Image classification using deep learningεργασίες

**NO OR LIMITED EXPERIENCE IS OK - FEEL FREE TO APPLY. DO NOT USE GENERIC BID TEXT (NO COPY PASTING)*** Role is perfect for motivated and learning individuals who are eager for feedback and want to grow skills. Duration is 30 days internship. Those who surpass expectations will receive a serious offer to stay on team with better compensation. Sample tasks and responsibilities include, and are NOT limited to: 1. Research key topics or areas of interest and presenting options for the next steps. -> googling 2. Executing next steps and promptly executing action items from discussions. -> take instructions and act fast 3. Propose options from research as requested -> more googling 4. Be able to advise proactively on details including step by step documents where needed...

I'm seeking a skilled professional well-versed in MAXQDA software and data analysis to assist with my upcoming project. The work will involve the analysis of multiple sets of data - primarily surveys, interviews, and focus groups. Key tasks involved: • Coding data sets on MAXQDA • Analyzing coded data • Delivering insightful interpretations of results The job will involve approximately 40 surveys, 12 interviews, and 2 focus groups. It's therefore crucial that the successful individual or team is able to perform this task efficiently, maintaining high-quality data analysis throughout. Having previous experience in a similar job, and professional knowledge of Windows operating system, is highly desirable. Therefore, this job is best suited for someone with a ...

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.

As a music lover primed to release my pop tracks, I'm seeking an audio engineer with a keen ear and deep understanding of sound design. My project requires: - Experience with pop music production - Ability to mix and master 1 to 3 tracks - A creative touch to enhance the sound quality Listening to the music and grasping its essence will be a praxis for this task. Your role will be pivotal in creating a standout sound that remains true to my vision, while maintaining the highest audio fidelity. Let’s make some pop anthems together!

...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 in a situation where I need assistance in creating an XML file and validating it with an XSD file. I am trying to work with and XSD files but hitting...transaction data. This specific data will be gathered from a database, making database management skills essential for this project. Key things I require guidance on include: - XML element creation for transactional data pieces - Using a database for XML data source - Validating the XML with an XSD file The successful freelancer for this project will need a high degree of proficiency with XML and XSD files. They will need the ability to explain complex concepts in an easy-to-understand manner as this project is about learning these skills for me. A strong background in using databases as data sources for XM...

I a...penalties and unnecessary stress. Key responsibilities: - Handling monthly VAT filings: You will be responsible for ensuring my VAT returns are accurate and submitted in a timely manner - Managing yearly tax filings: As a sole proprietor, I have a specific set of tax obligations that need to be managed effectively Ideal skills and experience: - Proficient in Polish accounting and tax laws: Having a deep understanding of the local regulations and requirements is crucial - Experience working with sole proprietorships: Being familiar with the specific needs and challenges of sole proprietor businesses can be a significant advantage Please note that while this project is primarily focused on VAT and tax filings, there may be opportunities for additional financial services in t...

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.

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...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 solutions - as this project does not require a GUI. The ideal freelancer for this project is someone who has a deep understanding of the Knapsack Problem, LP models, and has the ability to translate this knowledge into an efficient Python-...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

Looking for someone with experience and track record in developing and managing e-learning systems for course delivery systems (Similar to Cousera/Udemy) . Having ready made and customizable solutions are welcomed. Users should be able to take short online courses in text, ppt or videos and earn certifications.

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...

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 looking for an experienced social media manager who can help me in creating and scheduling 200 posts for LinkedIn, Facebook, and Instagram. The posts will aim to target the Saudi market, focusing on Saudi public holidays, patriotism, and more. The requirements for this job are as follows: - Create 200 posts: The posts should be engaging, creative, and tailored for a Saudi audience. They should include high-quality, royalty-free stock photos and be bilingual in both English and Arabic. - Schedule posts: Utilizing Odoo Social Marketing, the successful candidate will be responsible for scheduling these posts for optimal times to reach the target audience. - Target Saudi Market: Understanding the Saudi culture and market is crucial. The posts should resonate with the local audience, ...

As part of our market research efforts, we are seeking to gather valuable insights from businesses operating in the HOREKA segment. We have compiled a list of companies that fit our target criteria, and we require your expertise to conduct telephone surveys with support by email /whatsapp/social media reach with the business owners or top manageme...interactions. Should you be available and interested in taking on this project, please let us know at your earliest convenience. We are open to discussing further details, including compensation arrangements and any additional requirements you may have. Thank you for considering this opportunity, and we look forward to the possibility of collaborating with you on this project. Good opportunity for learning and growth.. interesting ...

...identifying and collaborating with potentially interested parties. Key Responsibilities Include: - Representing my brand on online marketplaces such as Amazon, eBay, Etsy, among others. - Leveraging social media platforms to increase brand awareness and to drive traffic to our clothing line. - Managing customer inquiries and concerns in a professional and timely manner. The reseller should have a deep understanding of the men's wear market, and prior experience in a sales role for clothing or equivalent products. Exceptional communication skills are a must, as well as a proven track record in e-commerce and social media marketing. A passion for the fashion industry is an added advantage. Please provide evidence of your prior sales and marketing experience, especially i...

I am looking to put together a comprehensive marketing strategy for my online store, targeting both men and women. Key Requirements: - Deep understanding of social media marketing strategies and SEO techniques - Proven experience in lead generation and driving sales The campaign should focus predominantly on: - Social Media channels: to build a sustainable and interactive relationship with our customer base - SEO: to enhance our online presence and increase the visibility of our products The ultimate goal of this campaign is to generate leads and boost our sales, so we encourage freelancers who have a knack for conversion optimization to bid. Ideal Skills: - Social Media Marketing - Search Engine Optimization (SEO) - Conversion Optimization - Lead Generation - Experience with...

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.

...keywords in the Middle Eastern region, primarily in Iran. The main goal is to increase traffic to my website. This project will be focused on keywords related to English learning and test preparation; such as IELTS, TOEFL, English speaking, quick conversation, easy conversation, learning English, fast English, and English speaking practice. Key Requirements: - Proven experience in SEO, particularly in the Middle Eastern region - Familiarity with the Iranian market and search engine habits - Expertise in optimizing websites for increased traffic - Previous success in improving rankings for educational and language learning websites The ideal candidate should be able to understand the nuances of the Middle Eastern market, particularly in Iran, and tailor the SEO st...

...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...

I'm seeking a talented Web Developer to design and build an intuitive, navigable website for offering 10-20 courses with an Indian theme. Key features of the website won't only concentrate on appealing aesthetics but also functionality. Desirable Website Features: - User-Friendly Interface:...material and website content should be bilingual, in both English and Hindi. Proven experience in building educational websites will be highly valued. The freelancer should have excellent proficiency in web designing, the English and Hindi language as well as good knowledge of Indian governmental website themes for authenticity. This will collaboratively contribute to the creation of a stimulating learning environment in the virtual space. Let's join hands to contribute to the ...

...development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation Pipeline: Scripts and processes for data collection, cleaning, and annotation. - Machine Learning Models: Trained and validated models for diagnosing hormone imbalances. - Integration Modules: APIs and tools for integrating with EHRs and wearable devices. - User Interface: A user-friendly app interface for both patients and healthcare providers. - Testing Reports: Documentation of clinical validation and technical testing results. - Security and Compliance Document...

I'm looking for a freelance researcher who can craft a deep-dive research article into the benefits and challenges of enterprise architecture and/or enterprise Architecture frameworks, and/or Enterprise Architecture maturity around the world. The goal of this project is to provide a comprehensive overview, weaving in current trends and data, and presenting an informed perspective vision on the potential impacts of these area in a scientific academic manner. As my freelancer for this project, your responsibilities will include: - Conducting extensive research on the subject matter - Validating facts and data through reputable tech sources - Originality of the work - Following Well-known Journal standards such as MDPI and other scientific journals The ideal candidate for t...

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 recommendation algorithms ...

...previous experience in working with these two specific styles or in creating vinyl graphics for similar structures would be ideal. Your portfolio showcasing the mentioned styles would strongly support your bid. Please bid one or both of the designs as your personal style allows. To be completely honest, my budget is blown with the box, repairs, painting, and printing the vinyl graphics. Pro bono or deep charity discounts appreciated, but not required. I will add your tag to the “Thank you” section of the box and will send pics and location of the finished product. Can't wait to see your awesome ideas for my little neighborhood gem! To see what a Little Free Library is, you can visit littlefreelibrary.org...

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.

HI we are looking for Web and mobile app developers for cs cart who can also give some idea. ( using ) Reference is We will add Auction bidding option ( ) I was hoping to see any references you’ve created that is similar to direct-liquidation idea, we want something very similar but with having the auction feature added, which is something already available and offered from CS-Cart Looking to see what would you suggest to make with a similar idea to our reference Buy now and Bid option with payment gateway. multivendor with a bidding system. Ppl can buy or bid based on vendors choice and the system

As part of this project, I'm in need of an experienced professional who can assist me with chip debugging, specifically through JTAG, to troubleshoot hardware issues. Key Poin...to have a high level of expertise in JTAG debugging, with an emphasis on processor control. - The project will require access to the processor for controlling its operations. Ideal Skills and Experience: - Proficiency in JTAG debugging, particularly with a focus on processor control, is essential. - Prior experience in troubleshooting hardware issues on microcontrollers is highly preferred. - A deep understanding of chip architecture and debugging techniques is necessary for this task. If you have a strong background in chip debugging through JTAG, particularly for troubleshooting hardware issues, pl...

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 in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in...

I'm looking for a skilled developer to design and build an AI-integrated Learning Management System (LMS) that focuses on automated content delivery. The aim is to enhance the user experience and streamline the learning process. Key Features Needed: - Adaptive Learning Paths: The LMS should be able to assess the user's strengths and weaknesses and recommend a customized learning path. - Skills Assessment: Users should be able to conduct self-assessment tests to gauge their learning progress and understanding. The content that will be included in the LMS comprises text-based courses, video lectures, and interactive quizzes. The system should be able to manage and deliver these content types effectively. This project requires a developer with ...

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...

...Target: Verified US companies (1-500 employees) actively seeking top talent for their remote positions. - Become an Expert: Deep dive into the hiring needs and challenges of industries embracing remote work. Master the art of tailoring our recruitment solutions (traditional, RaaS, Staff Leasing) to meet the unique needs of small businesses. - Lead Generation Guru: Craft targeted prospecting and outreach strategies to generate high-quality leads. - Relationship Rockstar: Build and nurture long-term, trust-based relationships with key decision-makers at potential clients. Who You Are: - A proven lead generation and business development champion in the recruitment industry. - A deep thinker who understands the challenges and needs of remote hiring. - A US recruitment veteran...

I'm looking for a professional translator who can help me translate historical documents from Hebrew into Turkish. Key Project Details: - Docume...Requirements: - Fluency in Hebrew and Turkish - Experience in translating historical texts - Certification by a sworn translator The main goal of this project is to ensure that the translated text accurately reflects the cultural essence of the original Hebrew documents. The translator should have a strong academic background, as well as experience in cultural preservation or related fields. A deep understanding of both Hebrew and Turkish history and culture is a plus. It's essential that the translation is accurate, culturally sensitive and engaging for readers. A certification by a sworn translator is a critical requireme...

...to build a learning platform that has interactive quizzes incorporated. Key requirements for the user interface include: - Responsive Design: The website should be accessible and easy to navigate on various devices, including mobile and tablets. - Intuitive Navigation: A clear and logical flow for users to access different sections of the platform. - Modern and Clean Aesthetics: Aesthetically pleasing design that is in line with contemporary web design standards. In terms of features, the learning platform will primarily include interactive quizzes. Ideal Skills and Experience: - Proven experience in UI development - Strong understanding of responsive design principles - Proficiency in creating intuitive navigation - Aesthetic design skills - Prior experience with ...

I'm looking for a skilled web developer who can build a website for my business clients. Your responsibilities will be to: - Construct a w...Our business clients will need to have the capacity to register and login to our platform, managing their accounts autonomously. - Utilize outstanding HTML website developing capabilities: The website should be visually captivating, functional, and user-friendly. Your HTML skills should be top-notch. - Leverage your backend developer abilities with PHP: We prefer PHP for backend development, so deep knowledge and proficiency in PHP are key. Hopefully, you're a seasoned professional with a good sense of modern website aesthetics, and you're always on top of the latest industry practices and trends. We're excited to see what...

I need an expert to grow my brand's presence on Instagram. Your primary goal will be to increase our brand awareness am...comprehensive strategy to grow our follower base. - Curate engaging content that resonates with our target demographic. - Increase our brand's visibility and reach by leveraging appropriate hashtags and trends. - Monitor and analyze performance metrics to refine the strategy as needed. Skills and experience required: - Proven track record in organic social media growth, particularly on Instagram. - Deep understanding of the Instagram platform and its algorithms. - Excellent copywriting and visual content creation skills. - Strong analytical skills to interpret data and adjust strategies accordingly. - Familiarity with social media management tools and ...

Payment will be paid according to each repo in MS Projects' Jira system The payment calculation will follow the actual time for each repo except the time to fix bugs.

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...

...deploy smart contracts and blockchain-based applications. Design and implement scalable and maintainable microservices architecture. Collaborate with cross-functional teams to deliver high-quality software solutions. Optimize backend processes using Golang for enhanced system performance. Ensure the integration of frontend and backend systems for seamless user experiences. Containerize and orchestrate microservices using Docker and Kubernetes. Skills: Blockchain Proficiency: Expertise in blockchain technologies such as Cosmos-SDK and Tendermint with a deep understanding of decentralized application development and smart contract implementation. Fullstack Development: Strong capabilities in both front-end and back-end development for creating end-to-end solutions. Go...

I'm in need of a skilled professional to help me set up a high availability cluster for my web servers using Nginx. The primary goal for this cluster is to ensure load balancing, allowing for optimal performance across the servers. The ideal candidate will have experience in server clustering, particularly with Nginx, and will have a deep understanding of load balancing methodologies. You should also be familiar with high availability setups and be able to ensure a seamless failover process in the event of any server failure. The project will require a methodical approach and a strong attention to detail, ensuring that the cluster is set up correctly and is able to function effectively.

...architectural draftsman proficient in creating a professional drawing of my mixed-use building purchased in 1973. Unfortunately, the DOB and HPD don't have an original layout drawing of my property, which is hindering my process of applying for a Letter of No Objection (LNO) and obtaining a Certificate of Occupancy (CO). The preferred freelancer will have: - A track record in architectural drawing and a deep understanding of building standards prior to 1938. - Proficiency in making comprehensive drawings without original blueprints or plans as a reference. - Broad experience in designing detailed plans that are acceptable for DOB and HPD procedures. - Ability to deliver work within an agreed timeline, as speediness is crucial for this project. This is an urgent job and h...

I am in need of a machine learning expert who can develop a model for table detection. The model should be able to run on various types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. -...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

...moderately complex database with several levels of embedded objects. Key Project Details: - **Existing Database**: I have an existing MongoDB database for this project that needs correction in several embedded levels. - **Primary Goal**: The main aim of this work is to correct data rather than improving performance or adding new features. Ideal Candidate: - Proficient with MongoDB: You should have a deep understanding of MongoDB including complex data structures, data correction and updating embedded objects. - Experience with Multilevel Data: The ideal candidate should have experience working with databases that have several levels of embedded objects. Please note that other skills such as data analysis, data correction and database optimization would be a plus. If you h...

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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 ...

...three significant purposes: Promotion of our services and products, increasing brand awareness, and sharing informative content. Our target audience is middle-aged adults, so it's crucial that your designs are tailored towards this demographic, appealing to their taste and preferences. Key Qualifications: - Extensive graphic design experience - Proficient in social media design best practices - Deep understanding of the interests of middle-aged adults - Ability to balance promotional, informative, and brand-related content in designs - Able to produce engaging and attractive visuals Your designs will not only promote our brand but also play a pivotal role in our customer interaction and reach. I look forward to seeing your creative proposals that encapsulate the essen...

I'm in need of an AI artist to generate artworks based on specific realistic styles. The art should have a high level of detail and quality. Key Responsibilities: - Developing an AI model to produce realistic art - Ensuring the generated art is of high detail and quality - Implementing the chosen style effectively Ideal Skills and Experience: - Strong background in AI and machine learning, particularly in the context of art generation - Previous experience in generating realistic art with AI - Understanding of different art styles and techniques - Ability to ensure high level of detail in the generated art. Looking forward to seeing your portfolios and hearing about your approach to this exciting project.