runs smoothly on the existing controller. You should already be comfortable working directly on a TX40—uploading, editing, and testing code on-site or through Staubli’s standard development tools. A solid grasp of safe workspace calibration and cycle-time optimisation will be essential, as I want the new sequence fully vetted before we place it back into production. Deliverables I expect • Updated and well-commented robot program ready to deploy on the TX40 • Brief commissioning checklist and rollback file so we can...

Hello, I would like to commission the porting of existing code (200 lines) written in Arduino IDE (ATmega32u4) to an STM32CubeIDE project (STM32F103C8x). I require identical functionality. I will provide the original code and a description of the pins/peripherals; I expect a ready-to-build CubeIDE project as the final deliverable.

I need a skilled C++ developer to: 1. Update my existing code from using WMIC to PowerShell. 2. Correct the URL in the code to ensure it displays the correct image.

I need a compact electronics module for a pair of driver’s sunglasses that automatically switches an LCD lens between dark and clear. When entering a tunnel, the tint should clear instantly; when in sunlight, it should darken again. The module must include a light sensor, a small microcontroller, and a driver for the LCD tint lens. It has to be very small so the sunglasses look completely normal — everything must fit inside a standard sunglasses arm. You do NOT need to supply the frame. I will provide my own sunglasses, but if you prefer, you may also use a simple interchangeable demo frame for the prototype. Deliverables: one working prototype, simple firmware, and a small assembled PCB

I’m looking for a very lean NinjaTrader 8 strategy focused purely on fast scalping: once I trigger an entry, the code should immediately place an adjustable stop-loss and an adjustable profit target, both defined in ticks. No indicators, filters, time windows, or extra bells and whistles—just the two exit orders so I can keep the logic razor-thin and execution lightning-fast. Key points you’ll code: • A single input for StopLossTicks • A single input for ProfitTargetTicks • Compatible with both long and short manual entries (market or limit) • Written in C# / NinjaScript, ready to compile and import without errors in NT8 I’ll test it on a live feed and confirm that the stop and target attach correctly, cancel when the position closes, and...

I’m working on a Computer Science programming assignment that must be written entirely in Java. I’ll provide the full brief, sample inputs, and expected outputs once we start, but in essence it’s a standalone console program that should compile cleanly with a standard JDK (17 or earlier). Please keep the code original, well-commented, and organized into clear classes and methods so I can discuss the logic if asked. Meaningful variable names, concise inline comments, and a short README explaining how to build and run are all essential. Deliverables: • Complete Java source code. • README with compile/run instructions (Maven or Gradle welcome). • Optional JUnit tests you used for validation. • Brief note outlining the algorithmic approach. I&rsqu...

I’m running the stable release of DietPi on an Orange Pi 5 Plus (RK3588 with a Mali-G610 GPU). Under X11/ every OpenGL check still reports llvmpipe, so everything is falling back to software rendering. What I need • The system must load and use the proper GPU driver so that `glxinfo | grep renderer` (or an equivalent command) reports either “Mali-G610”, “Panfrost”, or “DRI Rockchip”—anything that confirms the GPU is really doing the work. • Once that is working, RealDash should automatically benefit from the acceleration; the overall aim is smoother, faster general system performance. • A concise set of step-by-step commands or a shell script that reproduces the setup on a fresh DietPi image, along with a brief explana...