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    Looking for an deep learning/ AI engineer/ expert for radiology image . Additional skills of full stack software development , coding and model deployment. We have created a deep learning algorithm for detecting brain mass on MRI studies based on CNN architecture. We are now training our 3rd batch of annotated data. However, challenging job is when images are motion degraded or images ...reduction . Goal is to increase accuracy of the training model. Task 2: Create coding for of a feedback loop for to increase accuracy of a model. For example if a trained model output image is false positive or false negative. Model will continuously / sequentially be updated from a radiologist feedback. If needed annotation of those images and retraining of those images where the model failed to de...

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    Hello dear designers, I'm about to start a new project. The project is about an online store, focused on the sale of products in GENERAL. Thousands of products will be sold in this online store. We will not focus only on 1 category, it will be hundreds of categories. NOTE: THE NAME OF THE BRAND IS: TecnoDrop We want a MINIMALIST logo, You...will be disqualified! We will be contacting the winners to determine what will be delivered and how. * I am looking for a "unique" logo or as much as possible I will not accept any copy We are looking for a modern and professional logo that will also be timeless. We are creating a brand which will be used on websites, business cards, vehicles, shirts, billboards, and more. we have a system to detect if the logo you sent al...

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    With the current market fluctuations becoming increasingly difficult to keep up with, I am looking for a skilled Pinescript programmer to create an indicator for Tradingview that will help me make informed trading decisions. Specifically, I need an indicator that will detect 3H bars on a specific time frame (3h) and also make use of a custom indicator. When a 3H bar is detected, I would like for the indicator to display an arrow for the closed bar and send an alert. This indicator must be coded efficiently, accurately and securely to the highest standards of Tradingview. I am open to any customizable options that the developer feels might be beneficial to the overall performance of the indicator. If you feel confident that you can deliver a quality product that exceeds my require...

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    I am looking to hire someone to configure my firewall with a dedicated server and Ubuntu20 as the distribution. I don not need a dedicated server, but I do need persistent protection against DDoS attacks. I am currently using OVH and need someone who knows how to work with these systems. Experience in firewall configuration and DDoS prevention is essential for this project. At moment i have try with these but not really work: iptables Drop countrys manually with: and put this Ddos script: Please contact me for more details. Thank you.

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    I want some research articles that discuss file modification monitoring techniques for detecting insider threats in SCADA control systems. I asked chat-gpt and he give me some suggestions like these below. but I could not find them in reality. any one can find them or similar to them. "Detecting Insider Threats in SCADA Systems through File Modification Monitoring" by J.K. Holt and A. Alperovitch, published in the Proceedings of the 2012 IEEE International Conference on Technologies for Homeland Security. "Anomaly Detection for SCADA Systems Based on File Modification Monitoring" by C.A. Coelho, R.M. Araújo, and M.E.M. Campista, published in the IEEE Transactions on Industrial Informatics. "File Integrity Monitoring for Detecting Insider Threats in SCAD...

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    ...Plugin Developer to create Escrow Woocommerce Plugin based on Wordpress that has support the latest version of woocommerce, wordpress, php7.4, php8.1, and the latest php8.2 1. Escrow Wallet Fronend: Account Wallet QR code Generator and reader scanner, Phone prepaid and postpaid topup api with DTone api, wallet account balance, Escrow transfer function like Freelancer or other escrow site that detect with shipping option of Woocommerce shipping field for physical deliverable products and non shipping option for virtual products or services (Most important), withdrawal function of every users such as Bank account field - None bank user address field, and transaction history function with most secure with OTP both email or phone confirmation of digit wordpress plugin. Ex: when c...

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    ...help writing the R-code for the statistical analysis. I'm looking for someone who has experience in descriptive, inferential, and predictive analysis using R-programming. This project requires a comprehensive understanding of statistical analysis and the ability to code complex R-scripts. The right candidate will have expertise in understanding and analyzing data to identify data trends and help detect anomalies. Also, they should have the skills to interpret and communicate the findings and data-driven insights. I'm seeking a professional who can create scripts to process, ingest, clean, and analyze data. The scripts should be robust, scalable, and low-maintenance. Additionally, the candidate should be able to visualize their findings for data interpretation and ma...

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    I am looking for a skilled programmer with experience working with C/C++ and the Orange Pi PC Plus. The project is a face detection algorithm that needs to be written for the Orange Pi PC Plus. The project requires specific hardware – the Orange Pi PC Plus – and to really get the most out of this project, familiarity with the technology is essential. If you have prior experience with coding and the Orange Pi PC Plus, that would be ideal. The functionalities are: - Capture real-time image from a webcam - Make video stream available in real time (socket) - Display a square around the detected face - Capture the detected face and send it to an http endpoint I look forward to hearing from you, and seeing your portfolio and experience. If you have any further questions or thoughts...

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    ...should be able to make and receive calls just like the current phones connected on UDP Port 5060. instructions on how to create any TLS Certificates needed by Kamailio or OpenSips, will need to be provided. (aka steps for letsencrypt etc) NOTE: the Servers is connected to a public IP address directly, and the phones would be connecting from various remote sites, some of which are behind a nat firewall. The asterisk server has the sip device set to nat=yes. this is working just fine under UDP port 5060. We will need this to continue to work in this environment with the exception that some of the phones may connect (through the proxy) using TCP or TLS. Candidate should have complete understanding of the Proxy solution being provided as well as Asterisk. this project sho...

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    I need a simple yet appealing mobile app where the user can upload their own image and the system can detect all the people within it and differentiate between them using their clothes colours

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    This project is related to another project: https://www.freelancer.com/projects/android/Build-simple-APP-that-matches/details. As agreed, a demo of the APP described in that project for iOS mobile devices. The demo should show the functionalities described in the project and on this link: 1. Detect colors on strip 2. Identify matching colors 3. Provide identifiers of matching colors

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    ... Administration and Deployment - Extensive PowerShell scripting - Windows Server (2008, 2012, 2012 R2, 2016, 2019) - Ability to learn and manage applications in an enterprise environment - IT Security solutions and applications ===== PLUSES===== - Programming and development experience (C, C#, Python, etc.) - Knowledge of internet firewall and Ethernet switching in a business environment - Proficiency in: GP's, Basic TCP/IP switching and routing and firewall knowledge, security - Virtual Server (VMware/Hyper-V) - AWS Cloud Experience (Deployment, Administration, Support) - Sophos IT Security (Deployment, Administration, Support) - Certifications: MCSE, MCP and related vendor certs and specialties (experience and aptitude are desired over certifications) - Connectwis...

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    I am looking to develop an anti spy mobile app for iOS devices. The app should be able to detect malicious behavior, alerting the user of any abnormal activity, and if required, block or erase relevant information. The app should include all the necessary steps and processes to ensure users remain protected and secure.

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    We currently have 2 - SonicWall NSA 4600 devices acting as a primary and backup as well as an SonicWall SMA 400 as our VPN appliance. We currently have a single dedicated internet circuit and want to add a secondary dedicated internet circuit as a backup to the primary. We will also be adding a backup SIP provider as well and this will need to be configured on our Adtrans Netvanta 5660 SBC. We are looking for a SonicWall SME with Adtrans experience to configure these additions to our network. I can provide network diagrams after we establish contact.

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    I am building a wave buoy with Arduino Uno, Adafruit 9DOF IMU, Arduino Ethernet Shield and a 4G router. I am looking for a code that can accurately detect wave activity using the Adafruit 9DOF IMU sensor and output the results to the cloud platform. There are a few ways to accomplish this, but the one I understood the best was to use a combination of signal processing and data analysis techniques. First using the accelerometer and gyroscope readings from the IMU sensor to calculate the orientation of the device ( not sure whether only using the Z axis/ Heave, or combining pitch and roll ). We can then use the orientation data to detect peaks and troughs in the wave activity based on some threshold values... values that can be amended. Once we have detected the peaks and tro...

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    Basically I want to have a camera in a car that uses facial recognition to mark off a role on a phone. With other things included, but that’s the main purpose. It will also need to detect and send a notification if there is someone is left in the car when the car turns off. I really only need less than an hour for someone to tell me the steps I need to take to undertake this project.

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    I am facing the same issue as the above mentioned. But even I followed the above instruction the issue is not resolved. Project scope is to resolve the above the issue A netscaler will be provide to you and you feel free to modify and delete. It is not in production mode. The netscaler version is and the citrix virtual desktop and application is 1921LTSR CU1

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    ... Administration and Deployment - Extensive PowerShell scripting - Windows Server (2008, 2012, 2012 R2, 2016, 2019) - Ability to learn and manage applications in an enterprise environment - IT Security solutions and applications ===== PLUSES===== - Programming and development experience (C, C#, Python, etc.) - Knowledge of internet firewall and Ethernet switching in a business environment - Proficiency in: GP's, Basic TCP/IP switching and routing and firewall knowledge, security - Virtual Server (VMware/Hyper-V) - AWS Cloud Experience (Deployment, Administration, Support) - Sophos IT Security (Deployment, Administration, Support) - Certifications: MCSE, MCP and related vendor certs and specialties (experience and aptitude are desired over certifications) - Connectwis...

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    Pogodba o nerazkritju informacij
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    IMPORTANT REQUIREMENTS TO READ OR YOU WILL BE WITHDRAWN: * NO MOCK UPS * NO 3D DESIGNS * provide source files, so we can edit the colors ourselves * Do NOT submit multiple entries of the same design or all your designs will be removed * DO NOT USE OTHER PEOPLES DESIGNS OR ONES FROM ONLINE - we will check * Make sure the logo does NOT have a BACKGROUND. * do NOT use AI, as we can detect that Hi, I need a logo designed for a sports youtube channel. The logo should have a minimalist style. As far as colors go, I'm open to suggestions—bright, neutral, warm, anything goes! The logo should also be tailored to the audience of the sports channel which covers sports like basketball, football, mma, and boxing. please use your imagination and creativity. The text should include ...

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    ...project the soft buttons will operate 96 relays. There will be 16 relays in one PCB & hence max 6 boards can be attached with each other to make it 96 relays. Each board will be connected to other through i2c or any other protocol. Scope of work: -LCD GUI: GUI will be made by developer. It will be multiple pages based . Basic idea of page layout will be provided by us. When the GUI opens up it will detect no. of boards installed inside. If its 1 board, GUI will show 16 buttons. If 2 cards found then 32 Buttons & so on upto 6 cards & 96 buttons -Editable fields : The button names will be editable by user. By default buttons will be named as 1,2,3 up to 96 (Hard code). User can change this no. to name at run time. These names will be stored in memory. -Company Name or ...

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    Need Linux Programmers comfortable working for a fixed monthly price / hourly rate for Long Term Project. Should have knowledge about TCP IP Stack, IP Tables, VLANs, Routing, Bandwidth Shaping, QoS and other knowledge required to build a Network Equipment similar to Firewall which can do Bandwidth Management, AAA, Captive Portal, Walled Garden etc.

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    DRDUCV-case study Končano left

    The main objective of this method is to detect DR(Diabetic Retinopathy) eye disease using Image Processing techniques. Automating the process using Convolutional neural networks to speed up blindness detection in patients before its too late. Eye retina images contain artifacts, some of them are out of focus, underexposed, or overexposed etc. Also, some of the images have low brightness and low lightning conditions thus making it difficult to assess the difference between the images. First we do image preprocessing by applying Gaussian blur to bring out distinctive features in the images. In Gaussian Blur operation, the image is convolved with a Gaussian filter which is a low-pass filter that removes the high-frequency components . Then convert the RGB scale images to Gray scale ima...

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    DRDUCV-CaseStudy Končano left

    The main objective of this method is to detect DR(Diabetic Retinopathy) eye disease using Image Processing techniques. Automating the process using Convolutional neural networks to speed up blindness detection in patients before its too late. Eye retina images contain artifacts, some of them are out of focus, underexposed, or overexposed etc. Also, some of the images have low brightness and low lightning conditions thus making it difficult to assess the difference between the images. First we do image preprocessing by applying Gaussian blur to bring out distinctive features in the images. In Gaussian Blur operation, the image is convolved with a Gaussian filter which is a low-pass filter that removes the high-frequency components . Then convert the RGB scale images to Gray scale ima...

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    Trophy icon Design a logo for Trucking Company Končano left

    IMPORTANT REQUIREMENTS TO READ OR YOU WILL BE WITHDRAWN: * NO MOCK UPS * NO 3D DESIGNS * provide source files, so we can edit the colors ourselves * Do NOT submit multiple entries of the same design or all your designs will be removed * DO NOT USE OTHER PEOPLES DESIGNS OR ONES FROM ONLINE - we will check * Make sure the logo does NOT have a BACKGROUND. * do NOT use AI, as we can detect that Hello, I am looking for a talented designer to create a PROFESSIONAL logo for my business. The company is called "Nomad Express Hauling". The logo should include that text. Its also important to create a unique way of letting customers know this is a trucking/transportation company, whether thats using a open box like delivery, or a truck, or something related to transportation, or s...

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    we. have some people use web scrap (such as Selenium) to cheat in our game , how can we find and banned them?

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    El trabajo consiste en configurar 5 dominios que apuntan al servidor con sus virtual host, sus carpetas separadas, sus certificados ssl lestcript - que se renueven automáticamente con tarea cron, cuenta ftp para cada una de las carpetas para subir y actualizar las webs, configuración de un panel tipo hestia o similar, configuración ...virtual host, sus carpetas separadas, sus certificados ssl lestcript - que se renueven automáticamente con tarea cron, cuenta ftp para cada una de las carpetas para subir y actualizar las webs, configuración de un panel tipo hestia o similar, configuración de sus 5 bases de datos con usuario y contraseña, opción de phpmyadmin o similar para la gestión de las bases de datos. Configuración d...

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    I am looking for freelancer who know Arabic , and I prefer to be Arabic to create a masking function or model for Arabic misogynistic text using deep learning for armi dataset according the exist model for misgeny detection and evaluate the accuracy then make discussion for the work using vid...prefer to be Arabic to create a masking function or model for Arabic misogynistic text using deep learning for armi dataset according the exist model for misgeny detection and evaluate the accuracy then make discussion for the work using video call or voice call and write the methodology and way that used in masking . The target language is Arabic. Ultimately, I would like to be able to better detect misogyny in text, particularly in Arabic language text, through the use of this maski...

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    Hello there! I'm looking for a freelancer to help me set up a Continuous Integration (CI) pipeline for my react.js application using DigitalOcean and GitHub Actions. The expected architecture should be based on a serverless approach, as well as using a DigitalOcean Droplet. The result should be a CI/CD pipeline that is able to detect any changes on the Github repository and automatically deploy them on the DigitalOcean Droplet. I'm new to setting up CI/CD pipelines, so I will be expecting the freelancer I hire to guide me through the entire process. In addition, I expect the resulting pipeline to be secure and reliable to ensure my application is safely maintained and deployed. I'm looking for someone with in-depth knowledge of both react.js, DigitalOcean and se...

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    I am looking for an experienced freelancer to help me create an incoming/outgoing call notification system, similar to Truecaller. The project is inte...platform, and I have the design ready with me. I need a notification system for both incoming and outgoing calls. I have already implemented notification which you can find and download from attachment. You will need to do following things 1. Implement profile icon with letter of name like "A" 2. Design notification UI exactly like truecaller for spam / verified business / verified profile 3 . Detect outgoing call and show same notification as its showing for incoming call 4. Make draggable Popup like move up , down 5. Allow pre-definded popup location like top , bottom middle . If you are ready then i will provide s...

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    Object detection Končano left

    A face detection using Raspberry Pi 4 The aim of this project is to detect a cat face in order to open the food dispenser.

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    We need a v2ray server behind CDN, (like Cloudflare). The server will be tested by v2rayng software and should deliver at ...procedure: On the mobile app and windows app both, we will test the bandwidth using ookla speedtest tools (web for windows and app on android or ios). We will test the bandwidth without connection three times and then through VPN three more times. And then will compare their mean values both for upload and download. It will be tested on many Iranian ISPs for 20 days. The server will be behind a firewall, and bandwidth will be monitored. The bandwidth difference between the server and the client should not exceed 10%. We will provide the virtual server with 4 CPU cores, 2 GB RAM, and 25GB HDD. The contractor should specify the required ports in advance. Best ...

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    ...experience, and capabilities in delivering a high-quality AI-driven OCR solution. It is important to note that we do not have any available datasets for this project, and vendors are expected to procure them as part of their proposed solution. Project Description and Scope The scope of this project includes the development, testing, and implementation of an AI-based OCR solution to accurately detect and recognize Arabic handwritten text. The project will involve: a. Procuring diverse datasets of Arabic handwriting, including various styles, sizes, and levels of legibility. b. Developing a machine learning model capable of recognizing Arabic handwritten text with a minimum accuracy rate of 90-95%. c. Training the model on the procured datasets of Arabic handwriting. d. D...

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    I have Cisco ASA 5520 Firewall and in that few VLANs are created. That is connected to Cisco 4948 where many devices are connected to the L3 Catalyst Switch under different VLANs. The engineer has configured VLAN previously and it was working... Now they seem to be screwed up and I am not able to ping or browse the other VLAN which I have been given permissions. This is simply few mins job for a techy person in networking... The person taking this product should have good knowledge in inter-vlan routing and vlan permissions as that is the one that need to be fixed. Thanks.

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    ...backup solution to maintain the backup of system restore in a designated folder. The latest system restore backup will be stored here, allowing for quick restoration of the system in case of any system crashes. Auto-detection of designated USB & Copy folder data to USB as per defined schedule without user intervention/access to system: This feature will enable the backup solution to automatically detect a designated USB and copy the backup data to it as per a defined schedule. This will automate the backup process, making it easier to manage daily/weekly/monthly backups on the USB without the need for manual intervention. Create granular backup logs with detailed metadata: This feature will allow the backup solution to create granular backup logs with detailed metadata. Thi...

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    ...phoneNum=001-345678. The full SIP environment will be: - your SIP app, connected to the sipgate-account - optionally other machines also running your SIP app on multiple desktops - one or more SIP physical desk phones running on same SIP account - one ore more softphones (laptop, smartphone, ...) running on same SIP account Process: 1. your SIP application shall detect incoming POTS calls (rings, no hook take off) 2. if possible to detect which device has taken off hook (the call) (e.g. if the desktop phone picked the call) 3. if possible how long the call was going with the different phone to measure the call duration The listener shall be configurable via xml config file, means - what URL to call - which phone numbers to ignore (regex) - which phone numbers to track...

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    I'm looking to hire an expert to provide a beginner class in configuring Firewall systems on Palo Alto PA500 devices. This class will be conducted in a virtual environment and will cover the basics of configuration and deployment. The instructor should have hands-on experience working with PA500 systems, and should be able to teach on the use of command-line tools and web-based graphical interfaces. The instructor should also be able to provide guidance on common use cases for deploying and managing PA500 systems. The instructor should have a thorough understanding of network security technologies, including virtual LANs and tunneling protocols, and should be able to provide best practices for implementing secure configurations. The class should also provide insight into ...

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    We are looking for a professional freelancer to help us with our Palo Alto PA500 School Project. The project will involve setting up and troubleshooting our PA500 firewall with remote access solution, as well as creating documentation and providing training on use of the firewall. We have experience with IT infrastructures but need assistance with this particular project. Our goal is to ensure successful deployment of our firewall and make sure that everyone on staff is knowledgeable about the system. We are hoping to find a dedicated and knowledgeable freelancer to help us with the project.

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    I'm looking for an experienced programmer to create a range breakout strategy in Amibroker in either C#, JavaScript or Python. The goal is to detect price patterns and execute trades to potentially increase profits. The strategy will not be tested against historical data. Instead, it will use a specific candle high low indicator to determine the buy or sell signal. Experience with Amibroker and financial markets is a plus.

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    Hello. Looking for an AI/ML expert who can detect deepfakes via zoom call and create deepfakes for the same.

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    Website Overhaul Končano left

    ... About, Contact, Blog, Video Posts, (connect all blogs / video posts to social media accounts – installing a social media plugin, configuring the plugin, adding social media icons to your website, test the setup) Confirm we can create content on the website: such as blog posts or videos, etc. Set up an RSS feed: Set up an RSS feed that allow the social media automation tool to automatically detect new content on the website and post it to our social media accounts. Test it. Install WP plugins – WPForms, Yoast SEO, and Jetpack, stripe -- Some of these may already be installed. Through WP - Turn on Login area for registered users. See and manage all reservations – past, present and future. Install shopping cart that connects to the products (stripe) Produ...

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    Train model on ViT Končano left

    Hello, I would like to work with Vision transformers expert. I want to train NIH CXR dataset on Vision transformers model only to detect lung tuberculosis.

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    ...phoneNum=001-345678. The full SIP environment will be: - your SIP app, connected to the sipgate-account - optionally other machines also running your SIP app on multiple desktops - one or more SIP physical desk phones running on same SIP account - one ore more softphones (laptop, smartphone, ...) running on same SIP account Process: 1. your SIP application shall detect incoming POTS calls (rings, no hook take off) 2. if possible to detect which device has taken off hook (the call) (e.g. if the desktop phone picked the call) 3. if possible how long the call was going with the different phone to measure the call duration The listener shall be configurable via xml config file, means - what URL to call - which phone numbers to ignore (regex) - which phone numbers to track...

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    Data Sorting Končano left

    Hi, I have to sort through data with the columns "Date" "Name" and "Hours". Some of the names have double ups in the date column, ie: two rows for the same name and the same date, although with different hours. I need to detect that the dates and name are the same in the rows, then sum the hours so i have one row for each name, date and hours. I have attached the spreadsheet to have a look at. Please let me know if you can help, i need this ASAP! Thank you

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    This project has a maximum budget of 500$. If you can do this contact us directly. Our client needs a system that can detect fake media, including images, videos and audio recordings. The system should use any methods that are suitable and effective to analyze media and produce a detailed report explaining how and if it was fake. The report should also include visual aids such as images, graphs and explanations in layman’s terms and scientific terms to ensure that it is accessible to non-experts and scientifically rigorous. In addition, the system should be able to perform web scraping to detect instances of the inputted media online and produce a report listing where the media has been posted. The system should be designed as a one-user tool for internal use, with a...

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    We will need this individual to maintain our server, ensure that we don't have any malware and that our firewall is functioning properly. Allow outside access to files on the server. Install, configure, and maintain various types of hardware and software, which often involves creating user accounts, carrying out backup and recovery functions, and monitoring the performance of servers at all times. Have the ability to troubleshoot hardware and software issues on servers and other related devices.

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    Start your proposal by answer 54 + 6 I am looking for a freelancer to work on some features for our chrome extension. The developers needs to be well versed with Javascript, ReactJS and chrome APIs. Having knowledge of ethersjs will be a plus. The selected developer will work on the following: 1. Being able to detect the domain the user is currently on 2. Show popups to alert user if they are on a fraudulent domain (API will be given to fetch the info) 3. Data scrapping - to collect some fraud domains/smart contracts info (source will be told) 4. Minor bug fixes

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    ...perform POST calls to our backend when is required and display the result on the frontend according our needs. Scope of Work: Web3 Connectivity: The freelancer will create and integrate Web3 connectivity using WalletConnect (Web3Modal 2.2.1 with wagmi) on the BSC network on an existing React template. Crypto Payment: The freelancer will add support for crypto payments in BUSD, USDC, DAI, or BNB and detect successful transactions within the Dapp. POST Calls: The freelancer will perform POST calls to our backend after a successful transaction or action requested and parse the result to display it on the frontend. Download Documents: The freelancer will allow users to download purchased documents one by one and a button that allow download all as a zipped file. Wallet Connected/Di...

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    I am looking for assistance with untangling firewall static routes configurations. I have a VLAN network which requires the creation of default static routes, and the details of these routes will be provided by me (the client). An experienced freelancer is needed to ensure that these static routes are properly configured. Please ensure that you are thoroughly familiar with this type of configuration and have previous experience with such projects. Flexibility and reliability are essential qualities that I expect from any contractor I choose. If you are interested in this project and have the relevant experience, I encourage you to bid on this project. Thank you. If you are not UNTANGLE Expert dont contact

    €44 (Avg Bid)
    €44 Povprečna ponudba
    10 ponudb

    I want to configure my server to be access from VPN. I need to set up a VPN connection between host device and external computer. The project includes: Installing VPN Client software configuring VPN on Sophos XG Firewall Setting up RDP for remote access.

    €94 (Avg Bid)
    €94 Povprečna ponudba
    17 ponudb

    I am looking to hire a freelancer to help me create an Android app using OpenVINO format models. The OPENVINO models are basically what I got from the below repo- The above code uses two OPENVINO models- face detection and spoof detection. Once we pass an image or a video using a webcam, it creates a bounding box ...face detection and spoof detection. Once we pass an image or a video using a webcam, it creates a bounding box around the detected face and labels it as real/fake. I have tested the above code and it's working as expected. Now I need a simple android app integrated with the models as mentioned in the above code link. With this app, once a user will open the front camera, models should work and detect as they are working.

    €151 (Avg Bid)
    €151 Povprečna ponudba
    7 ponudb