Image retrieval questions jobs

I need a professional with strong skills in image modification to alter an existing image for me. Here are the details: - Presently, the image is in a 3/4 side view, but I want to change it to a direct side view. - The adjustment in angle should be less than 45 degrees. - No background or object removal, or image retouching is required; Just the angle change. Steps are: 1. The base picture is image # 1 2. The section i need recreated is highlighted in image # 2 3. Once this image angle is changed you can insert it in image # 4 4. Image # 4 shows how it should look

We require a professional logo that will serve as the identity of our brand to include our business name: Tan Yo...that we do not have specific colours in mind for the logo. Feel free to suggest a color scheme that aligns with a professional image. - The design should be versatile and adaptable for use across different mediums, such as print, digital, and social media. Ideal Skills and Experience: - Experience in designing logos for brand identity. - Understanding of colour psychology and its application in creating professional and trustworthy visuals. - Proficiency in creating versatile logo designs that can be used across various platforms. - Ability to understand and incorporate the needs and values of a professional brand in the logo design without a lot of questions...

I need a master of Photoshop to expertly remove an object that is centrally placed in my photo. The object to be removed is distinctly separate, none of the elements in the image overlap or intertwine with it. The ideal freelancer for this project should possess: - Exceptional Photoshop skills, particularly in object removal - Keen eye for detail to maintain the integrity of the remaining elements - Experience in image manipulation and restoration projects. Your goal is to make the final image look as natural as possible, as if the object was never there to begin with. Efficiency and promptness is appreciated.

...assist me in deploying Locally Hosted Language Model (LLM) applications. Here are the details: - **Operating System**: The deployment is hybrid, so familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) w...

...the following: -Tidiness of shelves, package quality, time to find product and etc. -3-4 samples per a product to be assessed. eg. Product is water: 4 of these will need to be assessed. -Consumer will assess 31 samples per a product in total. -No purchases required -Products include water, plant based and diary. -All data will be captured via an App thus good quality photos are needed. --Answer questions related to the product via the APP. -Full training provided. This data is critical to enhancing the product packaging for this brand, and your work will be instrumental in this process. Ideal Freelancer: - Resident in Berlin, Hamburg, Karlshue, or Stuttgart - Detail-oriented and reliable - Replies to emails promptly - Excellent communication -Tech Savvy -Flexibility with time ...

I'm preparing for the Azure AI 102 exam and specifically looking for help with the Natural Language Processing section. I need a comprehensive set of practice questions and answers specifically tailored to this area. Key Requirements: - Development of practice questions and answers: These should cover a broad range of topics within Natural Language Processing, aligning well with the exam's requirements. I need help in some questions and answers with right explanations

I'm looking for a skilled professional who can successfully convert 2D images to 3D. The specifics are: - The images I provide will be in JPEG format. - The 3D conversion should be in STL format. - The final 3D result will be used for designing human images. Ideally, you should have proficient knowledge and solid experience in 3D modeling and image processing. A good hand in tools like 3D Studio Max, Blender or similar is needed. Experience in designing human figures in 3D is a massive plus.

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 implemented, which calculates the ge...

...for someone who can help craft UPSC civil services (CSE) mains exam questions for a coaching institution. Here are the details: - The questions should cover various subjects, with a primary focus on Science and Technology, Internal Security, and Indian Society. - The level of difficulty for these questions should be medium, striking a balance between challenging and accessible. - The end goal is to use these questions for mock exams, so they should be suitable for this purpose. Ideal candidates for this job would have experience with question framing, particularly in the context of competitive exams like the UPSC. I'm looking for someone who can provide a good mix of comprehension, analytical, and application-based questions, consistent with th...

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.

...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. For this, the image registration algorithm will be implemented, w...

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.

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) https://developers....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

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 c...logo to be in the dirt by his feet like if he was drawing it with his feet. I wouldnt like this to be a square border i would like a creative boarder. The front of the shirt i would like my logo in a smoky look or a simliar design to the rear part, get creative and let you mind flow. Please feel free to bring your finese and artistic creations to the table. Please dont hesistate to ask me any questions. I have other ideas ready to go. Thank you very much for your time a...

We are seeking an experienced Flutter developer to integrate 's video and call streaming services along with Firebase database into our existing Flutter application. The primary tasks include implementing 's features for seamless video streaming and call functionality, as well as utilizing Firebase database for efficient data storage and retrieval. The ideal candidate should have prior experience with SDK and Firebase integration. Additionally, the developer will be responsible for updating the app to meet the requirements for submission to both Apple Store and Android Store. If you have the necessary skills and expertise in Flutter development, we'd love to hear from you.

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 that can effici...

I'm looking to hire someone to design our food packaging bags. Specifically I need more than 10 packing designs for different food products. I'm open to suggestions from the professional I hire and will be guided by their expertise. Please let me know if you have any questions or suggestions for this project.

...of 120mg? A) 3 tabs B) 2 tabs C) 4 tabs D) 5 tabs ANSWER: A Sulphasalazine tablets 500mg are on hand. The dosage required is 2g. How many tablets are required? A) 3 tabs B) 2 tabs C) 4 tabs D) 5 tabs ANSWER: C So can you create options like a teacher, you don't need to know a lot about the topics. If you are wondering, It is nursing mcq (multiple choice questions). I have the questions and answers ready in a pdf. The first 428 questions are ready. Once the Question and Answer pdf is given, In the format mentioned above, just add another 3 options in Google sheet, and write the answer in Aiken formatting. Note: The question should be in one line (cell). After Each "ANSWER: X" is marked, the next line/row will be blank. Can you do a sample for the...

I'm in need of a skilled developer who can work with Apache Superset, particularly in relation to MSSQL data. The project involves creating a range of data v...moderately complex data into clear and engaging visual formats. - Ability to change the superset logo and bypass the auth - Customization: Customize and extend the capabilities of Apache Superset by developing custom visualizations, plugins, and filters. - Performance Optimization: Optimize the performance of Superset dashboards and underlying queries to ensure quick load times and efficient data retrieval. - Data Quality: Ensure data quality and consistency in all visualizations and reports. - Training and Support: Provide training and support to end-users to help them effectively utilize Apache Superset for their data ...

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

I'm in need of a skilled SEO professional to help me improve my website's visibility and search engine rankings. Your main goals will be to increase organic traffic and ultimately increase leads/sales. Key Tasks: - Conduct an SEO audit to identify current gaps in the website's SEO - Implement on-page and off-page SEO strategies - Monitor and report on performa...off-page SEO strategies - Monitor and report on performance and any improvements Ideal Skills: - Proven experience in SEO optimization with tangible results - Knowledge of the latest SEO trends and best practices - Familiarity with tools like Google Analytics, SEMrush, and Moz - Great analytical skills to interpret data and adjust strategies accordingly Feel free to reach out if you have any questions...

I'm searching for a skilled Agile Scrum Master to lead a team of very experienced team members in an effort to improve overall productivity. Key Responsibilities: - Utilize Agile methodologies to enhance team performance - Facilitate daily stand-ups, sprint planning, and retrospectives - Collaborate closely with Product Owners to ensure priorities are cle...hindering team progress - Provide regular updates to me via phone calls The ideal candidate should have: - A proven track record of implementing Agile methodologies - Excellent communication skills, particularly over the phone - Ability to lead a team of very familiar Agile practitioners - Strong conflict resolution skills - Familiarity with Scrum practices Please do not hesitate to ask any questions if you need further...

I'm looking for a capable content writer who specializes in educational materials, specifically in physics and biology, for high school and 12th-grade students. Tasks will involve: - Writing comprehensive articles. - Creating problem-solving content for each topic. Each teaching aid will include 10-20 questions. Ideal applicants should have: - A strong grasp of high school level biology and physics. - Previous experience with educational content creation. - An ability to write in an engaging and understandable manner for high school students.

Attached is a file explaining the project. I am looking for a freelancer 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 qualific...and Analysis: - Data Manipulation: Ability to clean, preprocess, and manipulate large datasets. Skills in visualizing and understanding data trends and patterns. - Statistical Analysis: Knowledge of statistical methods to justify model choices and data interpretation. > Finance Knowledge: - Finance Data Science: Understanding of financial datasets, financial models, and common finance-related questions or problems. - Quantitative Analysis: Ability to apply quantitative methods to finance data for insights and...

...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 developing chatbots - Familiarity with sentiment analysis - Ability to create personalized recommendations for users - Skilled in extracting and understanding content from PDF files - Strong problem-solving skills and attention ...

...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 image uploa...

We have print data for packaging but in the wrong format. It's a PDF and all single elements needed to create the new print data are delivered. We need someone who can build this 1:1 If there are questions - just let us know.

...NO UNDETECTABLE AI AS WE STILL SEE - DON'T WASTE 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 Internation...

...the collation/assembly into the required format. An example of the required spreadsheet format is available – however it is simply 3 columns – the quotation, author, and source. We are open to proposals for the entire project, or an hourly rate which would be based on a short (2-4 hour trial). Please note that Bible quotations are excluded from this project. We are happy to answer relevant questions for clarification. Ideal Skills and Experience: - Strong research skills. - Familiarity with English literature and quotations. - Proficiency in working with Excel and organizing data effectively....

I have two images of vans, I want to add my logo to both vans on the side of each van and put both vans on one image (adjust the brightness so it looks like they are on same location. And then put them both on a background of a British street location.

I have a set of images with barcodes on them and I need specialized enhancements. Primarily, I'm seeking a freelancer with advanced image processing capabilities to make my barcodes highly readable. Specific Requirements: - Adjust the brightness of images to improve readability. - Enhance the colors for clarity. - Remove any background noise which may be obstructing the view of the barcodes. The ultimate goal is to make it easier to read the actual numbers under each barcode. As timing is imperative, I require this project to be completed ASAP. Ideal Skills & Experience: - Proficiency in Image Processing and Enhancement - Experience with Barcode Recognition - Excellent Speed and Efficiency.

I'm looking for a skilled artist who can create a replica of an existing image in a cartoonish style. The replication should closely resemble the original but with altered proportions or details. This new image will be used for digital purposes, such as on websites and social media. Key Requirements: - Replicate an existing image in a cartoonish style - Maintain a close copy of the original with altered elements - Ensure the final output is suitable for digital use Ideal Skills and Experience: - Proficient in digital art and illustration - Strong understanding of proportions, details, and shapes - Experience in creating cartoonish art - Ability to replicate existing images while adding a unique touch - Understanding of digital use and design principles Please p...

I am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience in these...

Hello my brother! I hope you and your family are doing great! I have a project for you! See doc - and let let me know if you have any questions.

...Potentially provide suggestions on storage solutions for the generated power. Ideal skills and experience for this job include: - Proven experience in designing high-power dynamo/alternators or similar energy generation devices. - Knowledge of both electrical and mechanical engineering principles. - Familiarity with designing for bicycles or other sporting equipment would be a plus. Interview questions below are mandatory: Q1: If current dynamos range between 3W to 7W, but alternators can go up to 100W. Can you make use of existing technology to capture up to a 100W from biking? (For instance using more then one dynamo or alternator or combining both) If yes, how? Q2: Can you create a hybrid system (an in between-system that can be mid-range between producing the low watts of ...

I'm looking for a 5-6 page research paper focusing on image and video biometrics, specifically face, fingerprint, and iris recognition. The paper should explore the theoretical aspects of these biometric methods in the context of access control systems. The ideal candidate for this project should have: - Proficiency in biometrics, particularly face, fingerprint, and iris recognition - Strong research and analytical skills to perform a detailed theoretical analysis - Understanding of access control systems and their relation to biometrics - Excellent academic writing abilities to present the findings clearly and coherently The research paper should not only explain the underlying principles of these biometric methods but also delve into how they are utilized in access control ...

I'm in need of a membership portal th...Key Requirements: - Data Display User profiles should be displayed in a detailed view Membership Levels Management I need the portal to support automatic upgrade/downgrade of membership levels Analytics: The membership portal should include analytics tracking to monitor membership trends and engagement. Ideal Skills: Proficiency in backend development Experience with data storage and retrieval - UX/UI Design skills for sophisticated data display - Knowledge of membership management systems - Understanding of analytics implementation in web applications Your involvement in this project would contribute significantly to my business's efficiency in managing and understanding member data. Expertise needed in Express js, ec2,...

...or Vendor Central accounts • Uploading new content the team provides on to seller central or vendor central of the client account • Doing regular checks on our Amazon Seller Central accounts for any policy violations or account health warnings • Doing regular audits to our product listings to ensure proper operations • Inventory Forecast and Review Management • Communicate with clients (e.g. questions about shipping, content revisions, etc.) • Staying informed with Amazon’s best practices, new trends and technologies, and platform updates • Inspecting landing pages, product information and all other listings to check if they conform to your checklist Preferred skills • Minimum 3+ years of experience working as an Amazon Account Manag...

I have an iOS app ready to go and an active Apple Developer account. I've managed to set up the app's metadata and assets for the App Store. However, I need someone to assist me with the final step of actually p...actually publishing the app. Ideal skills and experience: - Experience with publishing iOS apps to the App Store - Knowledge of Xcode and the iOS development process - Proficiency in managing and navigating the Apple Developer account interface - Ability to troubleshoot and resolve any publishing issues that may arise - Excellent communication skills to guide me through the process and answer any questions I may have This project is quite straightforward as most of the work has already been done. I just need someone to take the reins and ensure the app gets pub...

I'm looking for an Android Developer with experience in debugging and fixing issues with fragments in Android apps. Specifically, I'm encountering a problem where one of my fragments is causing the app to crash. Key Project Details: - The problematic fragment is failing to display correctly, leading to an app crash. The fragment is crucial for data retrieval from a database. - The data being retrieved is user profiles, which may be where the issue lies. Your Responsibilities: - Identify and resolve the issue causing the crash. - Ensure the fragment correctly displays user profiles retrieved from the database. Ideal Candidate: - Proven experience in Android app development, especially with fragments and database interaction. - Strong debugging skills to identify the sour...

...set of lessons to follow. Ideal candidates for this project would have: * Proficiency in video creation and editing * An understanding of art and conveying it through lessons * Experience crafting effective marketing reels for a similar audience * Ability to communicate well and teach the artist basics of recording and editing own videos I attach a sample of works. Please feel free to ask any questions. As this is a trial project, it is on limited budget....

...pads for 2-5-year-olds. Our product is thriving in China, and we're now targeting the U.S. market. Now, we need a talent to take on game card designing. I will send you a video and some materials about our product. The page size is only:244mm*152.5mm DPI: 300 Please let us know if you are interested in this project. We're excited about the potential collaboration. Don’t hesitate to ask any questions....

Vanakkam Editing Enthusiastic, I hope this message finds you well. I'm reaching out because I'm in search of a talented YouTube editor based in Bangalore for a Tamil cooking channel who knows Tamil language both read and write. Here's a brief overview of what I'm looking for: Experienc...I'm looking for: Experience in editing cooking videos, particularly Tamil cuisine. Proficiency in latest video editing software and AI tools. Ability to add subtitles in both Tamil and English. Creativity in enhancing video quality and engagement. If this opportunity interests you, I'd love to discuss further details, including compensation and workflow. Feel free to reach out if you have any questions or if you'd like to see samples of our content. Looking f...

I'm in ...Requirements: - **Data Display**: User profiles should be displayed in a detailed view. - **Membership Levels Management**: I need the portal to support automatic upgrade/downgrade of membership levels. - **Analytics**: The membership portal should include analytics tracking to monitor membership trends and engagement. Ideal Skills: - Proficiency in backend development - Experience with data storage and retrieval - UX/UI Design skills for sophisticated data display - Knowledge of membership management systems - Understanding of analytics implementation in web applications Your involvement in this project would contribute significantly to my business's efficiency in managing and understanding member data. Looking forward to receiving your bids. Express js, ec2,...

*PLEASE READ THE GOOGLE DOCK BELOW CAREFULLY AND CONTACT US FIRST IF YOU HAVE QUESTIONS* Details of our current project STACK can be seen here -> PRIORITY IS TO HAVE A DEVELOPER ON OUR TEAM (LONG TERM) THAT CAN FOR NOW ALSO WORK WEEKENDS AS WE HAVE SEVERAL EMERGENCIES TO FINISH URGENTLY. We will start with 5-10 small task in and then go to some smaller .NET tasks all with 1 day sprints for you to become familiar with the software and then our main goal will be to integrate another B2B API for our MVNO. Initially we need part of the hours to be worked in the first weeks from 8:00PM- 2:00am UTC -3 (Brazil Time) later you can work on your time zone. If you are awarded the task we expect you to accept IMMEDIATELY and if the project is not accepted immediatly we

I'm seeking an energetic and engaging actor who can boldly approach people on the street and ask them trivia questions centered around pop culture. - The right candidate would ideally have a background in an interactive and spontaneous form of entertainment such as improv or stand-up comedy. - This job requires a friendly and approachable demeanor to establish quick rapport and get people to participate on camera. - The goal of this project is to create humorous responses from the public - so, a great sense of humor and quick wit would be beneficial. - Additionally, some knowledge of pop culture would be advantageous in facilitating engaging and entertaining exchanges.

I need an experienced developer to fix current issues with my ansible code. Facing two primary challenges: 1. Connectivity issues: My ansible code fails to establish a steady connection during its runtime. 2. CMDB Retrieval Issue: There's a problem retrieving data from the Configuration Management Database (CMDB). The data is being accessed directly from the CMDB rather than through any API. Ideal Skills - In-depth understanding of ansible code - Experience with CMDB - Knowledge in data retrieval procedures Please note there are no specific authentication or permissions involved. All the data access is being done using direct file access. Your task would be to streamline this process and solve the prevailing issues.

I'm looking for a freelance web designer/developer to create a visually appealing landing page for my project. The landing page should be minimalistic, with a single large image as the focal point. Ideal skills and experience for this job include: - Proficiency in web design and development with a keen eye for aesthetics. - Experience in creating landing pages that convert.

...impactful visual content to make changes to an existing electronic survey I have in Survey Monkey. Here is some insight into the specific tasks you'll be undertaking: - Update and enhance the current survey: This involves infusing fresh content by updating existing questions, introducing new questions, and replacing the current graphics. - Create an entirely new survey: This will include a mix of existing and new questions, along with logos and product images. The goal of this survey will be to gather customer feedback, so creating questions that retrieve valuable customer insights will be essential. - Build a survey flow and link answers for follow up automated EDMS and other forms of communication. - Survey results will then collate into an existi...

I have a PDF file that needs its background changed. I'm looking for a professional who can assist with this task. Your responsibilities would include: - Changing 4 pages the background of a PDF file to a specific color (color to be advised) - Selecting a suitable color to enhance readability and aesthetic appeal It would be helpful if you have: - Expertise in PDF editing - A good unders...responsibilities would include: - Changing 4 pages the background of a PDF file to a specific color (color to be advised) - Selecting a suitable color to enhance readability and aesthetic appeal It would be helpful if you have: - Expertise in PDF editing - A good understanding of color theory and design - The ability to provide guidance on color selection Please let me know if you have any ...