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    2,000 extract part of image opencv python jobs found, pricing in AUD

    ...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 unpaid logic test. In other words, I would not pay you any money whatsoever if you were to pass the first logic test. However, I would pay you $25 (Twenty-Five Dollars) if you were to pass the second logic test, and $50 (Fifty Dollars...

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    I need a Python script that can batch process text overlay onto images (jpg/png). All the images and all the text will be unique. Each set of text(s) (1-2 sentences) will have its own unique image. (one-to-one) I would like to have a CSV file containing all the unique sets of text. The script would reference a folder of images. The script needs to be able to handle 20-200 images. I would like to be able to change the font style, size, the position on the image, and to have the text be able to wrap to the next row on the image.

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    Python Django Web Development 6 days left
    VERIFIED

    I'm seeking a talented Python Django developer to work on my project. Skills and Experience: - Proficiency in Python and Django framework

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    We're a landscape, irrigation, and gardening company looking for a skilled sales and marketing agent to help us reach new heights. Key Responsibilities: - Lead Generat...looking for a proactive and results-driven candidate with a strong background in sales and marketing. In addition, the following skills will be essential for this role: - Proven track record in lead generation and sales - Expertise in social media marketing and digital advertising - Excellent communication and negotiation skills - Understanding of the landscaping, gardening, or related industry is a plus. This is a fantastic opportunity to be a part of our company's growth journey. If you're passionate about sales, have a creative marketing mindset, and are excited to work in the gree...

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    I'm in need of a full stack developer with proficiency in JavaScript, Python, and PHP. The ideal candidate should be experienced in building web applications and software, and must be adept at working with both front and back-end technologies. I have want to deploy my website to live then we start customization

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    I'm looking for a skilled freelancer with experience in image stitching using OpenCV. The primary goal of this project is to merge two images into a single image. Project requirements : You will be able to choose 2 grayscale images from the graphical interface. The images will be read from the disk and displayed, and the mouse will be used to choose corresponding points on the images (at least 3). Pairs of dots will be marked with crosses of the same colour in the images, but distinct (random choice of colours) for each pair. After pressing a key a third image will be displayed containing the first image pasted to the second image on a black background. For this, the image registration algorithm will be i...

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    ...automation is running on Windows and the script is written in Node.js. Key requirements: - Diagnose and fix the issue: The core problem lies in the inability to send messages. As such, the ideal candidate should have a strong understanding of OpenCV and related concepts, as well as experience with automation on WhatsApp. They should be able to quickly pinpoint the issue and implement the appropriate solution. - Windows proficiency: The automation is running on a Windows platform. The ideal candidate should be familiar with the quirks and intricacies of automation on this OS. - Node.js expertise: The script is written in Node.js. The freelancer should have comprehensive experience with this language, and be able to navigate and debug scripts in this environment. ...

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    ...eye for capturing moments and interactions between the guests as these are an integral part of my event story. - Apart from the guest interactions, I also want a highlighting emphasis placed on the venue and decor. The decor is an important aspect of the aesthetics of my event and as such, should be captured beautifully in the photographs. - Given the duration of the event, you must be able to efficiently manage your time and work within the provided 2-4 hour timespan. Ideal Experience: - Proven experience in event photography - Excellent photograph editing skills - Great interpersonal skills to interact with guests if required - Detail-oriented, with the ability to capture the beauty in the smallest of decors or most brief interaction. the e...

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    Trophy icon Grass Company Logo Redesign 2 days left

    I am looking for a redesign of my logo (the first image is my current logo). I am looking for something very plain and simple that will be easily recognizable and professional. Nothing 3D, just 2d plain and simple. -It is a grass company -I like the orange part with the leaf of my original logo -It has to be green (any shade) with orange OR brown -It can have GC (initials) overlapping to make a logo. -Nothing too busy, plain and simple -I like the font used in the 3rd image -Open to any ideas / originality Good luck

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    I'm in need of an experienced developer to provide long-term maintenance for my e-commerce website. The ecommerce is up and running and fully operational and we need a FULL STACK developer that can code in ALL AREAS of the webapp. - Frontend: React (JavaScript) - Backend: Node.js - Services: Python - Database: MySQL RESPONSIBILITIES: - Integration of new B2B APIs - New payment gateway integration - - Implementation of bug fixes and performance improvements. - Regular software updates and security patches. - Feature additions and enhancements. Skills and Experience: - Proven experience in maintaining e-commerce solutions. - Proficiency in React, Node.js, Python, and MySQL. - Strong problem-solving skills. - Excellent understanding of...

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    Portrait Image Enhancement 6 days left
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    I'm looking for a skilled photo editor to enhance the sharpness of my portrait photos with a high level of sharpness. I'm also interested in adjusting the skin tone to improve overall image quality. The ideal freelancer for this job would have experience in photo editing, specifically with portrait photos. It's important that the enhancements are done professionally, maintaining a natural look while achieving the desired level of sharpness. Experience with skin tone adjustment would also be a plus.

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    Need to find a programmer who understands computer networks and knows c# or python programming

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    My project revolves around the concept of computer vision in OpenCV. More specifically, I am in need of someone proficient with image stitching techniques to create a single, coherent composited image from 2 separate pictures. - Project Goal: You will be able to choose 2 grayscale images from the graphical interface. The images will be read from the disk and displayed, and the mouse will be used to choose corresponding points on the images (at least 3). Pairs of dots will be marked with crosses of the same colour in the images, but distinct (random choice of colours) for each pair. After pressing a key a third image will be displayed containing the first image pasted to the second image on a black background. Fo...

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    I'm looking for a skilled photo editor who can completely remove sun rays from an outdoor photo featuring a motorcycle and a person. Your expertise in professional photo editing and manipulation will be crucial to achieving a flawless end result. Here are my requirements: - Complete removal of sun rays from the image. - Retain the overall quality and integrity of the image while executing the task. - Experience working with outdoor photography and dealing with lighting elements. - Excellent attention to detail to ensure a natural look after removal. - The ability to work efficiently to deliver the project within the agreed timeframes.

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    Please develop a Python script to retrieve restaurant data from Google Maps using the Maps/Places API. The script should specifically target restaurants that have a phone number but *without* a website. The inputs I need to enter are: - Location (latitude and longitude) - Search Radius (meters) - Restaurant Type (including catch all types in the "Food and Drink" category) Key Data to Retrieve, output in a .CSV: - Name - Address - Phone Number - Google Maps URL Ideal skillset: - Proficient in Python - Strong experience with Google Maps/Places API - Ability to deliver results promptly and efficiently - Attention to detail to ensure accurate data retrieval

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    We are in need of a virtual assistant to post a job daily on LinkedIn following a specific set of steps. Ideal candidates for this position should have: - Excellent attention to detail - Strong organizational skills Only one job post will be required per day; we provide the necessary information to include. This is an ongoing position and the right candidate will be detail-oriented, able to work independently, and have strong communication skills. Please apply if you're interested in becoming a part of our remote operations team as a virtual assistant. Thank you.

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    A one time project to design a three part billet aluminium swingarm for a 2007 Triumph Bonneville. Ideally designer will have some experience in designing parts in the automotive field or an area when stress/strength etc are a safety factor. This will be the largest part I will have had designed and made for my motorbike. Attached are photos of some of the previous smaller parts we made, along with a bunch of photos of inspirational swingarm designs. Sadly my previous designer is away due illness and I would like to progress with the project ASAP. So far the current swingarm for the bike is welded and steel and has been 3D scanned and important planes and parts put into a 3D model. Ideally designer would have experience in designing parts to b...

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    Sketch Coloring Expert Needed 6 days left
    VERIFIED

    Hello, I would like to pitch you my idea for a drawing. I have attached a couple of pictures to this message and have included my logo. This will be going on a white tee shirt. I would like it to be full of vibrant popping colors. I would like an old man sitting in the morning smoing a cigar, finishing his cup of coffee remebering his past love, a beautiful woman that he worked with at a cigar factory. The woman in his remberance would be rolling a cigar on her leg. I would like the memory to be coming out of the smoke that he is blowing out. I would like either burlop bags of coffee by his rocking chair with a coffee cup on it or on a barrel or rock or stool, something of that nature. I would like the background to be similar to the example pictur...

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    I am looking for a skilled freelancer to help me compile personalized information from a list of 400 LinkedIn prospects. The list includes their LinkedIn profile URL, email, phone, name, current employer, current title, industry, location, and company size. Project Requirements: 1) Review each LinkedIn profile. 2) Extract three pieces of personal information about the prospect that a friend might know. This could include: - Interests or hobbies - Recent achievements or career milestones - Personal anecdotes or notable mentions in bio or recommendation Deliverables: - A completed spreadsheet with the extracted information for all 400 prospects. - The information should be concise, relevant, and suitable for use in a personalized outreach message. *Opportunity for o...

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    I'm in need of an experienced professional to assist with setting up Apache for Cognos12 on Linux. Key Responsibilities: - Perform a comprehensive Apache configuration to ensure compatibility with Cognos12 Required Skills: - In-depth experience with Apache configuration - Proficiency with Linux operating system - Understanding of Cognos12 architecture Moreover, I would like to implement specific directory access restrictions as part of the setup to enhance security. Desired Skills: - Knowledge in implementing directory access restrictions - Awareness of best practices in security for Apache servers

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    I'm looking for a skilled software developer to create a unique application, using Python and C++ as the primary programming languages. Key Requirements: - Advanced proficiency in Python, C++, and HTML - Experience in software development - Ability to implement user login and registration functionalities Additional Skills: - Understanding of web development - Knowledge of user interface design The project primarily involves developing a software application, so a strong background in software development and proficient programming skills are highly desirable. The ability to seamlessly integrate user login and registration into the application is essential.

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    I'm seeking a Python expert to develop a solution for a resource allocation problem that involves both the Knapsack Problem and linear programming (LP) models. Key Requirements: - This project is focused on resource allocation, so the main goal is to craft an algorithm that can efficiently solve the classic Knapsack Problem. - You will also be required to incorporate LP models in the solution to enhance the resource allocation process. Skills & Experience: - Proficient in Python for algorithmic problem-solving and have a solid understanding of optimization techniques. - Experience in working with LP models and understanding of how to apply them in real-world resource allocation problems. - Previous experience in developing command-line interfaces for...

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    I am seeking an experienced developer to build a web-based Forex trading platform. Key Features Required: - Client Trading - Integration of Trading View API Since the creation of live charts is a crucial part of this project, the ideal candidate will have strong experience in generating and embedding such tools in web platforms. Knowledge working with Trading View API is a must. The end goal is a well-designed, highly functional web-based trading platform that allows seamless Forex trading. If you have a prior portfolio in creating trading platforms, I would be more interested to review and discuss.

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    I'm in need of SEO marketing for my adult live cams + chat website. The primary goal is to increase organic traffic, boost user engagement, and improve the search engine rankings. Key Requirements: - Increase Organic Traffic: A significant part of this job is to employ SEO strategies and practices to elevate the website's visibility across search engines - Improve Search Engine Rankings: A proven track record of improving search engine rankings for adult websites is highly preferred - Boost User Engagement: The SEO marketing strategy should aim at enhancing user engagement on the website - Acquire New Service Providers: The ability to attract new service providers is a critical aspect of the success of this project - Introducing New Se...

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    I'm looking for an experienced developer to create a custom API for the Quotex trading broker using Python. Specifically, I am looking for someone who has expertise in API development. The API should have the following features: - Real-time market data streaming - Trade execution - Account balance retrieval - Comprehensive error handling with detailed error messages - High-performance optimization for fast execution - API calls should be fast Ideal skills for this project include: - Deep understanding of Python - Experience in designing and developing APIs - Background in trading platforms or financial services - Strong problem-solving skills - Ability to optimize for high performance Your primary goal will be to produce a reliable, error-free, and fast API t...

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    I need c#, c++ or python programmer The software has online payment function for customers Please bid and we will discuss more details

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    Smart Tennis Program with AI 6 days left
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    I am seeking a highly skilled developer with expertise in AI neural networks, particularly in Python, for a challenging project. Key Tasks: - Develop a sophisticated AI neural network - Create an intelligent program using open-source AI - Analyze tennis data for the program The primary goal of the program is to enhance player performance analysis through the use of AI. Ideal candidate: - Proficient in Python - Experienced in developing AI neural networks - Skilled in analyzing and interpreting data - Knowledgeable about tennis and sports analytics would be a plus

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    ...in need of an experienced graphic designer who can create visually appealing graphics for a series of 5 email communications. These emails are part of a campaign directed towards buyers of fundraising direct mail for Non-Profits. Your expertise in HTML and CSS might also be highly beneficial for this project. Key Requirements: - The main goal of this email campaign is to generate awareness of our company, which is in the direct mail printing and mailing space. We are a service organization and do not sell products. The email list is custom compiled to Buyers of fundraising direct mail services. Therefore, the graphics need to be tailored towards achieving this objective. - The tone of the graphics should be professional, au...

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    Trophy icon Image Creation Graphics Design 2 days left

    I'm in need of a talented graphic designer to assist me in creating an image for my project. PLEASE LOOK AT THE ATTACHED PICTURE!! I WANT TO PUT A WARRIOR HEADGEAR OVER HIS IMAGE. I want to make the persons headshot look like a warrior. Maybe a spartan warrior with some spartan warrior headgear. Or Maybe a native american warrior paint on his face. This is a fun little project

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    I need a skilled Web Scraping specialist to write code in Python (preferably) that scrapes a specific table from a website for me (Website: ). The table contains WNBA player statistics, The goal is to extract all columns of this table, which is approximately 7 columns and write it to a CSV file (in the same column format). I'm a beginner level coder, and noticed that the table was created with that looks like a Shiny App in R. (I'm not even sure if extracting the table is possible). If it was only possible to use R, then I could potentially work with that. Website: I would like the data to go from the year 2020 to current. Regular Season data. Key Requirements: - Scraping Tables on websites If you're

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    ...currently in the market for a part-time opportunity, specifically within the field of digital marketing. Here are a few details on what I am looking for: - Specialty: I am interested in a position mainly focused on digital marketing, requiring abilities in managing and optimizing online campaigns, SEO, and SEM. - Availability: As it is a part-time role, I'm looking to work 20 hours a week. My ideal schedule would be spread evenly over weekdays. - Field: I am keen on exploring various industries; however, my expertise lies in marketing. I am open to opportunities in various sectors, so long as the role is marketing-focused. Ideal Skills: - Proficiency in digital marketing strategies and tactics - Knowledge and experience in SEO and SEM - A strong understanding...

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    ...videographer to craft a one-minute video that'll promote our restaurant. The aim is to showcase the ins-and-outs of our establishment. Here's the breakdown: - We want an emphasis on the food preparation and the presentation which will showcase our menu and our professional chefs in action. - The customer experience should also be highlighted to show future patrons what they can expect when dining with us. - Our restaurant's decor and environment should play a part in the video as well, giving viewers a visual tour of our place. The ideal candidate would have experience in filming for the hospitality industry and have a penchant for telling engaging stories through the lens. Available portfolio of your previous works would be a plus in guid...

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    ...search of a diligent and detail-oriented individual to assist me on a part-time basis with data entry tasks mainly in the finance sector. Key Responsibilities: - Data Entry: You will be responsible for inputting and maintaining various financial data into spreadsheets and databases. - Accuracy and Attention to Detail: Ensuring the provided data is accurately entered, including cross-referencing and validation. - Data Quality: Assisting in maintaining the quality of the data and suggesting improvements where necessary. Skills and Experience: - Proficiency in Microsoft Excel is a must as this will be the primary tool used. - Previous experience in finance-related data entry is advantageous but not mandatory. - Strong attention to detail and accuracy are highly valu...

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    ...currently in the market for a part-time opportunity, specifically within the field of digital marketing. Here are a few details on what I am looking for: - Specialty: I am interested in a position mainly focused on digital marketing, requiring abilities in managing and optimizing online campaigns, SEO, and SEM. - Availability: As it is a part-time role, I'm looking to work 20 hours a week. My ideal schedule would be spread evenly over weekdays. - Field: I am keen on exploring various industries; however, my expertise lies in marketing. I am open to opportunities in various sectors, so long as the role is marketing-focused. Ideal Skills: - Proficiency in digital marketing strategies and tactics - Knowledge and experience in SEO and SEM - A strong understanding...

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    As a client, I am looking for a skilled Python developer who is proficient in using Flask for web development. My project requires: - The creation of a test cases for existing website crucial requirement is expertise in writing unit test cases for Flask applications. The developer should know how to write effective test cases to ensure that all components of the website work individually as expected. This is important for seamless user interaction and overall functionality. The ideal candidate would of course have proven experience with back-end development, particularly with Python, and preferably with Flask. Knowledge and application of best practices in web security, particularly with user authentication, is highly valuable for this project....

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    VRBO Scraper Development 6 days left
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    I need a VRBO scraper to extract property details, pricing, and availability. - The scraper should be built with Python and the output should be in CSV format. - The data points I need include property title, description, amenities, pricing, and availability. - The scraper should be able to handle multiple URLs at once. - The code should be well-structured and commented for easy maintenance. Ideal skills: - Proficiency in Python - Experience in web scraping - Understanding of VRBO website structure - Ability to handle and store data in CSV format

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    I need a web scraping professional to create a script to extract specific data from , a popular online marketplace for trading cards, please check attachement to get the idea. Key Requirements: - Scrapping: The primary task is to scrape the following information from the platform: - Card properties 1. Hero score for last 7 days 2. Hero rank for last 7 days 3. Stars 4. Rarity 5. Name 6. Quantity listed to purchase 7. Inflation data 8. Minted count - Buy prices List Price Last Price Order book (price and quantity see picture attached) - Bidding details bids book (bid and quantity see picture attached) - Twitter activity per card View Views+ Likes Likes+ Retweets Retweets+ Replies Replies+ Quotes Quotes+ Bookmarks Bookmarks+

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    ...with a strong skillset in both Python programming and data science, specifically with a focus on finance who can help complete a project within the next 7 days. Here are the key skills and qualifications I think might be required to successfully complete this project, although I am not experienced in Python so you might find this easier and possible to do well without using as much. > Python Proficiency, as it is the primary tool for this project. > Familiarity with essential Python libraries such as pandas, NumPy, (Matplotlib, Seaborn?), Scikit-learn > Data Science and Analysis: - Data Manipulation: Ability to clean, preprocess, and manipulate large datasets. Skills in visualizing and understanding data trends and patterns. - Statistical Analysis:...

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    We are in search of a skilled software integrator to help me integrate my personal deployment system with an IA/Chatgpt API. This project involves building and implementing a chatbot that's capable of: - Natural language processing: The chatbot should be able to understand and interpret human language, not just in a literal sense, but also in context. - Chatbot functionality: The chatbot should have the capacity to engage in meaningful conversations with users, along with the ability to learn and adapt over time. - Question and Answers: The chatbot should be able to provide answers to frequently asked questions and find relevant answers from PDF files content. Experience and Skills: - Strong understanding of natural language processing - Previous experience with...

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    I am seeking a part-time role in the technology industry. My primary requirement is that the position is entry-level, as I am just starting my career in this field. The ideal candidate for this job will be well-versed in technology basics, have a clear understanding of the industry, and be willing to invest in my learning and development. I am looking for a supportive work environment, where I can grow and apply my skills in a real-world setting. It would be a bonus if the job offers the opportunity for mentorship or training. This will ensure I can contribute effectively to the team and continue to develop my skills as a technology professional. Please reach out if you have a position that would be a good fit for me.

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    ...my IIS 8 server. Specifically, I'm unable to reflect image updates across the server. Key Requirements: - Troubleshoot IIS : You should be experienced with IIS and capable of identifying and resolving server-related issues. - Server Configuration: The problem may be related to server settings, so a deep understanding of IIS configuration and management is desirable. - File Management: The issue seems to be related to file update. You should have expertise in managing files on Windows servers and diagnosing related issues. - Image Handling: The problem specifically pertains to image updating. You should be well-versed in how servers handle image uploads and updates. Your task will involve: 1. Diagnosing the issue: Understand why new i...

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    I'm in need of a User-Generated Content (UGC) creator who is skilled in creating engaging short video clips and stories/reels for Instagram. Here's what I'm looking for: - Based in Indonesia - Intermediate level of expertise - Strong proficiency in the creation of short videos and Instagram reels/stories - Ability to plan, execute and deliver content consistently - Knowledge of Instagram trends locally and globally - Can Promote Digital Product Taking these into account, freelancers with a track record of creating attractive UGC, especially in the context of Instagram are welcome to bid. Previous work samples will be highly appreciated. Become a part of my project and let's elevate our Instagram presence tog...

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    Review Scraper in Python 6 days left
    VERIFIED

    I'm seeking a Python developer experienced with web scraping. This job involves setting up a Python script that can scrape a popular review site. Key details to extract: - Review text - Star rating - Date of review - Reviewer name - Star-ratings for sub-categories - Review ID - Reviewed person - Reviewed product name The site does not use captchas, so it should be reasonably straightforward. All reviews for a given provider should be scraped. It would be good to have an option to start with the newest and stop at a certain date. The specific review site can be seen in the sample URL in the attached PDF. I can send further details in a private message including screenshots. Preferred frameworks would be Beautifoulsoup 4 / Scrapy if sufficient and Selen...

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    ...would also book gigs that you can get commissions from setting up the bookings and meetings. I own a company fulltime and modelling is my part time hence the need for an manager. I have an agency but want to cover all grounds. I would require someone who is capable of: - Booking gigs - Scheduling auditions - Booking meetings - Dealing with my schedule - Negotiating best prices for us - Communicating to anyone interested to work with me I believe it's crucial to have an individual who has a strong backdrop in the model management. My ideal candidate should: - Have extensive industry connections - Be experienced in booking gigs - Understand the intricacies of dealing with casting agencies This role is for someone who can certainly navigate the fashion and ...

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    ...YOUR OR OUR TIME IF YOU DON'T WRITE MANUALLY !!! What we offer: *Writing work at the entry rate of $20/1000 words with room for growth. *Flexibility: No Skyping, no phone calls, accept projects when you have the time to complete them, take time off when you need (letting us know in advance is good practice). *Easy to work with: We reply to questions fast, will provide valuable input and feedback on every single task you complete. *We've been in the content writing and marketing business for 15 years and have worked with more than 2000 clients. As part of our team, you'll have the opportunity to learn from experienced team members on a daily basis. What we expect: *You'll be part of an International team with a base in Ser...

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    ...seeking a skilled developer to create the back-end of an auto-caption platform. Your responsibilities will include developing the caption editor, system templates, and additional necessary functionalities. Key Features: - Real-time captioning: The platform should have the capability to provide real-time captions. - Language translation: Incorporating language translation services is imperative. - Caption customization: The platform should allow users to customize captions as needed. - Workspaces for teams/agencies: The system should support collaborative workspaces, ideal for both individuals and enterprises. Ideal Skills: - Proficiency in Python, Java, and C# is a must. - Experience in developing similar platforms. - Strong understanding of back-end development. ...

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    I am seeking a Python Deep Learning developer to create a location recommendation system based on the datasets I possess. The main objective of the system is to predict the next location that a user may visit. The datasets available for this project contain timestamps. Key Responsibilities: - Develop Python code for a location recommendation system - Utilize the provided datasets to predict user's next location - Ensure the system is efficient and accurate in its recommendations Ideal Skills and Experience: - Strong proficiency in Python programming - Experience in developing recommendation systems - Understanding of working with timestamp data - Ability to analyze and leverage data for prediction - Familiarity with location-based services or recom...

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    I require a one-time data scraping project completed on m...UAE Commercial Real estate agency Qatar Commercial Real estate agency Kuwait Commercial Real estate agency Bahrain I have made a start to the spreadsheet with a template for each of the regions which can be continued to be filled in. In the Google searches, just take the first 3 pages with the main agent listings and see what agent names/ email addresses you can find. - DATA REQUIRED: The primary data needed is text content. - TIMELINE: This is a one-time task, with no ongoing scraping requirements. Skills/Experience: - Proficiency in web scraping, especially from multiple websites. - Strong ability to extract data in a structured format, with a focus on text content. - Experience in handling one-time data s...

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    I'm currently in need of an AI Engineer, specifically experienced with Python, to resolve some issues related to our RAG architecture and vector similarity search. Here's a general overview of the project: - Troubleshoot and resolve issues in the RAG architecture - Enhance the efficiency of the existing vector similarity search - Implement suitable solutions for seamless integration with other systems Ideal candidates should have: - Strong background in AI and experience with Python - Prior experience with RAG architecture and vector similarity search - Excellent problem-solving and troubleshooting skills - Good communication and ability to work in a team Your contribution will be crucial to the overall performance and functionality of ...

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