Bid python programming projectsmunkák

...various data sources (SQL, NoSQL, APIs, etc.). Ensure the integrations are scalable, efficient, and maintain high performance. Collaborate with our team to understand requirements and provide technical solutions. Write clean, maintainable, and well-documented code. Troubleshoot and optimize existing integration solutions. Desired Skills and Qualifications: Strong NodeJs skills Ability to read Python & Go code Abiltiy to write DBT transformations Strong experience with CloudQuery and its features. Proficient in SQL and database management systems. Solid understanding of API integrations and web services (REST, GraphQL, etc.). Experience with cloud platforms (AWS, GCP, Azure, etc.) is a plus. Strong problem-solving skills and attention to detail. Excellent communication and t...

I'm searching for a seasoned Azure expert, specifically skilled in web ap...should cover all aspects of efficient and effective deployment and configuration of an Azure web app service. - Troubleshooting and Debugging: Occasionally things may not operate as expected, so you must be adept at identifying and resolving any challenges that may arise within the system efficiently. My current Azure web app service uses C#, ASP.NET and .NET. Therefore, expertise in these programming languages and frameworks will be highly beneficial. Ultimately, the main purpose of developing this Azure web app service is for a web application. Anyone highly experienced in this field will be greatly preferred. A deep understanding of Azure web app services for web applications will guarantee a succ...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance throu...

I need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection - Capable of ex...

I'm on the lookout for a skilled expert versed in both Python and React. Utilizing your understanding of these programming languages, your main focus will be to develop an efficient, user-friendly UI for my machine learning application. Key Responsibilities: - Code the frontend of the application using React - Write backend code using Python - Liaise with me for regular updates and iterations Although not specifically detailed, the development may require real-time data visualization, user authentication, and the ability to export data in different formats. Ideal Skills: - Proven experience with React and Python - Previous experience crafting UI for Machine Learning applications The timeline for completion wasn't specified, allowing you to focus...

Looking for an experienced character animator/ game programmer that has the skills to polish and finish an existing game coded in Unity. You must be very proficient in Unity game engine. Rigging and animation experience is a must. I need a rigging and animation expert as a matter of fact. We are working on a AAA on the rail game game in 1st person shooter style. I need...person shooter style. I need someone who is good at taking existing assets and customizing them and making them better or using the existing animations very nicely. No rookies please. You will be asked to perform a test animation upon getting the full job, so if you are lying about expertise you will be wasting both of out time. You will also be working in Github with another Dev that is programming the rest of...

I am in search of a skilled Python developer to deliver a solution capable of scraping specific data from websites like and Makemytrip. The chief aim is to collate the room type and rates, along with rates applicable for specific dates. Ideal Skills and Experience: - Extensive Python programming skills, particularly in web scraping - Prior experience with data extraction from travel or hotel booking websites - Familiarity with various data extraction techniques and handling dynamic web content Your role will involve programming a robust and efficient scraper that can collect and deliver the desired data in a structured format. Familiarity with and adherence to legal and ethical aspects of data scraping is necessary. Efficiency in output delivery and import...

This project requires expertise in Event-B Modelling & Spark I think you must be an Electronic, elevator engineer or electrical engineer and a programmer to be able to do this If you feel you are confident with this requirement and you can do this kindly place your bid while we discuss extensively on the requirement and timeline

I run a content agency(primarily short form content) that edits videos for coaches, hypnotherapists and other projects The videos are up-to 60 seconds long and I expect you to edit subtitles, b-roll, stock footage, dynamic motion/graphics and make the video in general: entertaining and highly engaging. For longer videos I of course expect the same, but that is not happening that often. I am looking for a person that can be my full time editor for the next 6-12 months with the possibility of consistent pay-raises when the agency experiences growth. You will be paid at least 6usd for every video-edit from day one, and depending on the projects, the price will get higher. It is an easy project, and it is very sreamlined! Every video are tailored specifically by me, then yo...

I'm in urgent need of an API that generates temporary passwords for a Tuya smart lock. The main functionality I need is the ability to generate these passwords. The delivery method is not of concern as I just need a working sample of the JSON body for creating the API. Ideal Skills: - Experience with developing APIs, particularly for smart devices - Proficient in JSON and API design - Familiarity with the Tuya platform is a huge plus - Ability to work under a tight deadline - Excellent communication skills Please note that the project is required ASAP. We have obtained these locks , we try through api to create temporary passwords like it can be done through the app without luck. Also the device permision is on read. Can it change? We have tried both the Smart Home Basic and the ...

I'm looking for a skilled Java developer to create a Graphical User Interface (GUI) frontend for my application. The frontend needs to be compatible with Windows. Key Requirements: - Develop a visually appealing and user-friendly GUI using Java. - Ensure the GUI is compatible with Windows OS. Ideal Skills and Experience: - Proficiency in Java programming. - Experience in creating GUIs for Windows. - Strong understanding of user interface design principles.

I have a research paper that I would like you to follow and create a finite element model for a pulley. The model should be based on beam theory, shell theory and thin shell theory. Key Requirements: - Develop a Finite Element Model: The model should be based on beam theory, shell theory and thin shell theory. - Stress Distribution Analysis: The most important output data from the model should be the stress distribution. This is crucial for this project. - Industry specific: The intended application of this pulley is for the mining industry, so you need to be able to ensure that the model is tailored to this industry. Ideal Skills and Experience: - Solid Understanding of Finite Element Modeling: You should be proficient in creating and analysing finite element models, ideally with exper...

I am in need of an expert in embedded programming, particularly in nRF communication to develop a program that supports real-time audio communication. This program will be responsible for establishing and facilitating wireless communication in a short range (up to 100 meters) for an upcoming project. Key requirements: - Proficiency in nRF communication and embedded systems - Experience in developing programs for real-time audio transmission - Ability to ensure program functionality within a short-range wireless communication Your responsibilities will include: - Designing and implementing an efficient program that supports real-time audio communication -> (TX) nRF24L01+, (RX) nRX52840 -> nRF52840 should work as a USB audio device -> Sampling rate shou...

Project Details: We are looking to find a w...filled into the field in our system. I am looking for a long term freelancer with database development, LLM and AI experience to help us achieve highly accurate results using OpenAI API, and ideally speaking some experience in google cloud AI products. Specific requirements for the project include: - Experience with LLM models, particularly the specified model - Strong understanding of programming languages and development of API experience - Ability to deliver highly accurate results (100%) - will need to test and show the results as well - good communication skills If you have the necessary skills and experience, please submit your proposal and let us know how you think you can help us with your project, specifically with your e...

I'm in need of a core PHP expert for a long-term project. The ideal candidate should be proficient in object-oriented programming, MySQL database integration, and API integration. Key Responsibilities: - Developing and maintaining a custom web application or e-commerce website - Ensuring high performance and responsiveness from the web application - Collaborating with the team to define, design, and ship new features Experience & Skills Required: - Strong understanding of PHP back-end development - Proficiency in object-oriented programming - Experience with MySQL database integration - Familiarity with API integration - Proven track record in delivering high-quality work - Good problem-solving skills - Good understanding of security principles and compliance Thi...

...11,000 product names in Dutch. These product names consist of a piece of proper name, noun and then sometimes some content information. For example: Orange Cleaner degreaser 5L c We are looking for a quick way to see the noun plural in the column next to it. Also, one or more synonyms in the column(s) next to it would be nice. Example: degreasers (=plural) I understand this can be done with a Python script that performs these tasks. This script uses the Natural Language Toolkit (NLTK) library to identify multiples and synonyms. This script assumes you have a list of product names and want to find the plurals and synonyms for each of them. It prints the original product name, the plural (if found) and the synonym (if found). I am looking for someone to help me create this list...

I am looking for a proficient freelancer with a strong background in data scraping from LinkedIn, various social media platforms, and websites. The objective of this project involves harvesting old leads interested in job-oriented training courses in areas such as programming, digital marketing, business, and finance. The skillset and experience required include: - Excellent knowledge of data scraping techniques - Familiarity with LinkedIn, and other social media platforms for data extraction - A good understanding of programming courses, digital marketing, business, and finance topics The targeted audience for these training courses are students, working professionals, and entrepreneurs. I am expecting high-quality leads, so experience in targeted scraping is a must. To be...

I'm in need of advanced Q Learning expertise to optimize decision-making within a signal time optimizatio...geared towards achieving this through the application of Q Learning. - Signal Time Optimization: The Q Learning model will be specifically tailored to a signal time optimization environment. You should ideally have experience in: - Working with Q Learning in real-world applications and understanding the nuances of implementing it effectively. - Previous projects related to time optimization and decision-making. - Proficiency in the programming languages and frameworks typically used for Q Learning. Your work will be pivotal in ensuring that the system's decision-making processes are optimized and efficient. Looking forward to hearing from talented freelancer...

I'm in need of a skilled PHP programmer to help me with the development of an informational website. The primary purpose of this site is to provide information to visitors and I'm looking to have a user-friendly content management system integrated into the site. Ideal Skills and Experience: - Proficiency in PHP programming - Experience in website development - Familiarity with content management systems - Ability to create a user-friendly interface - Strong communication skills and attention to detail Please let me know your relevant experience and availability.

I'm in need of a proficient programmer who is experienced in installing and configuring CKAN on a Linux operating system. Specifically, expertise is needed in the following areas: - CKAN installation on AWS Linux - CKAN , datastore and datap...this project does not require ongoing post-installation support, the hired professional should ensure smooth functioning of the system and resolve any issues promptly during the initial setup. Ideal candidates should have: - Strong background in working with python and CKAN - Proven experience with configuring CKAN for data storage - Excellent troubleshooting skills in a Linux environment - Ability to train and guide others - Strong attention to detail If you meet these criteria and can accomplish this task efficiently, please bi...

I need a skilled python developer to create a JSON to Excel converter. Key Requirements: - You'll be working with Flat JSON data - How to handle missing data is up to you - Mapping of JSON fields to Excel columns is flexible Ideal Skills: - Proficient in Python - Experience with JSON parsing - Excel manipulation skills I'm open to suggestions on the best way to map the data, so please include your ideas in your bid. Let me know if you have any questions.

We're seeking to enrich our website through multiple projects leveraging AI capabilities. Operating on ASP.NET technology, we're on the lookout for a Python developer to spearhead the creation of new initiatives and seamlessly integrate them into our website using microservices.

I am in immediate need of a Python expert who can extract data from external website and store in an MS SQL database. freelancer with extensive experience in data extraction from varied sources would be highly desirable. The skills and experience required for this job includes: - Extensive knowledge on Python-based data extraction methods - Proven experience with managing and manipulating MS SQL databases - Ability to adapt to multiple and potentially unexpected data sources - willing to work via anydesk for final installation of the project Given the urgent nature of this project, only those who can demonstrate a commitment to quick turnaround times need apply.

...am looking for a professional who can help me deploy a Python-based application to Amazon Web Services (AWS) and assist in carrying out data analysis involving statistical methods and visualization. Key requirements include: - **Cloud Deployment (AWS):** The project involves deploying a Python application to AWS. The ideal candidate should have a solid understanding of AWS services and how to efficiently utilize them for hosting and deployment. - **Data Analysis:** I need assistance with both statistical analysis and data visualization. The freelancer should have a strong background in these areas and be able to apply relevant techniques and tools to gain insights from the data. The successful candidate should be proficient in Python and have experience with cloud...

I am seeking proficient Python, C and C++ programmers with a deep understanding of Indian Equity & Derivatives Markets for unique project(s) based on our clients' requirements. Key Project Objectives: - Design, develop, and implement state-of-the-art algorithms Ideal Skills and Experience: - Proficiency in Python, C, and C++ programming languages - Strong knowledge of the Derivatives market dynamics - Previous experience in algorithm development - Ability to think innovatively and solve complex problems Let’s work together to create tailored solutions for our clients’ strategies and algorithms.

I'm looking for a skilled Python expert who can help me with a data analysis and automation project that I plan to deploy on AWS cloud. The project has two main aspects that need to be developed separately but must work in harmony once completed. Key Requirements: - Python Data Analysis: You'll be responsible for creating a Python program that can handle data analysis tasks. The program should be able to process large datasets and generate meaningful insights from them. - Automation: The second part of the project involves creating an automation system that takes the insights generated by the data analysis program and automates the generation of reports and updates data in real-time. Ideal Skills and Experience: - Proficiency in Python programmin...

...various cybersecurity courses and projects. Requirements: - Experienced cybersecurity professional with preferable certifications such as Security+, CISSP, GSEC, SSCP, etc. - Outstanding communication skills and proficiency in English. - Strong teaching and mentoring experience. - Advanced knowledge in Network Security, Cryptography, and Ethical Hacking - Cybersecurity certification as mentioned below. - Outstanding communication abilities. - Teaching or training experience preferred but not essential - Ability to break down complex cyber security concepts. Experience: Minimum of 10 years' practical experience in cybersecurity, preferably with recognized companies. Proficiency with various cybersecurity tools and programming langua...

...integrate my Mitsubishi CNC M80 with MT Connect using Python. This project has two primary goals: real-time monitoring of machine status and data analysis for performance optimization. Key Requirements: - Real-time Monitoring: The system should constantly monitor the machine's status (running, idle, error) and the spindle speed. Any changes in these parameters should be promptly detected. - Error Handling: If there are any errors or the spindle speed deviates from predefined thresholds, the system should send notifications or alerts to notify me. - Spindle Speed Adjustment: It should also be capable of adjusting the spindle speed automatically based on predefined thresholds. Ideal Skills & Experience: - Proficiency in Python programming. - Experience wit...

I am looking for a skilled Python developer to build an application that is capable of placing trades on multiple cryptocurrency exchanges, specifically Binance, Coinbase, and Deribit. Key Features: a Python application that connects to Deribit. It should allow me to: • Pull live instrument prices o Would want to be able to pull many instruments at once – I.e. every futures expiry for all listed currencies / All option strikes across multiple expiries • Pull my positions / balances / margin usage • Place / view / amend / cancel orders o Send multiple orders at once o Cancel specific orders o Cancel all outstanding orders • Record market / Position / transaction data Latency / Speed of execution is import...

There is a need for an experienced developer who can swiftly develop a feature for file uploading and image editing, with capabilities like c...developer who can swiftly develop a feature for file uploading and image editing, with capabilities like cropping. The requirements for the project include: 1. File Uploading: Capable of managing various file types, ensuring smooth upload. 2. Image Editing: Should include an editing feature, with a particular focus on cropping for image customization. Ideal skills for this would be proficiency in Python, JavaScript, HTML, and CSS, with excellent knowledge of libraries and frameworks that can facilitate image processing. This needs to be completed as soon as possible, so a freelancer who can commit and provide quick yet quality work would...

...for a Python expert who can assist me in setting up real-time video streaming and data transfer from Raspberry Pi 5 to a PC over a static network configuration. The project involves an underwater camera and sensor data. Tasks include: Supply Python client and server scripts on a PC and rpi5+camera over a static IP network connection. Using the picamera2 module to stream video to PC. The video is recorded on the PC (time stamp for file name), with text overlay on the video showing PC date and time. UDP for simple 2way communications of small 'hello world' type text strings between the RPI5 and PC. Happy to control everything from the python script on the PC at present with a simple window for viewing the video. No GUI required at present. You should hav...

I'm in urgent need of a mobile backend developer with profound experience in Python Flask. Your primary task will be to integrate and create APIs on my current database structure. - The API should be able to perform: data retrieval, data modification, and user authentication among others. - Your success in this project is highly dependent on your ability to work with a moderate complexity level of database structure. - I'm looking for someone who can start on this project immediately, as the urgency for the API integrations is high. Key Skills and Experience: - Proficiency in Python Flask for backend development - Proven experience in integrating and creating APIs - Ability to work with moderate complexity databases - Strong knowledge in data retrieval, modificati...

...cross-platform optimization for mobile phones. • Ensure responsiveness of applications. • Work alongside graphic designers for web design features. • See projects through from conception to finished product. • Design and develop APIs. • Meet both technical and consumer needs. Qualifications: • Bachelor's degree in Computer Science, Engineering, or related field. • 3-5 years of prior relevant work experience as a Full Stack Developer or similar role. • Proficiency in front-end languages such as HTML, CSS, and JavaScript. • Experience with JavaScript frameworks such as Angular, React, or Vue.js. • Proficiency in server-side languages such as Python, Ruby, Java, PHP, or Node.js. • Experience with database technolog...

As an innovator in high-tech office spaces, my team and I are seeking a skilled AI specialist to develop a comprehensive elevator management system, implementing artificial intel...and management well-informed. Required Features: - Voice recognition capability, allowing passengers to input commands vocally. - A user-friendly touchscreen interface, permitting passengers to navigate their ride easily. - Integration with our building's security system, to ensure safety and streamline operations. As the expected number of floors and elevators is site-specific, adaptable programming skills and experience with various building sizes is essential in this project. Your expertise in AI development and understanding of elevator engineering will be vital to the success of our state-of-t...

...create a website aimed at showcasing my computer training services. Key Features: * Comprehensive presentation of services offered which include training in programming languages, IT certifications, Tally, Advanced Excel, and Graphics Designing. * A design that is engaging and encourages user interaction. Ideal Project Bidder: The ideal candidate for this project will have a strong background in web design with excellent knowledge in user interface and user experience (UI/UX). Familiarity with the tech education industry will be appreciated. The successful bidder should be able to demonstrate a portfolio of similar completed projects. Deliverables: * A fully functional, user-friendly website * Maintenance plan after setup Attention to detail, adherence to deadlines...

I'm looking for an expert in Django to develop an Enterprise Resource Planning (ERP) system that consists o...Inventory Management 2. Sales Management 3. Human Resources Management Ideal skills for the job include experience in Django, Python, and ERP system development. The system should support 10-50 user accounts. In addition, specific reports need to be generated for each module that includes: - Sales forecast report - Inventory status report - Employee performance report A solid understanding of business operations, particularly Inventory, Sales, and HR management is highly desirable. The successful freelancer will have a keen attention to detail, strong problem-solving abilities, and excellent communication skills. Prior experience working on similar projec...

I need a Python code that can detect and count objects on the ground. Key requirements include: - Detecting and counting objects on the ground, concept similar to crowd counting. - Providing a reliable count in, as well as evaluation. Deep learning based counting would be helpful. Ideal freelancer for this project should have: - Proficiency in Python - Experience with object detection algorithms - Knowledge of crowd-based counting systems

...completed similar tasks. I require a specialist in web scraping to extract the body text from articles on Google News. The information will be earmarked for natural language processing, hence, accuracy of extraction and correct formatting into an excel file is of utmost importance. Key responsibilities and skills: - Experience in web scraping, specifically from news websites. - Knowledge of creating Python or PHP scraping scripts or using API. - Ability to deliver results fast, as the project needs to be completed ASAP. Please note that the sole requirement is to extract the body of the news articles with no need for the title, date or author. Let me know your approach and estimated timeframe for completion and budget. I give you (English only) - Google News search keywords...

I need a python supper expert who can do this simple apps for me. simple but complex. if you are supper expert then you can easily do it. i will give you in details in chat. thanks

I need someone to convert a specific function in Python, named GetServicesAreas, to Laravel. This function should be able to retrieve service areas based on countries, with a particular focus on the United States. Ideal Skills: - Laravel - Python - JSON - REST API Specific Responsibilities: - Extracting the function GetServicesAreas from existing Python code - Converting the extracted Python function to Laravel while ensuring complete functionality - The converted function should return service areas based on country parameter - Focusing specifically on the entire United States for function output - Conducting thorough testing to verify that the function operates correctly Experience: - A background in both Python and Laravel is essential - Experi...

I am in need of a skilled Python expert to transform a raw excel report into a final template version of excel. The project requires two main tasks: Formatting and re-arranging of columns along with calculation updates for one column. Key Points; - Need 3 open reports to pull the information and split the reports at the end. - Formatting Changes: The report needs specific columns to have pre-defined blank values for certain columns: Col B, E, J, R, W, AB, AE, AJ, AV, BG, BI, BJ, BQ, BU, BV, BW, BX, BY, BZ. - Calculation Updates: The calculation layer within the excel report needs to be updated and finalized. The ideal freelancer for this project should have a profound understanding of Python and extensive experience in manipulating and formatting excel reports. I am lookin...

Fixed bugs with iCloud website. Automation press button (2bugs only)

Read first - NO auto bidding, please I am h...Full time job << I anticipate that this developer will use a variety of programming languages and technologies, including: - HTML - CSS - JavaScript - PHP - MySQL - WordPress - jQuery - Laravel The candidate should be comfortable with carrying out a range of tasks, but these will most frequently include: - Creating new and custom features from scratch - Improving or updating existing features - Debugging and fixing issues You should have a thorough understanding of each of these tasks and be committed to providing high-quality results on a consistent basis. Please only apply if you possess a strong competency in all mentioned languages and technologies, and have proven experience with the tasks outlined. Your bid should...

Hello and Thank you for being here Please see below code to read USERS from Keycloak using the api task: - Need to get REALM data for each user - Need to get GROUP data for each user We can do a 2nd Milestone if you like and we can talk about that together ----------------------------------------------------------------------------------------------- WORKING CODE TO READ USERS cat from keycloak import KeycloakAdmin admin = KeycloakAdmin( server_url="serverURL:port", username='admin', password='password', realm_name="master") print("current realm",admin.get_current_realm()) users = admin.get_users({}) if len(users) > 0: print("-------------------------------------") for user in users:...

...the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually complete this task; we can leave each other nice comments and 5 stars for each? Look at feedback on my profile, feedback I left for many others. Here is the project: SINCERELY WOULD BE NICE TO MEET YOU PLEASE ANY THOUGHTS ? Please note project is due in two hours as this projects deadline, as this is needed if we can get some done - then we can talk about next steps and 5 stars and another job also. If this is a good one and we are "successful"; would need a couple oth...

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...ensuring high availability and performance. Required Skills: Strong proficiency in Python or JavaScript, with substantial experience in blockchain application development. Previous experience with Telegram bots and API integrations. In-depth knowledge of the Solana blockchain's workings, including its transaction processes and fee structures. Familiarity with regulatory aspects of blockchain and trading technologies. Deliverables: A fully operational Telegram trading bot, hosted and running with complete documentation and setup instructions. All source code, well-documented and with guidelines for ongoing maintenance. Application Instructions: Candidates should submit examples of previous work, especially projects involving Telegram bots and blockchain technolog...

I'm in immediate need of a skilled coder with extensive experience in blockchain technology. The ability to work confidently in a GitHub environment is essential for this project. Key Requirements: - Proficiency in at least one of the following programming languages: Solidity, JavaScript, or C++ - Demonstrable experience in developing blockchain solutions - Comfortable with working in a GitHub environment - Available to start immediately and deliver the project on an urgent basis. Your responsibilities will include: - Developing a blockchain solution based on the project specifications - Ensuring the codebase is secure and bug-free - Collaborating effectively in a GitHub environment If you possess these skills and can start immediately, please get in touch with your releva...

I need a proficient developer to implement an sms otp platform's API into my existing project. Specifics about the platform will be disclosed upon agreement. The successful...existing project. Specifics about the platform will be disclosed upon agreement. The successful completion of this project is highly required within a month period time. The ideal freelancer for this job should posses: - Proven experience with various E-commerce API integrations. - Proficient in programming languages commonly used in API integration. - Ability to deliver within the provided timeline. - Excellent communication skills for clear progress reports. Please provide examples of similar projects you have handled if available. This will greatly improve your chances. Looking forward to a s...

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):