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    2,000 skeletonization image processing matlab työtä löytyi, hinnoittelu EUR
    €104 Keskimäär. tarjous
    9 tarjoukset

    File attached

    €6 (Avg Bid)
    €6 Keskimäär. tarjous
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    Illustrator Expert for Image Gloss Effect 6 päivää left
    VARMENNETTU

    I'm seeking an experienced Illustrator designer who can enhance images in my marketing material with a glossy effect. Key requirements: -Apply a complementary color scheme for the glossy effect. -Ensure the glossy effect doesn't overpower the original image, maintaining a balance. -Previous experience in creating glossy effects in Illustrator is highly desired. Please note that the focus of this project is not on the entire design, but specifically on the images within it. A portfolio showcasing similar work would be a plus.

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    €21 Keskimäär. tarjous
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    We have an existing platform that fetches top news headlines based on interest and uses GPT in order to compile them into a headline and send via SMS. The current bot is a selenium and existing panel is a basic Django admin. These are the new revamps that I'm looking for S...with a quick glance. Also would be nice to integrate twitter news into this someway since certain news gets broken on twitter first. Admin Panel: Need admin panel designed as per psd files with basic user controls such as Dashboard (analytics - visitors, revenue, mrr, abandoned carts) Users (Name, email, password reset, payment on file, location, interests, Cancel Subscription) Orders. Processing & other: Switching processor, and adding Plaid pay subscriptions as checkout option Migrating our r...

    €177 (Avg Bid)
    €177 Keskimäär. tarjous
    26 tarjoukset

    I have a large inventory of 2060 SKUs that I need to source images for. The images need to be sourced from a specific website or platform. Ideal skills and experience: - Proficient in web scraping - Experience working with inventory management - Familiar with e-commerce platforms - Technical ability to deliver the images as required

    €15 / hr (Avg Bid)
    €15 / hr Keskimäär. tarjous
    47 tarjoukset
    Android E-commerce App Development -- 2 6 päivää left
    VARMENNETTU

    ...I need integrated are: - User Registration and Login: A seamless process for users to create accounts and sign in. - Product Catalog: A comprehensive display of various products for users to browse and choose from. - Shopping Cart: A functionality that enables users to add products to their carts as they shop. - Payment Integration: Integration with Razorpay for secure and convenient payment processing. - Order Tracking: A feature to allow users to track the status of their orders. The ideal candidate should have: - Proficiency in Android app development - Experience with E-commerce app development - Knowledge of integrating payment gateways, specifically Razorpay - Strong problem-solving skills - Ability to create a user-friendly interface - Time management and project managem...

    €196 (Avg Bid)
    €196 Keskimäär. tarjous
    11 tarjoukset

    photo on a white background (raw) to be processed and incorporated into a super tennis court outdoors so that the photo is hyper-realistic

    €20 (Avg Bid)
    €20 Keskimäär. tarjous
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    Trophy icon Create political movement image 2 päivää left

    I need to create a logo for a political movement, using the colors and text I will provide. You will need logos for Facebook, Instagram, x, tiktok. Cover and slash photos for photos.

    €25 (Avg Bid)
    Taattu
    €25
    13 työtä

    I'm looking for a proficient image editor who can make specific changes to a number of files. I am attaching two files. Currently, they say: MTNV Administration MTNV Diagnostics They are in two different formats. So, 4 files. I need them to be changed to say: QED Administration QED Diagnostics QED Operation QED Proxy Administration QED Proxy Operation So, I need a total of 10 files. I will pay a max of $25 for this. I will provide the source files to the successful bidder.

    €19 (Avg Bid)
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    53 tarjoukset

    ...Search Functionality 3. In-App Communications with Actions 1. Chatbot Integration: Objective: Enable Copilot Studio users to interact with a chatbot directly within the application interface. The chatbot should provide assistance, answer queries, and offer suggestions related to coding tasks. Key Requirements: • Seamless integration of a chatbot interface within Copilot Studio. • Natural language processing capabilities to understand user queries. • Ability to provide relevant code snippets, suggestions, and documentation links based on user input. • Option to customize and extend chatbot functionality as needed. 2. Global Search Functionality: Objective: Implement a robust global search feature within Copilot Studio to enable users to quickly find relevant co...

    €387 (Avg Bid)
    €387 Keskimäär. tarjous
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    Your assignment in this project will be to design and train a ne...reconstruction of subsampled images. We will supply you with a codebase that handles data loading. Each data sample you receive from our dataloaders will be a batch of MR images in frequency domain ˜x. You will implement a model which takes these image batches, subsamples them according to a random binary maskM(with code we give you) to receive the subsampled version M(˜x) = ˜xsubsampled, converts the data to xsubsampled (in image domain) and performs reconstruction using a model mθ to receive mθ(xsubsampled) = xreconst. The fully-acquired target image x is also provided by the dataloaders. A naive, vanilla reconstruction model would be provided as reference. Your goal is t...

    €134 (Avg Bid)
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    I'm in search of a skilled Laravel developer to help me address some performance issues in my application. Key Points: - The primary problem I'm facing is a significant drop in performance that's affecting the overall user experience. - While the specifics aren't described in detail, it's likely related to slow page loading, frequent timeouts, and/or delayed data processing. Your main goal will be to identify the root cause of the performance issues and rectify them in a way that ensures the application runs smoothly and efficiently. Desired Skills and Experience: - Prior experience working on Laravel applications, particularly in optimizing performance - Ability to conduct a detailed analysis of the codebase and identify the reasons behind the slowdo...

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    €8 / hr Keskimäär. tarjous
    36 tarjoukset
    HDFC Bank API Integration Demo 6 päivää left
    VARMENNETTU

    I'm looking for an experienced developer who can provide live demos of HDFC Bank API for payments and collections. Key Requirements: (but not limited) - Demonstrating Payment Processing: The ideal candidate should be able to showcase how the API facilitates payment processing in a seamless and secure manner. - Highlighting Fund Transfers: You should also be able to perform real-time fund transfers using the API, demonstrating its efficiency and reliability. - Showcasing Transaction History: Exhibiting the functionality of the API in retrieving transaction history, including relevant details and data. Technical Details: - Programming Language: While I have no specific preference. - Must have used the API. If you are confident in your ability to deliver a comprehensive...

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    €10 / hr Keskimäär. tarjous
    3 tarjoukset
    Third-Party API Integration Project 6 päivää left
    VARMENNETTU

    ...various third-party services. The project has to be completed ASAP, so I'm looking for someone who can start right away and commit to a quick turnaround. Key requirements include: - Integration with social media platforms: This app needs to have a seamless integration with social media platforms to enable easy sharing and interaction. - Payment gateway integration: A secure and reliable payment processing system is a must-have for the app. - Additional third-party integrations: While I've mentioned a few key services, I'm looking for a flexible developer who can accommodate additional integrations as needed. Ideal skills for this project include: - Proficiency in API development and integration - Strong experience with social media, payment gateways, and other...

    €676 (Avg Bid)
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    ...wallpaper selection, to allow users to explore by theme. • Robust search functionality, enabling users to quickly find their wallpaper preference. • In-app wallpaper customization, including cropping, resizing, and applying filters to enhance personal engagement. You should have a solid background in Android development and production of visually appealing and practical apps. Experience with image processing would be of added value. Your creativity, reliable communication, and a keen eye for detail are necessary for this project....

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    Software Arena work 6 päivää left

    I am on the hunt for a proficient software developer to create a software Arena model that will perform queue simula...REQUIREMENTS: * Expertise in software development, particularly for desktop platforms. * Past experience in developing simulation-based software is desirable. * Understanding of queue theory and the ability to successfully code a visual depiction of the simulation. FEATURES OF THE SOFTWARE: * The main feature required is a queue simulation functionality that accurately depicts the wait times, processing times, and arrival intervals. In conclusion, this project requires a unique mix of software development skills, with a specific focus on simulation software. If you meet these criteria and feel capable of delivering the required software, do submit a bid, and l...

    €30 - €250
    €30 - €250
    0 tarjoukset
    Image Classification using ML/DL 6 päivää left
    VARMENNETTU

    ...looking for an expert in Machine Learning (ML) and Deep Learning (DL) to help me with an image classification project. Requirements: - My dataset consists of around 200 images for classification. - The primary source of the images is yet to be determined. - You should be able to understand the task of image classification and implement a solution using ML/DL techniques. Ideal Skills and Experience: - Proven experience in image classification projects using ML/DL. - Ability to work with a smaller dataset and optimize model performance. - Proficiency in popular ML/DL libraries and frameworks like TensorFlow, Keras, scikit-learn, etc. - Strong understanding of neural networks and their applications in image classification. - Excellent communication skill...

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    ...intuitive navigation. Key Features: - Image Gallery: This will be an essential part of the website. The gallery should be easily accessible and the images should be displayed in a professional and attractive manner. - Navigation: The website needs to be easy to navigate with a clear and logical structure. - Mobile Responsiveness: The website should be fully responsive, ensuring a seamless experience across all devices. - Performance: The site should be optimized for speed and performance. The website is expected to have more than 10 pages. This means that the chosen freelancer should have a strong understanding of web design and be able to create a site that is engaging and informative while maintaining a sleek, modern look. Experience in creating image galleries, pa...

    €163 (Avg Bid)
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    ...experienced API Integration Specialist to help automate the sales of eSIM cards using on the GetYourGuide platform. The integration should be done via (formerly Integromat). **Project Requirements:** 1. **API Integration**: Connect the eSIM API from to GetYourGuide via Make.com. 2. **Automated Workflow**: Set up automated workflows to handle: - Order processing and fulfillment - Customer notifications and delivery of eSIM cards - Payment confirmation and reconciliation 3. **Testing and Validation**: Ensure the integration works seamlessly, handling all edge cases. 4. **Documentation**: Provide detailed documentation of the integration process and workflows for future reference. **Skills Required:** - Experience with API integration, especially

    €147 (Avg Bid)
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    ...seeking an experienced MATLAB expert to assist with an important optimization project. Your role will involve leveraging your proficiency in MATLAB to optimize a mechanical system. The main goal of this project is to achieve the best possible performance of the mechanical system through your advanced MATLAB skills. Key responsibilities that the ideal candidate will handle include: - Utilize MATLAB to optimize a complex mechanical system - Implement advanced algorithms for system enhancement - Ensure the system is running optimally through your expertise The ideal freelancer for this role should have a strong background in: - Mechanical Engineering - MATLAB - Optimization techniques - Prior experience in similar projects would be a huge plus If yo...

    €84 (Avg Bid)
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    2 tarjoukset

    I need a good developer who know JS, PHP to fix my wordpress custom plugin login form made, im facing issues that sometimes the form keeps loading and not processing any actions.

    €112 (Avg Bid)
    €112 Keskimäär. tarjous
    138 tarjoukset
    Email Signature Image Fix 6 päivää left
    VARMENNETTU

    I have an issue with my Gmail email signature. When I try to add images to my signature by uploading directly, it's not displaying properly. I use gmail and zoho email client. Used to create the signature. Key requirements: - Image not displaying in email signature after uploading directly - Need a fix for the issue while keeping the signature design intact Ideal skills and experience: - Proficient with Gmail email signature settings - Previous experience in resolving image display issues in email signatures - Strong understanding of HTML/CSS would be a plus The goal is to have the images display correctly in the signature and ensure that it's a seamless experience for all recipients. Do not contact me on WhatsApp or Email!

    €35 (Avg Bid)
    €35 Keskimäär. tarjous
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    I'm seeking an experienced Python developer who can help me with a project involving parsing a set of mixed data structures from text files. The data is not overly complex, but it does contain a variety of structures. The size of the files i...GB. Your responsibilities will predominantly include: - Developing a Python script to parse the text data - Converting the parsed data into JSON format Ideal skills for this task include: - Strong Python programming skills - Experience in parsing text data - Background in working with JSON data - Ability to handle mixed data structures - Understanding of efficient file handling methods, for processing less than 1GB of data If you have a proven track record in similar projects and can showcase a deep understanding of Python, I'd lo...

    €153 (Avg Bid)
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    41 tarjoukset
    SKU Image Scraping: 2060 SKUs 6 päivää left
    VARMENNETTU

    I have a list of 2060 SKUs in an Excel sheet that I need corresponding images scraped from Website A. Each image should be saved with the SKU number as the filename (e.g., for SKU 32440). Key Requirements: - Scrape images from Website A for 2060 SKUs - Save each image as a high-resolution jpg with the SKU number as the filename Delivery: - I will provide you with the Excel sheet containing the list of SKUs via email. - You should deliver the images in a compressed file with 2060 images, each named according to the corresponding SKU. Ideal Skills and Experience: - Experience in web scraping, particularly image scraping - Proficient in Excel for managing SKU lists - Ability to deliver high-resolution images - Attention to detail to ensure correct matching of SKUs an...

    €134 (Avg Bid)
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    I'm seeking a skilled data scientist who can provide me with quality dental images for training a model. The focus of the model will be cavity detection from intrao...cavities to ensure accurate model training - Annotating the images to highlight the cavities for further analysis The ideal freelancer for this project would have: - Previous experience working with medical image data, especially dental or intraoral images - Strong knowledge and understanding of image segmentation techniques, particularly in the context of cavity detection - Proficiency in creating annotated images for training purposes - The ability to communicate clearly about the data provided and its relevance to the model's training Any prior work in the field of dental or medical image a...

    €286 (Avg Bid)
    €286 Keskimäär. tarjous
    3 tarjoukset
    E-commerce Image Bulk Uploader 6 päivää left
    VARMENNETTU

    I'm looking for a freelancer who can assist in developing a bulk image uploader for my e-commerce site. 1. from all units except parts, attachments, 2. to our website - Ideal Skills: - Experience in e-commerce web development - Proficiency in image processing - Strong understanding of bulk uploading systems Please include any relevant experience in your proposal.

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    Elektronik 6 päivää left

    I'm aiming to establ...and skilled professionals to help design and implement my startup vision. Here's what I need: - E-commerce Website Design: Build a site tailored to digital product sales with modern UX/UI, optimized for conversions. - SEO and Digital Marketing: Optimize the site for search engines and plan a strong digital marketing strategy. - Integrations: Integrate needed third-party systems like payment processing, digital product delivery, etc. - Strategy: Provide advice and guidance for a successful e-commerce operation. Ideal candidates will have extensive experience in e-commerce site design, digital marketing, SEO, and business strategy development. Prior experience in launching digital product stores is a plus. If you have proven skills in these areas, I...

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    €456 Keskimäär. tarjous
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    ...features within the project, with a specific focus on Asynchronous Processing and Queue Management. Key Deliverables: - Implement Asynchronous Processing: The developer should be able to design and implement a system where tasks can be processed concurrently, allowing for better performance and resource utilization. - Implement Queue Management: The project requires a developer who can set up a robust queue management system, ensuring tasks are executed in the correct order and at the right time. Specific Requirements: - Maximum Queue Size: The system needs to be designed with scalability in mind. You should be able to define and implement a maximum queue size, ensuring the system can handle the expected load. - Processing Speed Requirements: The developer shoul...

    €10 / hr (Avg Bid)
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    Software Engineer 6 päivää left

    ...NET MVC development using C#, and have experience developing and interfacing with SQL Server databases. The Application Developer creates, maintains, supports, extends and operates computer applications that serve the C.A.R. membership, the general public, and C.A.R. internal staff. The application portfolio is very broad ranging from communication tools to mobile applications, internal data processing applications, database applications, and applications that support our members’ specific business. The Application Developer is responsible for ensuring uninterrupted availability and proper performance of the applications delivered. Key Responsibilities: Application Development: Develop technical interfaces, specifications, and architecture. Implement the applications in...

    €18 / hr (Avg Bid)
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    International financial affairs consultants need to analyze hot economic events. The consultant needs to have some knowledge of international politics to evaluate and analyze the econ...Demonstrated experience in financial analysis, particularly in international affairs - Proficiency in interpreting and understanding economic indicators and policies - Ability to draw meaningful conclusions and make informed recommendations based on the data gathered - Remote work: Opportunity to work from home, open to applicants worldwide Kindly Note: - We are dedicated to reviewing and processing all candidate applications within a week. If you do not receive a response, please check your spam folder. If you have a passion for global affairs and can offer strategic insights, we encourage you...

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    I have existing source code, and its main function is as follows: when a user sends a message to my Telegram bot bot_a, the code loops through accounts in the API list and pastes the user's message text to bot_b and bot_c. It then waits for responses from bot_b and bot_c, and processes the two responses together. The processing logic includes keyword checks, removal of special emoji, and extraction of numbers from buttons. Then, bot_a sends the processed text back to the user. I now need to add another bot, bot_d, such that when a user sends a message to bot_a, I will use the API list accounts to paste the user's message text to bot_b, bot_c, and bot_d, and wait for responses from all three. Then, I will merge and process the text from the three responses, and have bot_a ...

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    20 tarjoukset

    ...and integrate AI technologies effectively. ∙Custom AI Solutions: Our team of skilled developers and data scientists design and develop bespoke AI solutions that address specific business challenges and objectives. ∙Machine Learning: We utilize cutting-edge machine learning algorithms to analyze data, extract valuable insights, and automate decision-making processes. Natural Language Processing: Our NLP solutions enable businesses to analyze and interpret human language data, enhancing customer interactions and operational efficiency. Industries Served: caters to a diverse range of industries, including healthcare, finance, retail, manufacturing, and more. We understand the unique challenges faced by each sector and tailor our AI solutions to address specifi...

    €10 / hr (Avg Bid)
    €10 / hr Keskimäär. tarjous
    39 tarjoukset

    We need to develop a script that will massively create descriptions for ~5000 products in a Google spreadsheet. Descriptions should be created via GPT-4 with processing of the product photo, title and current description.​

    €81 (Avg Bid)
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    I'm in search for an experienced Java programmer with a clear understanding of the .mp4 standard to build a code that encapsulates a data stream in a previously recorded video. Specific knowledge of Ffmpeg is needed. The task at hand mainly revolves around end-processing, as the text file needs to be submerged after the final video compression. The text file will be in the .srt format, and no encryption or compression will be required for this item. Ideal candidate should be familiar with handling these types of video data stream manipulations.

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    Hello, I have a wedding invitation which needs minor corrections in some parts. All details after discussion

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    As a business owner, I'm in urgent need of someone who's an expert in copy-pasting tasks. The job involves transferring text data into a Word document, with no specific format or structure requirement. Skill and experience requirements: - Proficient in Word processing and data entry - Attention to detail - Quick turnaround time If this sounds like something you can do, feel free to place your bid.

    €237 (Avg Bid)
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    Cross-Platform Ridy Taxi Booking App 6 päivää left
    VARMENNETTU

    I'm in need of a developer who can create a cross-platform taxi booking app for me. The app should be sleek, user-friendly and include all the necessary features for a taxi service app. Key Features: - GPS tracking: I need the app to be able to track the location of the user and the driver. - Payment integration: The app should allow for seamless and secure processing of payments. - Ride history: It would be great if the app could provide a history of past rides for the user to reference. I'm open to suggestions for additional features that might enhance the user experience, so your expertise in this area would be highly valued. Please make sure you have experience in creating similar apps and are able to show me some examples of your work.

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    To streamline our media files searchability, we're in need of an adept developer capable of implementing AI add-ons to Cloudinary for image and video tagging. Here's what we need: - Capabilities to tag a mixture of user-generated and professionally created images and videos. - Having prior experience working with Cloudinary and AI technologies will be a definite plus. - Potential volume of media files exceeds 500, hence efficiency and scalability of your solution is vital. - Solution needs to address tagging of media already uploaded, but also in further uploads. The desired outcome of this project is a well-organized, searchable media library that would significantly enhance our user experience. Your expertise will play a crucial role in achieving this, so make ...

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    I have a Microsoft Excel assignment that needs expert handling. My needs include: - Data analysis: I want to make sense of my data, and uncover any hidden trends or correlations. - Formula creation: I require the creation of Excel formulas to automate data processing tasks. - Graphs and charts: I need insightful visuals to represent my data. This will aid me in understanding and communicating it more effectively. While it's unfortunate I could not provide more detailed information, it's vital that the freelancer can work with a certain degree of ambiguity. Expertise in Excel-based data analysis, formula creation, and chart and graph creation are essential. An ability to uncover data insights, no matter how small the dataset, will be highly beneficial.

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    We are seeking an experienced NLP Engineer to develop a robust resume parsing solution for our website. The ideal candidate will have a strong background in Natural Language Processing (NLP) and machine learning techniques to accurately extract and structure information from resumes. Responsibilities: Develop and implement NLP algorithms to parse and extract relevant data from resumes. Ensure high accuracy in extracting information such as personal details, education, work experience, skills, and more. Integrate the parsing solution with our website to provide seamless user experience. Continuously improve the parsing accuracy through machine learning and feedback loops. Collaborate with our development team to ensure smooth integration and functionality. Requirements: Proven exp...

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    User-friendly Appointment & Payment Site 6 päivää left
    VARMENNETTU

    I'm in need of a website that can cater to new users and make scheduling appointments, managing user profiles, and processing payments an easy and seamless experience. Please go through figma file for detailed flow and screens of web needed. You can select react.js or any platform that will be easier for you.

    €299 (Avg Bid)
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    I'm in need of a skilled Python programmer to create a code for an automated student ID card detection system at the...Requirements: - The code should be able to specifically identify student ID cards. - The system should be designed to trigger the gate automatically upon detection of an ID card. Alert Notification: - Upon detection, I need the system to provide an intermediate level alert: - ID number - Name - Time of detection Ideal Skills & Experience: - Proficient in Python programming - Experience with image processing and recognition - Previous work with automated systems will be highly beneficial. This project is crucial for our campus security and efficiency. The successful completion of this project could potentially lead to additional automation p...

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    I'm looking to buy a "bag of credit" and pay for it in installments. I'm not sure what the terms of the credit are or what the bag represents, but I want to make payments on it in installments. I'm open to suggestions on what kind of credit to buy, how much to spend, and what kind of bag it is. Ideal Skills: - Financial expertise - Payment processing familiarity - Great communication skills to explain the concept in detail

    €692 (Avg Bid)
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    1 tarjoukset
    Custom Image Generation Website using AI 6 päivää left
    VARMENNETTU

    I'm seeking a skilled developer to create a website similar to , but focused on AI-powered image generation. I intend for the AI to allow users to create customized images by uploading reference images. Key Objectives: - Develop a user-friendly website for custom image creation - Implement AI technology for image generation Required Skills: - Proficiency in web development, particularly in creating user-friendly interfaces - Experience with integrating third-party AI applications, specifically StableDiffusion or Dall-E - Skilled in managing image uploading and processing - Prior experience with similar projects preferred I'm open to suggestions for the best approach to implementing this AI functionality, so proposals should include a plan for...

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    Crypto Currency Buy and Sell Website 6 päivää left
    VARMENNETTU

    I need someone to create a crypto currency buy and sell website for me. It should have the following functions - Secure transaction processing - User authentication and login - Real-time market prices display The site should support Bitcoin and Ethereum only. It is essential that the transactional aspect of the website is secure as this is the main function of the site. I am looking for a freelancer who has experience in developing similar websites and has a good understanding of crypto currency exchanges. A strong understanding of security protocols and procedures is also essential. The project should be completed within a month.

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    I am looking to automate certain repetitive tasks that are currently performed in Excel using Power Automate. - Main Objective: The chief goal of this project is to automate data comparison tasks. This will greatly improve productivity and minimize errors that may come with manual comparison. - Ideal Experience: The ideal freelancer for this task should have extens... - Ideal Experience: The ideal freelancer for this task should have extensive experience in Excel and Power Automate and should have successfully completed similar jobs in the past. A strong understanding of data comparison techniques and working with excel spreadsheets will be highly beneficial. - Skill Set: Key skills required include Excel, Power Automate, and a good understanding of data processing and workflow a...

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    Project - ID - Image 9 päivää left

    as discussed

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    MATLAB Coding and Script Writer needed 6 päivää left
    VARMENNETTU

    I need an experienced coder proficient in MATLAB to assist with a mid-level complexity project related to physical modeling. Ideal Skills: - Proficiency in MATLAB - Experience in data management - Ideally experienced in physical science data Specifically looking to have script written to read multiple ASCII data text files and create matlab Structure format for oceanographic instrument data (an ADCP). Such as: There are multiple ascii text files that all have to be read. Some data lines have NaNs that have to have the whole row of data removed.

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    €21 / hr Keskimäär. tarjous
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    PDF Text Extraction for Text Analysis 6 päivää left
    VARMENNETTU

    ...should have strong programming skills and experience with text processing and file handling. Project Details: Objective: Extract text from provided PDF files and answer specific questions based on the content. Requirements: No use of external libraries for PDF reading and text extraction. Write custom code to parse and process the PDF files. Develop a method to accurately answer questions using the extracted text. Deliverables: Custom code/script for reading text from PDF files. A function or method to process the text and generate answers to the given questions. Documentation and comments in the code for clarity. Skills Needed: Strong programming skills (Python, Java, or any language of your choice). Experience with text processing and file handling. Ability to write ...

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