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    2,000 eigenfaces face recognition code using matlab jobs found, pricing in USD
    Urgent Fixing ! PHP web app 6 days left
    VERIFIED

    Hi we have small web application on PHP we have face issue to save or publish some data and some table shorting please bid if you can fix this quickly

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    I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly improve the model&...

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    I’m currently seeking a skilled web developer to help convert PUG code into HTML code for my ongoing project. The primary goal is to maintain the existing design format while ensuring the HTML version functions seamlessly. To accomplish this task swiftly and professionally, the ideal freelancer should: - Have a solid understanding and relevant experience of both PUG and HTML. - Be adept at maintaining the original design while converting from PUG to HTML. - Have a knack for inserting dynamic elements such as interactive forms into the converted HTML code. A demonstrated ability to pay attention to detail and deliver within a specified timeframe will be highly regarded. Additionally, a background in user-centric design could be beneficial.

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    As a developer versed with JavaScript, your mission is to break down my comprehensive project code into distinct components and push them into multiple repositories on Git. Key Tasks: • Deconstruct the overarching JavaScript codebase into its constitutive components • Create separate repositories for each of these components on Git • Implement the Gitflow workflow throughout this undertaking Ideal Skills: • Strong competence in JavaScript programming • Familiarity with code decomposition and the Gitflow workflow • Experience with creating and managing multiple repositories on Git. Your expertise in JavaScript and meticulous Git management will be instrumental to the success of this project.

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    Code repair 9 days left

    5 codes as discussed

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    I want a python script that will check the balance of my four wallets inj1.... (injective blockchain), cosmos1.... (cosmos blockchain), osmo1.... (osmo blockchain) and juno1.... (juno blockchain) every 5 seconds. And in case the INJ balance increases, ATOM. OSMO or JUNO, then the entire balance will be transferred fully automatically to another wallet inj1...., cosmos1...., osmo1.... and juno1.....

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    FEATURES /FUNCTIONALITY Web responsive and no app should be required. Site should display correctly on all mobile devices. • Use PH7 Builder, free opensource dating-site software. I will not be using all available features, but you can see the capabilities and features here: • Implement my custom Algorithm to calculate matches based on selected filters • Require Chat messaging • Modify software to allow user to record audio and send as message or leave as bio • Profile pic can only come from user camera, not gallery or pasting • Require Match alert notifications • User should be able to exclude matches based on any particular filter/option • PH7 BUILDER Software can

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

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    ...Max Campaign Square Image (1:1 ratio) Size: 1200 x 1200 pixels Quantity: 1 Format: PNG Notes: suitable for website banners. Performance Max Campaign Portrait Image (4:5 ratio) Size: 960 x 1200 pixels Quantity: 1 Format: PNG Notes: suitable for vertical website banners. Total number of graphics: 6 Visual Style: Maintain ™’s brand colors and typography to ensure consistency and brand recognition. Utilize clean, modern design elements that reflect the sophisticated nature of the software. The design should prominently feature the dashboard interface or iconography representing the various tools and functionalities offered (CRM, analytics, social media, etc.). Asset Types and Specifications: Facebook Cover Banner: The design should be visually compelling but not to...

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    powerpoint -- 2 6 days left

    Using PowerPoint or Google Slides, you are to create a presentation appropriate for use with other educators or parents. In this presentation you are to do the following: Identify each student and the issue he or she is facing. You must use the four student profiles provided below. Please DO NOT copy and paste the descriptions provided. Rather, you should explain what you feel are the core issues each face after reading the description. Identify the developmental impact of each issue. How is the issue impacting the student in the classroom? What does the teacher see that is interfering with learning? You will need to include the research that is directly related to the issues and aligned to the developmental goals for the students. For example, you might include a stat...

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    I am urgently in need of an expert in Data Build Tool and SQLite database who can efficiently develop a data pipeline. The pipeline will handle extracting all files from a specific folder location on my local drive. The goal here is to create a pipeline that can universally extract all types of files. Ideal Skills and Experience: - Proficient with Data Build Tool - Extensive knowledge of SQLite database - Prior experience with data extraction projects - Quick turnaround time - Ability to work with local storage systems This is a two-hour assignment and the steps required for the task are detailed in the document provided. Your quick assistance is highly appreciated!

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    I'm looking for a freelancer who can create a modern and minimalistic logo along with a corresponding YouTube banner. The primary objective of these designs is for brand recognition. We want our logo to not only be visually appealing, but to also be memorable and representative of our brand and what we stand for. For the logo, I'm open to different ideas and color schemes, however I'm particularly leaning towards modern and minimalistic styles. This means I want a clean and simple design that can easily be recognized and associated with my brand. The YouTube banner should complement the logo and present a consistent brand image. It's essential that the design is eye-catching and engaging, as it will be the first thing viewers see when they visit our channel...

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    Python refactor code, change logic for the investment strategy

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    ...insights âš¡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurity measures - Proposing enhanced security solutions The ideal candidate will understand Security Challenges and Privacy Concerns while using IoT in smart cities, their potential vulnerabilities, and possible solutions. Your role would also involve aiding in comparison and assessment of different cybersecurity measures. specific area of IoT: Applications of Internet of Things (IoT) , Guest_Editorial_Special_Issue_on_Empowering_the_Future_Generation_Systems_Opportunities_by_the_Co, Internet of Things (IoT) for Nex...

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    I'm in need of a talented designer to create bold and eye-catching graphics for the back of our brand's T-shirts. Your objective will be to elevate our brand recognition with your unique designs. Your creative juices will be key, paired with some important specifics: - Theme of Design: Brand promotion. Your designs will serve as a powerful marketing tool for our brand, so they have to be compelling, engaging and able to pique public interest. - Style Requirements: Bold and Graphic. Simplistic or dull won't cut it. We're after a striking design that is still comprehensible at a glance. Be creative, be bold, but keep our brand identity in mind. - Color Guidelines: We have a specific color palette tied to our brand and you'll need to incorporate those into y...

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    I have an existing small carport enclosure that needs to be brought up to code standards. It is currently made of wood and I would like to include windows as part of the design. Key Requirements: - The carport enclosure needs to be assessed and re-designed if necessary, ensuring it meets all relevant building codes. - Windows need to be incorporated into the design without compromising the structural integrity. - The use of wood as the primary material will need to be considered and any necessary adjustments proposed to ensure it's compliance with the code. - The enclosure must maintain its functionality as a carport while meeting all code requirements. I'm looking for a professional who has experience in architecture and compliance with building codes, wit...

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    I need an Excel expert to build a tool that can automatically validate and correct any incorrect country codes in the file. Requirements: - Replace incorrect country codes: The tool should replace the incorrect country codes with the correct ones. - Predefined list: The correct country codes should be determined based on a predefined list. - Daily updates: The tool should be able to handle daily updates. Ideal Skills and Experience: - Advanced Excel skills: You should have a deep understanding of Excel functions and VBA programming. - Data validation: Experience with data validation and manipulation in Excel. - Attention to detail: It's crucial that the tool is accurate in identifying and correcting country codes. - Timely updates: Experience in creating tools that can handle dai...

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    ...transition. Project Details: Business Name: BWC Senior Living Placement Colors: Black, Yellow, and White, reflecting a classic and sophisticated look. Design Elements: Bumble bee We’d like to incorporate a bumble bee into the logo. This is part of our marketing campaign to create a "buzz" about our services. Additionally, we're tying this in with a Cheerios cereal giveaway, capitalizing on its recognition and nostalgia among baby boomers. Font Style: The logo should feature a thick, bold font. Possible font inspirations include Choplin, Yoshida, Gelica, Cooper BT, or Futura. We are open to the use of lowercase letters for "bwc" and "because we care," while keeping "Senior Living Placement" in uppercase. Also, adding a drop or...

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    I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspects of the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deli...

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    ...seeking a proficient freelancer to model a battery energy storage system using MATLAB/Simulink. The system is intended to serve as a backup power supply for a large industrial facility. Key Project Details: - Intended Use: The primary function of the battery energy storage system is to serve as a reliable backup power source. - Scale: I'm looking for a model that's specifically tailored for a large industrial facility. This involves understanding the energy consumption patterns of such an environment and designing a system that adequately meets the facility's energy needs during power outages. - Software Preference: Due to the complexity of the project, the ideal candidate should have a strong background in MATLAB/Simulink. This tool is essential f...

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    Hey, I'm looking for a virtual assistant who is fast and efficient, to help me be more productive. Specifically you will help me with content creation and translation of a website. In order for me to select the best person, here is my tiny hiring process: - Sign up at (this is the tool I'm using for my website) - Create a new website (the content can be totally random) - At the end of the website, add an FAQ section in "Classical" style and add two questions and their responses: "How much do I charge per hour", "A fun fact about me". Answer the questions with your real personal answers - Publish the website and share it with me when you apply for the project This should take you 5-10m max depending on how quickly you understand how to u...

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    Someone to deliver me a phone to my physically meeting face to face

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    ... freezer or pantry based on the information obtained from the barcodes. 3. Estimating Expiration Dates: - Application is to estimate expiration dates of food items based on the day they were bought as well as correlating with the expiry dates of similar items previously scanned. Ideal freelancer should have comprehensive knowledge in AI, mobile application development, and barcode recognition technology. Knowledge of food safety standards for estimating food expiry would be beneficial. Ensure your bid includes your experience in these areas. Looking forward to a fruitful collaboration. For now we don't need an actual app as we will be requesting that later, we will need an algorithm that can then be translated and transported inside an app. The important thing ...

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    As the developer of an ex...currently facing a challenge. A logical error in the code is causing a bug, and I need an expert to fix it. High-level summary of the code- 1. Fetch records from SQL server ( total 680000 records) 2. Apply face recognition on each record 3. Insert the response from step 2 in MongoDB along with other data from the SQL server Issue- The existing code is currently doing steps 1 & 2 and performing step 3 at last when face recognition is applied on all records. Due to this it step 3 is waiting to complete the step 1 & 2. Expectation- After fetching each record from SQL server, the code should apply face recognition and then store the data in MongoDB immediately. I will share my screen t...

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    I'm looking for an expert in Olsen cycle modeling to help me with detailed process simulation in MATLAB. Key Requirements: - Proficiency in MATLAB: You must be highly skilled in using MATLAB for complex simulations and data analysis. - Olsen Cycle Knowledge: A solid understanding of the Olsen cycle and experience in simulating it is essential. - Detailed Simulation: You should be able to conduct a thorough and detailed simulation of the Olsen cycle, ensuring accuracy and reliability in the results. Your role will primarily involve: - Designing and executing a detailed process simulation of the Olsen cycle in MATLAB. - Ensuring the simulation covers all essential aspects of the cycle and delivers accurate results. - Collaborating with me to interp...

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    Trophy icon Vintage Logo Design 2 days left

    I'm looking for a skilled and creative designer who can craft a vintage style logo for my brand. The purpose of this logo is primarily for brand recognition and it will be used in both online and print mediums. Key Requirements: - The logo should have a vintage aesthetic, incorporating a blend of old-school charm with a contemporary twist. - It must be unique and memorable, instantly resonating with our target audience. - The design should be versatile enough to work well in both digital and print formats, maintaining its impact. Ideal Skills and Experience: - Proven track record in creating vintage-style logos, with a strong portfolio showcasing your range and creativity. - Understanding of branding and the ability to create designs that embody the essence of a brand. - Prof...

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    I'm urgently seeking a skilled developer to set up a Helios 2 Lidar camera for detecting human figures and calculating distances up to 10 meters. Key Requirements: - Proficiency in setting up and customizing Helios 2 Lidar camera - Mastery of object detection, specifically human figures. - Capable of implementing short-range distance calculation (up to 10 meters) The project demands someone who has a strong understanding of Lider camera configurations, and advanced skills in object detection and distance measurement methodologies. Your competence in creating systems to accurately detect human figures and calculate short-range distances will be the driving forces behind the success of this project.

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    I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

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    I'm looking for a computer v...The program should be able to accurately recognize the handwritten text. - The primary source of the images will be scanned documents, so the program should be able to work with this type of image source seamlessly. - Since the texts are in French, a good understanding of the French language will be a huge plus. Ideal skills and experience: - Proven experience in computer vision and text recognition with a strong portfolio of prior projects. - Specific experience in recognizing handwritten text is a must. - Proficiency in French language would be a significant advantage. - Experience working with scanned documents as the primary image source is highly desired. If you have the right expertise and experience in these areas, I would love to see...

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    ...experience in modern, sleek logo design to help revamp my current logo to improve my brand identity. It should be state of the art (I think gradients are not used in logos anymore). Key aspects of the project include: - Emphasizing on abstract geometric shapes to create a unique, contemporary look. - Ensuring the design stays modern, yet displays a strong, clear identity - Prioritizing brand recognition and impact in the final design Ideal candidates would be those with a strong portfolio in modern logo design and brand identity development. A deep understanding of current trends, especially in the IT sector will be greatly valued. Excellent knowledge of color theory and the psychological connotations of shapes is also crucial. I attach an anonymized business card with my old ...

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    ...commission, totalling $1,800. 2BR - $20,000: Receive 15% commission, totalling $3,000. 3BR - $25,000: Receive 18% commission, totalling $4,500. Performance Incentives: Quarterly Excellence Bonus: Surpass a quarterly threshold of 10 new properties to earn an additional $1,000. Annual Achievement Award: Exceed an annual goal of 40 properties and receive a prestigious $5,000 bonus. Special Recognition for Key Contributions: 20 Property Acquisition Bonus: Introduce 20 exceptional properties into our esteemed portfolio within a year and secure a special $2,000 reward. Elite Property Bonus: Successfully contract properties in sought-after locations or those with premium amenities to receive an extra $500 per property. Compensation Scenarios exclusing your $500p/m retaine...

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    I'm in need of a custom Python parser using the pylatexenc library. It should mainly feature: - Special Feature Parsing: This parser must be able to parse through figures, tables, and equations specifically, while remaining in original LaTeX format. - Format Conversion: convert to simple text The ideal candidate for this project will have proven Python skills, familiarity with the pylatexenc library, and knowledge of LaTeX. They should also have experience with custom parser creation, and be familiar with converting LaTeX into other formats. Note: extensive testing on sample latex projects needs to be conducted to make sure its generalizability.

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    I'm looking for a skilled PHP developer to create a code editor plugin. The plugin should replicate the functionality of the Shopify code editor, offering Syntax Highlighting, Auto Complete, Error Detection, and supporting both HTML/CSS and PHP languages (PHP support is optional). The plugin is intended to be a standalone component, not embedded or replacing any existing editor. the editor should include a file search (to search through templates) - similar to shopify but as well as searching filenems it shoudl also search in contents The editor shoudl work with a master theme/child theme style system such that when a template is modified its auto-copied to the child theme Key requirements: - Develop a code editor plugin similar to Shopify's - Implement Sy...

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    ...interested in a proficient developer with experience in Android app development using Kotlin and familiarity with implementing passwordless login and FIDO2 authentication. I want a state-of-the-art Android app designed and built that uses FIDO2 registration and authentication against a Node.js backend with a MongoDB server. The successful freelancer should ideally possess the following skills and experience: - Profound understanding of Kotlin and Android app development - Previous experience with FIDO2 registration - Good grip on Node.js backend and MongoDB server - Familiar with implementing passwordless login Features to be included: - FIDO2 registration and passwordless login - Fingerprint recognition and Facial recognition capabilities in the authentication ...

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    ...skills. - Familiarity with the corporate law, registration, and incorporation sector. - Ability to deliver well-structured and error-free content on time. - Strong grasp of English language and grammar. The ideal candidate has an extensive background in writing about the following: - Incorporation of Sole Proprietorship, Partnership, and Company Startups - Registration of GST, MSME, DPIIT Recognition - Annual Compliance MGT 7, MGT 14 submission - Additional Services such as ISO Certification, Insurance, HR and Accounting Software Quantity: 45 - 50 pages Deliverables: 1. Unique Human-made content - ensure it and strictly avoid A. I content and plagiarism 2. FAQ's 3. Keywords While the site will feature a variety of content, key areas will include product descriptions, b...

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    In need of an expertly crafted combination logo for my business operating in the Fragrance industry. I seek a design that adeptly incorporates both the business name and a symbol. The final product should be thoughtfully balanced to elicit both brand recognition and creative intrigue. Key Deliverables: - Articulate display of the business name - Uniquely designed symbol that encapsulates the essence of our fragrance brand - A harmonious marriage of the two elements in a combination style logo Ideal Skills and Expert Experience: - Strong background in logo and graphic design - Knowledge of or experience in the fragrance/beauty industry - Exceptional ability to translate concepts into visually compelling images - Proficiency with designer tools like Adobe Photoshop or Illustrator...

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    ...to your online portfolio showing your range and style. Details of any similar projects you have worked on, especially in educational publishing. Your availability and estimated turnaround time for a project of this size. What We Offer: The opportunity to contribute to an educational project that will impact young learners. Competitive compensation, reflecting experience and delivery quality. Recognition as the illustrator in the published workbook. We are excited to review your applications and explore how your artistic talents can help bring this educational workbook to life!...

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    ...is to facilitate adults who are seeking information about dental procedures. This AR project will be built using Blender and Unity. Key Features: - Real-time facial recognition for dental analysis: Utilizing AR Technology, the app needs to have a feature where users can scan their faces for an instant dental analysis. - Physical trigger: The AR experience should be initiated by scanning a physical dental care brochure. This integration should be seamless and user-friendly. Ideal Candidate: I am looking for a skilled AR developer with proven experience in using Blender and Unity, specifically in healthcare or dental projects. Familiarity with implementing real-time facial recognition is crucial. The end product should be informative, user-friendly, and ...

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    I am seeki...project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech recognit...

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    ...Python 3 code for our JFrog Artifactory setup. It currently handles the basic tasks of downloading, uploading, and moving our libraries, but unfortunately, it leaves quite a bit to be desired in swift performance, overall stability, and error handling. Here's what I am ideally anticipating: - Speed up Performance: We need our code to execute operations at a faster clip. - Enhance Stability: The code needs to run reliably without crashing or running into instability issues. - Improved Error Handling: The implementation of stronger, more effective error handling is a must to solve unexpected incidents. Your proficiency in Python, especially Python 3, is crucial, and prior experience in tweaking JFrog Artifactory is going to be billed as a huge plus. Your...

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    Details are provided in the attached files. Please read them all!

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    I'm in need of a talented graphic designer who specializes in Manga style illustrations. The project involves creating a comic book with a simple, straightforward storyline. Key Requirements: - Proficient in Manga illustration: You should have a portfolio that showcases your expertise in this style. - Strong coloring skills: The comic book will be in ...visually appealing. I'm looking for a freelancer who can take my storyline and create a compelling, easy-to-follow comic book that's visually stunning. Experience in creating similar projects or a strong manga illustration portfolio is a must. Your ability to bring a story to life with your illustrations will be a significant factor in my hiring decision. I want a baby character with a joker face painting on.

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    ...send me your sample work.*** I'm looking for a skilled lighting designer to work on a small residential apartment complex and car park. The project requires an understanding of Australian standards for lighting. Key Responsibilities: - Design lighting for common areas - Individual apartment lighting - Car park lighting *All lighting to comply with Australian Standards. *Project must be designed using AGi32 or DiaLux software Skills and Experience: - Proficiency in lighting design - Knowledge of Australian standards - Should be able to use AGi32 or DiaLux Software Note: Scope of work is attached along with some Sample drawings. Deliverables: 1. Dwg & pdf drawings with lighting fixture layout along with lux levels noted on them. 2. Lighting legend & schedule 3. Eme...

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    I'm in need of a professional logo designer who can create a bright and bold symbolic logo for my brand. The main goal of the logo is to enhance brand recognition. Key Requirements: - Create a symbolic logo: The logo should ideally be a combination of a graphic symbol, icon, or emblem that is visually striking. - Implement a bright and bold color scheme: Bright and bold colors are preferred to make the logo stand out and be memorable. Your expertise in creating eye-catching and memorable logos is crucial. Please share your past work and a brief explanation of your design process when applying. Apply and I will send you the logo details

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    Hi, I have a completed MATLAB project that was done using functions that should not be used. Can you review it and rewrite it using the functions that I will provide you?

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    I'm seeking a skilled FPGA developer to construct an intermediate-level chessAI project. The AI is expected to run real-time on a Spartan-7 FPGA board, using Vivado and Vitis. Key Project Details: - **Real-time Performance:** The AI should be optimised for real-time operation on the FPGA board. - **Intermediate Complexity:** The chessAI should be capable of intermediate-level game play, providing engaging and challenging performance. - **FPGA Model:** The project is designed for a Spartan-7 FPGA board, hence prior experience with this model is preferable. Key Skill Requirements: - Proficiency in FPGA development, particularly with Vivado and Vitis. - Prior experience in designing chessAI or comparable AI projects. - Expertise in optimising AI models for real-time FPGA impleme...

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    Someone to deliver me a phone to my physically meeting face to face

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    Looking for a skilled freelancer who can develop a simple process of click few buttons and select input file to extract numeric digits from JPEG images hosted on a cloud server using the Google Vision API with their TEXT_DETECTION. More detail information from google on text extraction on remote image: The task involves extracting numeric digits using Google's TEXT_DETECTION feature from JPEG images hosted on a cloud server.: - Image URLs are provided in an Excel file (sample attached), with over 200 URLs. - The extracted numeric digits need to be added to the same Excel file in columns next to each corresponding image URL. We require only the digits with a length between 4 to 8 digits. Other text information is not

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    I am looking for an expert who can Photoshop a picture of one of my best friends to resemble a realistic Black Panther. Key features that must be incorporated into the edited picture: - Sleek black fur - Claws on feet (you can make them paws) - Intense glowing cat eyes (keep them the same color as her human eyes, which are blue) - Catlike face that has fur - Panther ears and tail Ideal candidates should have: - Superior Photoshop skills - A keen eye for detail to ensure realistic representation - Experience in photo manipulation involving animal features. Your creativity will play a crucial role in transforming a human into a humanoid Black Panther, whilst maintain a realistic appearance. Show me what you can do! Attached is the picture to use.

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    I'm seeking a Python expert with a focus on code generation. Key Skills and Experience: - Extensive experience in Python - Automation and code generation expertise - Demonstrable background in improving code quality - Ability to streamline repetitive tasks - Strong understanding of enhancing productivity through coding Please provide examples of your past work and demonstrate your experience in code generation.

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