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    2,000 program detect gpu jobs found, pricing in GBP

    Must have strong background in mips and mars environment. Task is urgent. Must be finished by today.

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    I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentenc...

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    I need an expert in Arduino programming to develop a code that connects to an OV7670 c...feature - specifically, recognizing a person's head. - When the pattern is detected, the LED should light up to indicate an event has occurred. Additional Details: - The code should be able to differentiate a specific pattern (a person's head) from other objects or patterns that may be in the camera's view. - This is an intermediate level project, hence the recognition should be accurate enough to detect the specific object. Ideal Skills: - Proficiency in Arduino programming and interfacing with cameras. - Experience in pattern recognition, particularly with an OV7670 camera. - Strong expertise in developing responsive codes on Arduino. - Ability to work efficiently and communic...

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    Title: Adjust program to upload and save attachments Description: I created a program that uses HTML, CSS, and Javascript to enable patients to fill out their information, including the option to attach files. Upon submission, a PHP script is triggered to email the data to me as a CSV file. The attachments (typically JPEG’s or PDF’s) uploaded by the patients are not being included in the email. Objective: Adjust program to upload and transmit attachments with .csv Deliverables: - Updated program with ability to transmit attachments in csv - Documentation of all changes with code (unrestricted) - Format attachments as: o Insurance-patient’s last name-patient’s first name o ID- patient’s last name-patient’s first name Att...

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    ...updates specifically with other Raspberry Pi devices running Raspbian, offline. - The purpose of sharing these updates is to cater to locations with limited internet access. This is essential for our project as it ensures that the devices can remain updated despite the lack of connectivity. - The system should be able to initiate the update process automatically. This means it should be able to detect nearby devices and share the necessary updates without requiring manual intervention. Ideal Skills and Experience: - Proficiency in Raspberry Pi hardware and software, particularly in working with Raspbian and understanding its update process. - Strong experience with AWS Greengrass and IoT services. - Previous experience in developing systems that facilitate offline data sharing o...

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    I am actively recruiting individuals and firms who use AWS for a partnership aiming at promoting the increased adoption of AWS through the CRP Program 2024. As a partner, you get to earn by launching projects on AWS. Projects that are core to this campaign include: - Web applications - Mobile applications - Data analytics solutions - Other AWS compatible projects Even though the ideal freelancer wasn't explicit, a solid background in AWS-based project launches will be a significant plus - conveyed by sharing past work, experience, and a detailed project proposal that reveals an understanding of what the initiative entails. No specific AWS services were pointed out as essential. However, having familiarity with EC2, S3, Lambda, among others, might be critical to more effectiv...

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    ...to scan images in bulk and detect any text. Same question as far as whether or not I can save money by doing this accurately with OpenCV or something else? Or if I should be using one of the other providers. 3) Last thing is I'd like to be able to scan and analyze these images in order to create titles and tags for them all in bulk. It's important that I figure out the best option in terms of cost and accuracy. Thanks. --- Additional recommended project details that might help. - Image Quality Assessment: The successful candidate needs to be versed in image processing and analysis, specifically, the ability to accurately assess factors such as noise, blurriness, and pixelation. - Text Recognition: You'll harness your text recognition skills to detect...

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    For my ongoing project, I am in need of an expert in econometric analysis with a special focus on time series data. Here, the tasks will involve: Analysing short and long term relationships between variables. It can be Johansen cointegration analysis, ARDL or ARIMA analysis. Dependent variable; Bitcoin price movement The independent variables are the US interest rate, US inflation, and the NASDAQ index. This project would be ideal for someone who has a strong background in econometrics, statistics, and mathematics. Practical experience in using time series analysis techniques, particularly ARIMA, VAR, and ARDL is essential. Additionally, the ability to clearly communicate complex analysis results would be a significant advantage. Please bid with relevant experience and portfolio example...

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    Signature Assignment: Construct Final Program Plan Proposal Title of the Program: Mental Health Awareness Among African Women Needs Assessment: Problem and Purpose Statements: Synthesize Theory/Theories for Program Development. Analyze Significance and Innovation (Literature Review). Develop SMART Goals/Objectives. Develop a Logic Model. Develop a Budget Strategy. Formulate an Implementation Plan. Develop a Preliminary Program Evaluation Plan The Final Program Plan

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    ...message the forwarding is done by a configurable delay in milliseconds milestones: MS1: implement a basic hardcoded forwarder which detects new SMS (event) and forwards them via e-mail to a hardcoded e-mail address (android and ios) MS2: design & implement a UI, which has a settings dialog for the rules: - add/delete/update/display (CRUD) operations on rules - user can choose a regex pattern to detect specific phone numbers (from) - user can choose the destination(s) (a list of destinations) with whatsapp, telegram, sms, e-mail - implementation in this MS on the UI only for e-mail (but user can select all the named options) - user can choose to use macros like: - sender phone (smsSenderPhonenumber) - sender name (smsSenderDisplayName) - senders text (smsBody) -...

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    ✔Project Overview: We are seeking to develop a program that reads QR codes from multi-page PDF files and image files provided by our clients and extracts that data into CSV files. Due to format differences, existing AZURE OCR API have not met our requirements, necessitating a custom solution. ✔Specific Requirements: 1. Ability to read QR codes from multi-page PDF files, multiple PDF files, and image files such as JPGs and PNGs. 2. Capability to analyze the data within the QR codes and format it into CSV files. 3. Development must be done in either Python or JavaScript. ✔Skills Required: -Experience in development with Python or JavaScript. -Knowledge of OCR technologies and QR code reading techniques. -Experience in handling PDF and image processing. ✔Project Goals: The goal is t...

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    ...to port an existing monitoring program from Windows XP, written in C#, to a modern Windows version or to Linux. The program is currently written in C# Key Features: - Real-time monitoring: The program should be able to continuously monitor and display real-time data. - Data visualization: It should have the capability to present the monitored data in a graphical format. - Data logging: Record selected inputs/outputs at predetermine interval - Error logging: The program should be able to log any errors or issues that occur during monitoring. - Control: The ported program should support control features like: - Adjustment of monitoring settings: The user should be able to modify the monitoring parameters. - Remote control of monitored devices: The ...

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    I'm looking for a skilled developer to create a P2P program specifically designed for Binance Merchant. The main goal of this program is to facilitate fast and secure transactions. Key Components: - The program should primarily focus on conducting transactions in a speedy and secure manner within the Binance Merchant ecosystem. - A user-friendly GUI interface is essential for the program. This will enable easy navigation and interaction for users as they conduct transactions. - The program should be compatible with the Windows operating system. It should run seamlessly and efficiently on this platform. Ideal Skillset: - Proficiency in blockchain technology and understanding of P2P transactions is crucial. - Experience in developing GUI interfaces i...

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    ...system program I want to implement this project shown in the video, but there are problems I currently need assistance to work through a series of problems encountered while trying to implement a project with the Zeek Intrusion Detection System program. Here are some specific issues that require expert attention: - Installation Issues: The struggle includes missing dependencies, installation failure, and multiple error messages. - Configuration Errors: Constant stumbling blocks have been encountered during the configuration phase. - Compatibility Problems: I'm facing compatibility concerns with my current system. This project will benefit from a freelancer well-versed in the implementation and troubleshooting of the Zeek IDS program, preferably

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    I am in need of a DevOps Engineer who is proficient in hosting and Python Flask applications on a dedicated domain. Currently, the project is deployed on an AWS GPU server, however, it's not accessible through the domain. Key Requirements: - Proficient in DevOps to facilitate hosting. - Experienced in deploying and hosting and Python Flask applications. - Ability to configure the HTTPS domain for the project. - Familiarity with AWS GPU server configuration. Your primary task will be to ensure the proper configuration and deployment of the project on the HTTPS domain. This includes setting up the necessary security measures and ensuring the website is accessible to users through our company's domain. Please share your relevant experience and skills in your bid.

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    I am in need of a skilled professional with experience in developing a Mitsubishi PLC program. The program is intended to control equipment using PID (Proportional, Integral, Derivative) control system. It should be able to handle both analog and digital input/output signals. Key requirements include: - Developing a Mitsubishi PLC program for PID control - Integrating both analog and digital input/output signals into the PLC program - Ensuring the program is efficient and effective in controlling the equipment The ideal candidate should have: - Proven experience in developing Mitsubishi PLC programs - Expertise in PID control system - Previous work with both analog and digital signals - Ability to deliver efficient and effective control systems I have ...

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    I'm looking to develop a comprehensive helmet and mask detection system using Raspberry Pi and OpenCV. The system should be able to identify individuals not wearing helmets or masks within a short range, specifically 1-5 meters. Key Requirements: - The system should be able to detect both helmet and mask violations. - I need the system to send an alert to a control center whenever a violation occurs. Ideal Skills and Experience: - Proven experience with Raspberry Pi and OpenCV. - Strong background in computer vision and image processing. - Experience with developing real-time detection systems. - Familiarity with integrating a system to send alerts to a control center.

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    MATLAB Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. This task has been completed. Only a report will be written. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the trac...

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    I'm seeking an experienced electronics professional who can help bring my vision to life. The project involves creating a wearable device that will be capable of reading a variety of vital signs and sending corresponding signals. This will be the start up phase for the device, which in end phase will be able to detect and alert for other signals like: environmental signals, chemical signals, thermal sensors, motion sensors, and/or communication and GPS signals. Key Features: - The device should have the ability to read heart rate, blood pressure, and temperature. - It should be able to send alert notifications in case of abnormal readings. - The device should also have the capability to send data to a mobile app and a cloud server, allowing for remote monitoring and data col...

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    Develop Strategy 8 days left

    1. Set a timer to trigger at the specified time X minutes after the start of the trading session. 2. When the timer trig...another X lots after the price moves (+X) pips from the opening price of the first opened order. Place stop-loss and take-profit orders for this additional position as well based on strategy inputs. 8. In manual mode, use the price provided by the user as the initial price instead of capturing the 1-minute candle closing price. 9. If there is an existing open position, the strategy should be able to detect it and use it for further calculations as described above. * I should get strategy notifications "email & audio alerts. * I should be able to back-test & optimize using FXCM TradeStation desktop. * Do you provide NDA to the strategy? * Do you prov...

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    I am seeking a Python programmer who can develop a program for me. This program will be responsible for certain data manipulation tasks, following specific rules and functionalities. This is quite an interesting and challenging project which may involve the following: - Writing a Python program that will filter or block specific tags. - Implementing a tag hierarchy, ensuring correct relationships and positions. - Applying formatting rules based on the tags. The ideal candidate for this project should have a strong expertise in Python, as well as a good grasp of data manipulation and structuring. It would be favorable if you have experience with similar projects involving tag-based data handling. Your efficiency in coding, attention to detail, and problem-solving skil...

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    I'm in need of an experienced Excel programmer to create a customized program for data analysis. The primary purpose of the program is to assist in data analysis. Thus, it should help in organizing and interpreting large sets of data. The program will need to handle data from two main sources: - Text files (CSV, TXT) - Manual input The ideal freelancer for this job should have a strong background in Excel programming and data analysis, with specific experience in handling various data types and creating efficient, user-friendly Excel programs. Key Skills: - Proficient in Excel programming - Skilled in data analysis - Experience working with text files and manual input - Ability to create user-friendly applications - Understanding of data organization an...

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    I am seeking an UK based experienced Golang Developer to build a robust and secure Go program that manages updates for another Go executable. This project requires creating a system that monitors GitHub to automate the process of updating, running, and, if necessary, rolling back an executable in a restricted Linux environment. Responsibilities: Develop a program that checks for new versions of an executable stored on GitHub and updates the running executable accordingly. Implement functionality to run the updated executable and perform startup tests to ensure its stability. Design a rollback mechanism to revert to the previous stable version if the new version fails at startup. Incorporate signature verification for each new executable to maintain security and a...

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    Key Requirements: Postmortem Meeting Functionality: The bot should be able to detect scheduled postmortem meetings, typically arranged through Outlook, and post notifications in the designated Slack channel. These notifications should provide details about the meeting (e.g., meeting title, time, and Zoom link). User Interaction: Upon receiving the notification, users should have the option to interact with the bot. Specifically, they should be able to: Join the meeting directly from Slack if it is currently in progress. Request to be added as participants in the meeting, triggering the bot to send an email invitation via Outlook. Local Setup: The developer will be responsible for setting up the bot locally on our machine to ensure seamless integration with our existing infrastruc...

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    ...NOT used by any of the lessees ever to mark their boundaries. The subdivision process could continue until when all the lessees in all patches stop subdividing their land. This process described here leads us to the image that is taken as input to a program. NOTE: You can assume that the smallest possible rectangular patch has the shortest side of two pixels in length. Think well about the problem and once you are sure of a solution, design on the paper (this "design" needs be then described into the pseudo code part) and then implement a program ex1(input_file, output_file) which: - reads the file indicated by the parameter 'input_file' using the 'images' library - preprocesses the image--if needed--and implements a *recursive...

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    ...looking for experienced Golang programmers to handle my new feature development requirements. The primary goal of these features is to add new functionalities to the system, which are of moderate complexity. Task description You are given 2 files with different names for two certain entities: Pedro Sánchez and Oesia Group. The objective of the task is developing an algorithm in Go which is able to detect which names are related to the same entities. This algorithm must have to flavours, one in “transactional” time, that can use only the names of the entities and a second one, “batch” that can use also information about the relationship that exist between those and other entities. In example files you can see the flag of wich entities must match at...

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    A method to quickly read Telegram emojis and delete emoji messages without leaving any traces. When you delete a message, others cannot see that the message has been deleted. Calculate the required information and delete the unnecessary information.

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    I’m seeking an adept Python Developer to construct an AWS-based program capable of distributing large-scale emails from a diverse .csv list. Key features: - Email customization placeholders and dynamic subject/body integration for high-level personalization, - Capabilities to send via diverse SMTP email accounts, - Incorporation of an open rate and read status tracking feature. Ideal candidate possess extensive experience with Python, AWS and email tracking protocols. Familiarity with advanced email customization techniques is preferred.

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    Need a Windows program that logs into an account, allows the user to enter a 2FA code in a browser window, enters queries into a search from an input XLS file, and on output saves the search status for that query.

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    I'm seeking a Java expert to implement a Spotify-like program. The key features include: - Implementing and justifying the TADs as described in the document. - Developing a Java program with these TADs. - Running the program on test games. The ideal freelancer will have strong skills in Java programming, software design, and testing. They should also be able to follow design specifications, implement the TADs effectively, and troubleshoot any issues that may arise during testing.

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    I'm in need of a Windows-based inventory tracking program. It should be user-friendly, with specific features to streamline our inventory management process. Key Features: - Barcode Scanning: The program must support barcode scanning for efficient inventory check out and check in. Also needs to allow for searching based on keywords like bandage 4", caviwipes to find items without a barcode available. - Multi-User Access: The program should allow multiple users to access the inventory database simultaneously and check items out (never in) while recording user ID# and department needing the inventory. - Email Reports: Generate and send end-of-day reports using O365 account(s), from two devices used to scan items. - Easy Database Edits: Ensure the end users at...

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    I'm seeking an expert in Long Language Models (LLM) to develop a model that can detect vulnerabilities using network traffic analysis. Key Requirements: - Experience with Long Language Models (LLM) such as GPT, BERT, etc.. - Previous work and experience in the field of cybersecurity, particularly in vulnerability detection. - Ability to design and implement a model that can accurately identify network traffic patterns associated with vulnerabilities. The successful freelancer should be able to: - Understand the nuances of different LLMs in order to choose the most suitable one for the task at hand. - Develop a robust vulnerability detection model using the chosen LLM. - Demonstrate their experience in cybersecurity and vulnerability detection. Please highlight your experienc...

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    As a small business owner, I'm in need of an application expert to develop a simple, yet effective loyalty program for iOS. Key Functionalities: - The core functionality of this program should facilitate points accumulation from purchases or transactions. - It should also enable the redeeming of rewards based on the accumulated points. Technical Integration: - This loyalty program should integrate with my existing business systems and databases for seamless user experience and functionality. Skills and Experience: - Ideal candidates should be proficient in iOS application development, with a proven track record in creating loyalty program applications. - Good understanding of programming for points based systems and redeemable rewards; - Experience with...

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    ...engagement and response efficiency. Customization and Configuration: Users will have the flexibility to customize email templates, scheduling preferences, and response parameters according to their specific requirements. This feature will ensure adaptability and scalability to accommodate diverse use cases. Error Handling and Logging: Comprehensive error handling mechanisms will be implemented to detect and rectify any issues during the email sending process. Additionally, detailed logging functionality will provide insights into system performance and facilitate troubleshooting. Deliverables: Fully functional automated email management system integrated with , Google API, and OpenAI API. Documentation outlining system architecture, setup instructions, and user guide for seamles...

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    ...launching a new enterprise and require an expert in OCR technology to design a program for me. The main function of this program would be to detect and digitize human handwriting from forms, consolidating that information into an Excel sheet. There would be a subsequent function for field extraction to compile a final report. - Desired Skills and Experience: • Proficiency in OCR technology for handwriting detection • Experience in custom software development • Excel programming expertise for auto-consolidation of data • Knowledge of report generation mechanisms within software Successful execution of this task would drastically streamline data processing in my start-up. To increase accuracy, the OCR program needs to be trainable, in o...

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    I'm looking for an experienced Python developer to help with an image processing and machine learning project. - The primary goal of the project is object detection. - Specifically, I need to detect mouths in images. - The developer will need to use machine learning techniques to train a model to detect this specific object, and then implement it for processing images. - The ideal candidate should have experience with image processing, machine learning, and Python programming.

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    I need a professional to create a microcontroller program for me. Here is a quick run down of the requirements: 1. Hardware: This project involves the use of a TI DRV10970EVM board and the TI LAUNCHXL-F280049C. 2. Programming: The program needs to be written in C. 3. Functionality: The program should be able to accept an integer input that represents a torque value. This input would then be used to adjust the speed of a small motor controlled by the DRV10970. 4. Signal Control: I'm unsure of the type of signal that should be used to control the motor speed(PWM, Digital, Analog). Therefore, I am open to suggestions on this aspect. It would be great if you can provide your expert advice here. 5. I would also appreciate help/schamtics on how to connect the...

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    I am looking for an experienced Java developer who can help me design a custom Java compiler. The project involves using the Java language to create a new compiler that should: - Detect syntax errors in Java code. - Optimize Java code. - Generate error messages for syntax errors. The ideal candidate should have a deep understanding of Java, along with experience in compiler design. It's important that the compiler is efficient and can handle a variety of Java code. If you're up for the challenge and have the necessary skills, I'd love to hear from you.

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    I am seeking an experienced developer capable of creating an IoT based irrigation system to optimise water usage for crop yield. This smart system should monitor soil moisture, and control water flow based on real-time rain prediction data derived from a weather API. Key Features: - Soil Moisture Monitoring: Detect and report current soil moisture levels. - Real-time Rain Forecast: Seamlessly integrate with a weather API to obtain live rain prediction data. - Automated Water Flow Control: regulate irrigation based on the soil moisture content and rain prediction data. This system should be adaptable and compatible with all types of crops (fruits, vegetables, grains). Ideal Skills: - IoT Development: You should have significant experience creating IoT solutions. - API Integra...

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    I'm in need of a data processing expert who can assist me in developing an architecture to analyze knowledge graphs using ETL and machine learning. Key Tasks: - Leveraging Data Processing Expertise: I need someone with a strong background in data processing, particularly in relation to graph technologies. Your role will be to harness this knowledge to create an efficient and effective architecture for analyzing knowledge graphs. Ideal Skills and Experience: - Strong Data Processing Background: A deep understanding of data processing is crucial for this project, particularly in the context of graph technologies. Experience in working with large datasets and complex data structures is highly desirable. - Familiarity with Graph Technologies: Knowledge of graph databases and associated ...

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    i want an Lineage 2 server protection against bots. out there are few cheating programs, and i want you to create an integrated protection into the server to detect and kick those cheaters. My main concern it's Adrenaline cheat. Pls go and lern about Adrenaline bot program, and then come and let me know if you can do something agains this.

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    MATLAB USERS Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one and report writing

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    Objective The primary objective of this project is to implement a multithreaded program in Java to sort a list of numbers using thread programming techniques in a Linux environment. Problem Statement In today's computing environments, efficient sorting algorithms play a crucial role in various applications, ranging from data processing tasks to system-level operations. The ability to sort large sets of data quickly and accurately is essential for optimizing performance and ensuring the smooth operation of software systems. The objective of this project is to develop a multithreaded program capable of sorting a list of numbers using different sorting algorithms. The program will be implemented in Java and will leverage the multithreading capabilities of the Java p...

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    I require the development of a Printed Circuit Board (PCB) based on provided schematics and design guidelin. This PCB is specifically designed to amplify signals from a silicon PIN diode used to sense gamma radiation. Top Features: A PIN photodiode, four low-noise op amps and a comparator are used to detect individual photons of gamma radiation. Expertise: - A solid background in PCB design and experience in providing PCB manufacturing data Expected output: • Schematic and Source data in EAGLE or Protel 98/99/SE/Altium/Protel-DXP format. • Extended Gerber File RS-274X. • Bill of Materials (BOM) in Excel format, based on components from Digikey or Mouser. • Pick-N-Place / XY-File. Please share relevant experience and sample work.

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    I'm seeking an expert to create a bespoke voltage sensor and WiFi module configuration to monitor low voltage (below 100V). The core purpose of this system is to manage power outage alerts. Key Requirements: - The system should effectively detect power shortages in a low voltage environment. - Upon detection of a power outage, it must immediately send a mobile notification or SMS as an alert. - Expertise in sensor technology and WiFi modules is crucial for this project. - Experience with mobile notification systems is also highly desirable. By integrating your skills in sensor technology, WiFi modules, and mobile alerts, we can build a proactive power outage notification system. I look forward to your innovative solutions and approaches to make this project a success.

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    I require an experienced developer familiar with Facebook's share count API, Vue.js and PHP Laravel. The goal is to efficiently integrate and configure the API into my web application. Key responsibilities include: - Configuring the API to detect when a user has shared a content out to Facebook, specifically other users content - Ensuring the API can validate the shares made outside of my platform. My platform has feature of point-based reward system and this API integration is a critical part of this reward functionality. Ideal candidates are experienced with: - Vue.js and PHP Laravel - Implementing and managing Facebook's APIs, specifically share count API - Developing reward systems based on user activities and interactions.

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    ...an existing WordPress website using our Vacation Rental Software’s API.’ We have 45+ vacation rentals, and we want people to be able to book them on our site. The Rental Software is called “Streamline VRS'' and has an active portal with all the required API documents. WordPress Site: There are 3 main requirements for this project: 1. Make the property calendar detect, display, and inform the user of the Minimum Number of Nights required for each property on certain dates. The calendar on our Booking software has nightly limits that need to be implemented in the property’s calendar. What we need is: When the guest is picking the date. A prompt or message should be displayed stating “There’s a nightly min. of 30 nights for the ...

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    I'm looking for a software solution that can address the increasing issue of online harassment and threats on messaging apps. The main goal of this project is to remove all types of harmful data that victims are being threatened with. Key Requirements: - The tool should be able to detect, evaluate and remove threatening messages, inappropriate images and videos, and personal information that's being used to harass individuals. - The solution should work specifically on messaging apps - not on social media platforms or forums. Ideal Candidate: - Experience in developing software solutions for online security and privacy. - Proficient in working with messaging app APIs and developing tools that can interact with these platforms. - Familiarity with data evaluation and remo...

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