Image recognition using python code仕事

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    2,000 image recognition using python code 仕事が見つかりました。次の価格: USD

    ...た100を超える事前レンダリングされたビデオがあります。これらのテンプレートはユーザーが選択します。ユーザーは、各テンプレートの開いているセグメント内に自分の個人的なビデオを記録するように求められます。 沈黙とノイズの検出、デシベルレベルの決定と調整などの概念の経験が必要です。 責任 新しいビデオ編集と機能のアイデアのプロトタイプを作成します(管理者とエンドユーザーがレイヤーとタイムラインでビデオアセットを表示するためのビデオ編集ダッシュボード) 最前線のビデオ編集技術である新しい技術を探る 新機能の設計、APIの作成、デバッグ 製品、設計、モバイルおよびWeb開発、サーバー側エンジニアリングを代表するチームメンバーと部門間でコラボレーションします アプリを維持し、コミュニティに耳を傾け、発生する問題を修正します スキル:Node.js、C ++ Re、OpenCV、Python、React Native

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    下記の仕事をお願いできる方を募集しています。 1. 概要 ・平行化済みステレオ画像より深度情報を算出するスクリプトの実装。 2. 詳細 ・Python 3 を用いて、平行化済みステレオ画像から深度情報を算出したい。 ・深度情報の算出は、位相限定相関関数法をベースとする。 ・位相限定相関関数法に加えて、下記を検討したい。  ・ピラミッド画像構築による探索処理効率化の効果  ・ウィンドウサイズの効果 3. 納期 ・12月31日(目安) 4. 報酬 ・60,000円

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    私はphotoshopのデザインカンプを持っている。それを使ってコーディングをお願いします。 この仕様はとjQueryを使ってください。 あと、movieフォルダにある動画をヘッダーのところに入れてください。

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    Telegram提取用户名-要求使用Python语言写成软件

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    I want to ask you the entire renewal of this website. 「シーボニアヨットクラブ」< > Renewal Pages: ○概要、What's new ○理事長ご挨拶 ○設備(メンバーズルーム、事務局、レストラン)、空撮 ○交通、Googleマップ、地図 ○集合写真、理事長、部会長写真 ○入会案内 ●概要、写真 → Lightbox機能の導入 ●各カテゴリ年間イベントカレンダー → Googleカレンダー等で代用 ●各カテゴリ別写真フォルダー → 要検討 ○セイルボートカテゴリ紹介 ○クルーザーカテゴリ紹介 ○ディンギーカテゴリ紹介 ○パワーボートカテゴリ紹介 ○お問い合わせフォーム ○外部サイト・リンク

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    Image Design 終了 left

    主題: 花園/植物 意念: quiet, tranquil, peaceful, elegant 風格: 歐洲 + 私人花園 需要製作圖象: item 1. 花園全景 x 3(不同內景), A1 size item 2. 樹10種, A2 size item 3. 花10種, A2 size item 4. 種籽20種, A4 size item 5. 園護用具10種, A3 size 格式: Photoshop

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    自分で作ったEAをコンパイルしたら、 私が間違ってソースコードを削除しました。 ソースコードに戻すソフトウェアを開発出来ますか? 英語はわかりません。 日本語のわかる人を優先します。 GOOGLEで英語に翻訳しました。 ------------------------------------------------- You have successfully deleted the source code by mistake Once you compile your own EA. Can I develop software back to the source code? English I do not know. I will give priority to people who understand the Japanese. -------------------------------------------------

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    ...Conditions: The keyboard emulator must function correctly within the game. The project must be compatible with Windows 10. Candidates should be proficient in at least one of the following programming languages: C++, Python, or Pascal. Payment will be made upon successful demonstration of the emulator working within the game. Note: This project does not involve breaking any game's security measures or installing unsigned drivers. Important Information: Macro usage in the game is permitted and is not considered illegal. Before bidding on the project, please confirm that you have reviewed the code provided in the attachment. The project requires more in-depth and lower-level coding knowledge than the example provided in the attachment. It necessitates knowledge of rin...

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    I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogues with emotions and feelings. Here are the primary requirements for this project: - Create an AI-driven text mod...how to configure the backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will also prese...

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    I need a Python program to parse a JSON file and format it correctly to be JSON compliant. Key Requirements: - Input Data: The input data is in JSON format. - Output Data: The JSON output should be properly formatted and adhere to a specific schema or structure. Skills and Experience Required: - Proficiency in Python programming. - Strong understanding of JSON parsing and formatting. - Experience in adhering to specific JSON schemas or structures. Please let me know your experience in similar projects and any relevant information that would make you a strong candidate for this job. You will pass the name of the input file as an argument and the output file should be the same file name with the .output extension. The input file is attached. Pay attention to the backsla...

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    I am looking for a PR expert to craft and implement a robust public relatio...across different platforms, including social media, traditional media, and through event sponsorship. - Building a positive image of our brand and fostering a strong relationship with general consumers. Ideal Skills: - PR Management - Social Media Marketing - Crisis Management - Event Sponsoring - Media Relations Your proven skills and experience in PR strategies targeted at general consumers will be crucial. Expertise in various platforms, especially social media, traditional media, and event sponsorship is essential. The ideal candidate should possess significant experience in managing PR in diverse environments and a track record of improving brand recognition effectively through inno...

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    I am looking for an experienced Full Stack developer with experience in TypeScript to rewrite the existing codebase of a web application. We have a copy of the old code base and all the tech stack interactions but require the code to be rewritten as we no longer have rights to the current webapp. Ideal Skills: - Proficient with TypeScript - Hosting with Vercel and Neon - Code review and improvement - Strong knowledge of software development principles and best practices. Please mention your relevant experience when bidding for the project and provide a brief explanation of how you plan to approach this task. Details will be ironed out once the freelancer has been chosen.

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    I'm seeking an expert who can recreate a downloaded image from the internet into a high-resolution wallpaper fit for printing as a poster. Key Requirements: - Recreate a high-resolution image that can be printed as a poster. - The image will be a personal use wallpaper, so no additional text or logo is needed. If you're confident in your ability to recreate this image into a high-resolution, print-ready version, I'd love to hear from you. Please include examples of similar work or a brief explanation of how you plan to accomplish this task in your bid. PS. Please note that I need just the picture with the flowers so ignore/remove the objects

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    I need a small application prototype with the following features: Multi-Employer Job Portal/Admin app (Role Based access) User/applicant App (for Multiple applications to different employers) User Profile Document Upload (Save documents to Db and attachments to Blob Storage ) Send Emails to Employers and applicants back and forth 2 Apps in total ie. admin app and applicant app. job application requirements will be provided. Nodejs, angular, My SQL, ORM, Data Seeding, Migrations should be used.

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    You must to be at least 16 years old and live in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable; rather, I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an un...

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    Wordpress + python.. urgent 6 日 left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    Seeking a long-term Python Data Scientist and Generative AI expert Your task is to develop a prototype chatbot that is powered by Generative AI and Large Language Model (LLM) to respond to user queries using domain-specific knowledge and RAG implementation. The project will focus on integrating LLM frameworks, managing data preprocessing, and implementing the chatbot's user interactions. ONLY people who respond to below screening questions will be considered: 1) Did you fine-tune an LLM model using LoRA or QLoRA? If so, which model did you fine-tune, and what was the use case? 2) Do you have a GitHub profile? If so, can you share the link? 3) Are you proficient in English, and what is your hourly rate?

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    I have a simple python script that interact with an API that takes data from said api and outputs it in a table. The service where I use the API also has a website where I can see in the same table format the exact same data. Pandas know how will help. My problem is that the data from API and from service is mismatching. Your job is too look and identify where the problem is. You will receive both program (simple streamlit app that runs locally) and login details to website to cross check.

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    I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary naviga...knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. The 2-off, NEMA 23 stepper motor movements are sequential, ie, first one moves then the second stepper moves. The controller is a Raspberry Pi 4, the prefered language is Python. Input to the controller via R Pi 7inch Touchscreen. File is to big to attach I look forward to ...

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    I am looking for an experienced CNC programmer to help me program M codes on my Syntec 60W-e CNC controller. I have 3 unused out relays that I want to use, and I would like each of them to be assigned to specific M code...looking for an experienced CNC programmer to help me program M codes on my Syntec 60W-e CNC controller. I have 3 unused out relays that I want to use, and I would like each of them to be assigned to specific M codes. Here’s what I need: - Assign M code e.g. M30, M50 and M80 to the unused output relays. - The function they should perform is to turn an external device on/off. Skills and Experience: - Previous experience with CNC programming is crucial. - Familiarity with Syntec 60W-e CNC controller will be highly advantageous. - Proficiency in M code ...

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    I'm seeking an expert in Python for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experience...

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    ...seeking a skilled Python developer who can help me with a critical task: Translating PDFs. The challenge here is to make sure that the translated content in the PDFs maintains the exact same format and layout as the original documents, without any alterations. Key Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience usi...

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    We are seeking a highly skilled and experienced Data Scraping Spe...and IP blocking. Ensure data scraping processes comply with legal and ethical standards. Troubleshoot and resolve any issues that arise during scraping operations. Collaborate with our development team to integrate scraping solutions seamlessly. Requirements: Proven experience in web scraping and data extraction at scale. Proficiency in programming languages commonly used in web scraping (e.g., Python, Node.js). Experience with cloud services (AWS, GCP, Azure) and deploying scalable scraping solutions. Advanced understanding of web security measures and techniques to bypass them. Strong problem-solving skills and the ability to work independently. Excellent communication skills and the ability to document processe...

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    Advanced Java & Python Tutor 6 日 left
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    I need a highly experienced programming teacher who specializes in both Java and Python. I'm seeking advanced-level guidance, mainly through the following: - One-on-one mentoring: You will provide personalized, in-depth insights catered to my capacities, skills, and learning speed. We will explore challenges and complex concepts together. Patience and exceptional communication are crucial. - Expertise in Java and Python: You must demonstrate a solid understanding and practical application of these languages in the industry. Exit profiles such as the development of complex systems, application in advanced artificial intelligence, or extensive backend management would be ideal. - Advanced Level Programming: I need a tutor who can help me comprehend and implement advan...

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    Trophy icon QR Code Vinyl Sticker Design 19 時間 left

    I have a QR code that I need to turn into a vinyl sticker. The sticker needs to be 34 inches wide and 6.5 inches high. Key requirements: - Transforming a QR code into a visually appealing and functional vinyl sticker - Ensuring the sticker is 34 inches wide and 6.5 inches high Ideal skills and experience: - Graphic design experience, especially in creating stickers - Knowledge of QR codes and their functionality - Proficiency in design software to manage the size - Experience in creating print-ready designs for stickers.

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    I'm in need of a professional and well-rounded computer programmer to build and manage various software applications. Key Tasks: - Develop innovative web and mobile applications - Manage and maintain the software database Ideal Experience and Skills: - Strong familiarity and skill in programming languages (Java, Python or C++) preferred - Previous experience in database management - Proven track record in developing web and mobile applications While skills in Java, Python, and C++ are a bonus, I'm primarily interested in your ability to perform the tasks specified above. Show me what you've got!

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    I'm in need of an experienced backend developer who can deliver comprehensive solutions for a medium-scale project. The tasks to be handled include: - Database management: You should have sound know...include: - Database management: You should have sound knowledge and experience in managing databases efficiently. - API Integration: Proficiency in successfully integrating APIs is a must. - Server Maintenance: You will also be responsible for maintaining the server to ensure smooth operations. Though the programming languages preferred by me were not specified, having experience in Java, Python, or PHP would be advantageous. This opportunity is best suited for developers with a knack for troubleshooting and those who can guarantee smooth backend functionality even during mo...

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    ...AND INTERSTED IN THE PROJECT. I'm currently seeking an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal...

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    Request details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) ...decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and thresholds • Deployment and Monitoring Tools available: • In use: Microsoft Fabric and Excel (VBA) • Potential tool...

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    buen dia se necesita un un pequeño sistema para llevar a cabo la gestion de un pequeño sistema realizado en paython. dejo archivo adjunto para la explicacion.

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    I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navig...Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. The 2-off, NEMA 23 stepper motor movements are sequential, ie, first one moves then the second stepper moves. The controller is a Raspberry Pi 4, the prefered language is Python. Input to the controller via R Pi 7inch Touchscreen. File is to big to attach I look forward to ...

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    I need a machine learning model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning models in web applications

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    Das Ziel des Projekts ist die Entwicklung eines Blackjack-Spiels in Python. Das Spiel wird von einer Person gegen einen computergesteuerten Dealer gespielt. Es soll eine grafische Oberfläche und Geldeinsätze enthalten. Zur Dokumentation wird ein Projektbericht geschrieben. Hier werden alle Arbeitsschritte dokumentiert und reflektiert. Die verschiedenen Code Blöcke werden kommentiert, um seine Funktionsweise besser zu erklären. Eine kurze Anleitung erklärt dem Benutzer, wie das Spiel gespielt wird

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    I am in need of a developer who can assist me in converting my existing Flask API into an Assistant GPT openai. The ideal candidate will be skilled in Python and GPTs Assistant and have a proficient understanding of Flask APIs. As the project involves converting the API into an Assistant GPT, experience with AI and NLP models will be a huge plus. Please note that there was a technical error in the questions, hence the repeated skips. It is highly important that the converted system maintains the functionalities of the original API while being able to run as an Assistant GPT.

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    Case Study 6 日 left

    I'm in need of a skilled professional who can produce a high-quality case study report focusing on marketing strategies within the retail industry. Key Deliverables: - Thorough Analysis: The case study should delve into various effective marketing strategies within the retail sector, potentially highlighting particular successes and failures. - Practi...You should have a strong track record of creating engaging and insightful case studies. - Retail Marketing Expertise: A deep understanding of the retail sector and its marketing dynamics is crucial for this project. - Strategic Thinker: The ability to identify patterns and trends in marketing strategies and translate them into practical recommendations is key. Gurobi with Python, Anaconda: Is able to use Gurobi with python...

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    ...search of a proficient freelancer who has expertise in utilizing MATLAB R2021a for complex Image Processing tasks. As my requirements are quite specific, it is crucial that the preferred candidate has in-depth knowledge of this software and can make the most of its advanced features. Key Responsibilities: - Conduct comprehensive Image Processing tasks - Utilize MATLAB R2021a to its full potential Ideal Skills and Experience: - Profound understanding of MATLAB R2021a - Significant experience in Image Processing - High problem-solving skills using MATLAB Given the specificity and technical nature of this job, candidates who can showcase samples of their previous work with MATLAB, specifically in Image Processing, will be prioritized. This is a...

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    I'm in need of an experienced UI/UX Designer for an iOS app dealing with style and fashion. Core Functionality: - The app is essentially a style and fashion app. It uses AI to help people look their best. - The main functionality of the app is to provide a virtual try-on for clothing, offer color matching suggestions and give personalized style recommendations. Target Audience: - The app is designed for both men and women. Ideal Skill Set: - Previous experience working on fashion or style-related apps is a plus. - Knowledge of AI integration for virtual try-on features is highly desirable. - A keen understanding of color theory and style is important. - Ability to create user-friendly and visually appealing interfaces. - Strong communication skills to understand and interpret user ...

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    ...pipeline. The main duty will be integrating code changes, individual software modifications, into existing code repositories. Need to create a fully functional pipeline with tech documentation and runbooks .. Key Tasks: - Develop, test, and roll out CI/CD pipeline with supporting infrastructure as Code (Kubernetes, Docker) - Manage code releases and updates with popular orchestration tools like : Jenkins , Ansible Ideal Skills: - Proficiency with AWS and Azure cloud platforms - Strong experience with CI/CD - Adeptness with Python, PowerShell programming or any other popular scripting language This job demands the candidate to have a sound understanding of cloud computing and CI/CD implementation, coupled with the ability to comfortably work with...

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    I'm seeking professional help to rectify a problem with one of my programmes which is presently operational on a Windows 8.1 environment but doesn't launch on Windows 11. I'm not certain about the original coding language as I skipped that question, making it necessary for the freelancer to have adept skills in multiple languages, mainly in C++, Java, and Python. I'm also unsure about specific software or hardware dependencies that might be influencing the situation. However, the freelancer must have the expertise to identify and handle this potentiality. As for specific program functions, the user left a gap as well, so an experienced developer in generic software protocols and universal functions would be highly appreciated. However, the freelancer needs to...

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    I'm looking for a seasoned Python developer who can assist in two main areas: - Creation of PowerPoint presentation using a CSV data file - Automate the process via a public URL to upload the CSM file Creation of Powerpoint Presentation The CSV file will feature data-points in columns. A powerpoint presentation template will be provided for reference. The graphs and tables should be present as per the data-points present in CSV file. Automating the Process This is the secondary part of the job. Once we have are successfully able to convert a CSV data in PPT format, we should create a public secured link to upload the file. It should be auto-converted and file should be ready for download. The ideal candidate should be a proficient Python Developer with a sol...

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    I need to be able to create realistic tablecloth images on a table from flat images of the patterns. - Create a render template for realistic tablecloths which can be edited to change the pattern. - 2 shapes are required - rectangular and round - Ideally the table will be in a replaceable kitchen background environment - Finished image should be 4000x4000px allowing for zoom crops to be taken. - Example shape styles are attached

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    I'm in need of a skilled Python developer to create a custom Telegram bot for me. This bot will primarily focus on automated messaging. Key requirements: - (((meeting will be in person in Kuwait))) - The bot should be programmed in Python / any - It should be able to send automated messages - integrate payment gateway - Messages include, but aren't limited to, welcome messages for new users, notifications for updates, and reminders for appointments Please consider the following skills and experiences for this project: - Strong proficiency in Python, with a good understanding of its libraries and frameworks - Experience in developing Telegram bots specifically - A solid grasp of automation and scripting - Prior work with automated messaging systems - Ab...

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    Project is basically about reading data from file and then using algorithms and data structures sort those data as its needed and then write short documentation...I will also need you to explain me everything you made, how it works etc...Project consists of 4 chapters...1 chapter will be pinned

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    Instant Reports from Tax Website 6 日 left
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    ...financial data and regulatory filings from a tax website. This involves scrapping website using the provided credentials by the client, i am looking for getting the python code as i can run the code myself in the future or integrate it to another system. Key Requirements: - I need approximately 300 data points extracted. - The output for these data points should be organized into a PDF or Word. This project is about creating an automated system to generate instant reports about a company. Only difficulty is the website has drops downs to select the period involved and in those 300 data points actually many come from the same source. Ideal Skills and Experience: - Experience in web scraping (Python) - Proficient in creating PDF documents from extrac...

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    I'm in need of a proficient recruitment specialist to assist in a brand awareness campaign. The goal of this campaign is to increase recognition of our brand. The target audience for this brand awareness campaign are specifically drivers. Searching for an expert in either recruiting or marketing. (Please carefully read the following task before submitting any offer or asking about this project) Project: Develop a targeted recruitment campaign for drivers and establish my company’s brand in a local market with a population under one million. Company Type: A local transportation company that uses an on-demand app for providing services. Company Operation description: We’re not competing with Uber or Lyft - our new ride-haili...

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    .The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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    We are looking for a developer experienced in working with the Solana network and trading bots, with a mandatory requirement of being knowledgeable about the P...one view, allowing the user to check the total bonding curve of SOLs versus SOLs owned in the project. Implement a comment bot to automatically write comments on each project. Qualifications: Proven experience in developing trading bots. Strong understanding and experience with the Solana network. Familiarity with the Pumpfun platform is mandatory. Proficiency in programming languages such as Python, C++, or Java. Experience with trading APIs and platforms (e.g., REST, WebSocket, FIX protocol). Strong problem-solving skills and attention to detail. Ability to work independently and as part of a team. Excellent communicati...

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    Hello, I'm interested in taking the original image you modified the wires on for me, and doing three versions. 1. With the wires recolored in Red and Blue. This will be the base for images 2 and 3. 2. One with the Red wires still visible, but the Blue wires grayed out. 3. One with the Blue wires visible, but the Red wires grayed out. This are going on a new website we are working on so there maybe some additional tweaks after this as well. Best, Caleb

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