Ledil mechanical 3d model jobs
I'm looking for a talented Metaverse Expert with a strong background in 3D modeling. Key Responsibilities: - Create captivating 3D models for a Metaverse project - Collaborate closely with the team to ensure the virtual environment aligns with the concept - Optimize designs for performance and user experience Ideal Candidate: - Proficient in 3D modeling tools and techniques - Previous experience in creating assets for virtual environments - A solid understanding of mesh optimization and texturing for performance - Strong communication skills and a collaborative mindset If you're excited about the potential of the Metaverse and have a knack for creating immersive 3D environments, I'd love to hear from you.
I'm looking for a Control Engineer with proficiency in Matlab to help with a project focused on modeling and simulation. The primary goal of this project is to optimize the performance of a system. Key requirements and responsibilities: - Expertise in modeli...and responsibilities: - Expertise in modeling and simulation within Matlab - Background in control engineering - Ability to analyze and understand system behavior - Create and implement strategies to enhance system performance - Strong communication skills to collaborate on project goals and updates While the type of system to be optimized hasn't been specified by the client, experience with mechanical, electrical, or hybrid systems would be a plus. Your expertise will be crucial in ensuring the successful optimiz...
Hello! I'm intrigued by your project and have a wealth of experience in similar endeavors. As an Architect, I specialize in architectural designs, 3D visualization, construction drawings, landscape, and interior design. Proficient in AutoCAD, SketchUp, Lumion, and other 3D software, I bring a professional touch to every aspect of my work. Feel free to explore my portfolio on my profile or get in touch with me for specific examples that align with your project requirements. Best regards, Falak Fasih
...interact with an AI model to retrieve information from the scanned website. The application will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model capable of answering questions based on the scanned website data. * Preferably, use a free or cost-effective AI API for this pur...
I'm in need of a ZBrush expert to handle the task of sculpting 3D models. This is a medium-complexity job, so the ideal candidate will have experience with moderate levels of detail. The project has a deadline, so prompt and efficient work is expected. Ideal Skills and Experience: - Proficient in ZBrush - Experience in sculpting medium complexity 3D models - Ability to meet deadlines and work efficiently - Strong understanding of 3D modeling principles
I am looking for...consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab model suitable for variety of scenarios. • Evaluate optimization results using different methodology – simulation and testing, analytical modeling or field testing. Please ensure you have in-depth knowledge in this field, assisting me in achieving optimal results. Besides, great communication skills and commitment to meeting ...
I need comprehensive details extracted from the Parivahan vehicle RC database. Data output must be within range upto 1k range at once. Specific requirements include the: - Owner's name - Registration number - Vehicle model and make - Insurance expiration date - Owner contact number The need is urgent, so a quick turnaround is vital. An adept hand at data mining, especially relative to the Parivahan database, would be an asset. Familiarity with Indian vehicle registration systems or similar projects will also be advantageous. The project should prioritize accuracy of data above all, and a proven record in precise information extraction is essential.
The individual report (~4000 words) carrier's 40% weighting in the Transportation Studies module and will be assessed by an individual report submitted via canvas. In your report you would need to include the experimental and the model results of your selected noise barriers. You will be judged on how you have been innovative in your conceive, design and how you improved the performance rating of your noise barrier. Assessment Criteria 1) Conceive (research noise barriers) = weight age (10%) 2) Project 1: Performance of reflective/absorbing noise barriers = weight age (40%) 3) Project 2: Traffic noise mapping = weight age (40%) 4) Modelling of noise barrier = weight age (10%) Project Details: Project Description: We are seeking a skilled freelancer to assist with a projec...
Being a product designer who primarily focuses on automation, I'm seeking skilled mechanical engineers to help design a new product that will optimize our manufacturing processes. The main goal of this project is to introduce mechanical designs that would improve efficiency, increase durability and reduce costs in our production line. The following task scopes will be involved: - Conceptualization of innovative mechanical designs. - Analysis and evaluation of mechanical systems. - Product development incorporating automation in manufacturing processes. The ideal freelancer for this job will have: - Significant experience in mechanical engineering. - Expertise in automation and manufacturing processes. - Proficiency in CAD software for designing. ...
I'm in need of a long term animation artist who can bring my ideas to life. This project has a great potential for creativity and requires a lot of skill in animation. If you are skilled in 2d/3d animation and are expert is Adobe After effects, Premier pro and other animation design softwares, please feel free to apply to this post. Please include your portfolio link for the 2d animations, 3d animations, explainer videos, Insta reels and any other amazing and convincing work relevant to animation/Video category. Also if possible please indicate your pricing for 2d /3d animations according to required duration of animation. New freelancers are always welcome if they have nice portfolio.
I am seeking a talented mechanical designer with expertise in any 3D software who can support with the digital 3D prototyping phase of my project. The output files must be parametric files that can opend by FreeCad (I not accepted any mesh files as output). Main duties include: - Making use of 3D SW to create a detailed and accurate digital 3D prototype - Working in close communication to ensure the design meets specific requirements. Ideal Skills: - Proficiency in 3D software - Extensive experience in 3D prototyping - Strong communication skills - Attention to detail - Experience in the field of mechanical design. Please share your past projects related to 3D mechanical prototyping using FreeCad to support you...
...the preliminary blueprints of a mechanical diptube prototype I'm developing. The prototype is a structural one, so the ideal candidate would have experience in product design. Requirements: Conceptual Sketches: Rough sketches that outline the basic concept of the diptube design. These sketches should capture the key components and their relationships. Functional Diagrams: Create diagrams that illustrate how the diptube will function within the larger system. This could include flow diagrams to show the movement of fluids through the diptube. Component Layout: Develop a layout of the individual components within the diptube assembly. This will help visualize how everything fits together and identify any potential issues with spacing or accessibility. Mechanical Dra...
I need a professional animator to create a 3D realistic advertisement animation. The animation will focus primarily on the healthcare sector. Ideal Skills: • Expertise in creating realistic 3D animations • Experience in animating healthcare-related content is a plus • Excellent command of animation software. Project details: • The project will involve the creation of animation for advertisement purposes • Specific elements to be included in the animation are objects related to healthcare • The final animation must be highly realistic, not cartoon-like or abstract. Your job is twofold: to deliver a visually stunning piece and to effectively communicate the intended advertising message. I look forward to reviewing your proposals and previous wo...
I'm in need of an experienced developer who is skilled in...for Text-to-Speech (TTS) applications. In this project, I require assistance in training a dataset from scratch to create a functional, ready-to-use model for Coqui AI TTS specifically designed for the French language using a specific voice. Key requirements: - Intermediate to Advanced level experience in machine learning and NLP. - Previous experience in training TTS models, especially with Coqui AI. - Proficiency in French is a plus. - Familiarity with working on a model for a specific voice. The ideal candidate should be able to guide me through the process of dataset preparation, model training and fine-tuning, and assist in making the model ready for deployment. Please only apply if you have...
I'm in need of a basic 3D demonstration animation for educational purposes. This will involve showcasing the primary functions and features of a product in a clear and engaging manner. Key Requirements: - The animation should be simple and straightforward, focusing on the product's core functionality. - It should be created with educational purposes in mind, ensuring that viewers can easily understand the product's benefits. - A basic level of detail is sufficient - realistic textures and lighting are not needed. Ideal Skills and Experience: - NX CAD experience - Proficiency in 3D design and animation software. - Experience in creating product demonstration animations. - Understanding of educational content development. - Strong communication skills to trans...
I'm in need of an experienced 3D animator with expertise in Blender. I require a 3D cartoon character to be created, and animated performing a walking action. Ideal Skills and Experience: - Proficiency in Blender - 3D animation experience - Past work in character animation The character should be created in a cartoonish style. The animation should be smooth and engaging, providing a realistic walk cycle for the character. Please share any relevant experience or sample work in your bid.
I'm seeking a skilled and experienced Machine Learning expert to assist me with an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background ...
Training for model deployment, training and fine tuning. Agenda for training session - Quick intro (concept, process, procedures and tools) - Environment requirements and setup - Installing / deploying a model (local and cloud) - Training a model (prerequisites included) - Fine tuning a model - Running ML Model with API - Q & A
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...
I'm seeking a creative designer to create a unique and engaging logo for my cosmetics brand, "Sue - beauty". The design should mainly utilize the colors black, white and have a subtle touch of gold or a beautiful brown. Although I don't have a specific symbol in mind as I trust the designer's expertise and creativity, ...utilize the colors black, white and have a subtle touch of gold or a beautiful brown. Although I don't have a specific symbol in mind as I trust the designer's expertise and creativity, the logo should embody the elegance and sophistication of the beauty industry. Proficiency in graphic design and previous experience with cosmetic-related design projects would be beneficial for this project. I put a model of the sample the client ...
I need an experienced optical engineer to help design an imaging system primarily intended for lithography. The tasks that I expect the freelancer to perform include: I am building a projector to expose a photosensitive-coated target with UV light. This projector must have an adjustable image output that varies from 0.1 r...light source will be LED, outputting 50 watts of mid-UV light. The output of this gig shall be a drawing/sketch of the relative positions of each optical element in relation to the light source [UV light], the source image/film, and the target. For each optical element, there shall be a full description/specification, and if possible, at least one source to buy the element. I do not need any mechanical design, only a drawing showing the relative positions of e...
We're seeking a talented 3D artist capable of producing captivating photorealistic renders and videos for a range of products. The ideal candidate must excel in rendering techniques, possess meticulous attention to detail, and have the ability to breathe life into products through stunning visual representations. Responsibilities: Create photorealistic 3D models of products. Develop high-quality textures and materials. Render product images and videos using industry-standard software. Collaborate closely with the creative team to ensure alignment with brand guidelines. Optimize renders and videos for various platforms. Requirements: Demonstrated expertise in 3D rendering, modeling, texturing, and lighting. Proficiency in industry-standard 3D software. A...
...checklist for prospective buyers - A thorough condition report - Be on brand I envision a 2 or 3 page PDF report that's easy-to-read and visually appealing and aligns with the branding of Merlin Car Auctions. The design should be clean, clear and organized, ensuring potential buyers can quickly and easily review the information provided. The 1st page should be the vehicle details and checklist of mechanical components that have been inspected. The 2nd page should be for the condition of the vehicle's bodywork and images of any damage. Ideal Skills and Experience: - Graphic design experience, particularly with report layouts - Familiarity with design software to create multi-page PDFs - Understanding of how to present technical information in a clear and engaging way ...
I'm in need of a skilled Unity Developer who can create an engaging hypercasual infinite runner game. The game should be designed for both iOS and Android platforms. Key requirements for this project include: - Developing a Cartoonish 3D art style for the game. - Implementing power-ups as a key mechanic. - Implement an infinite runner game, where you control a tank/car and have to avoid incoming obstacles and enemies. - Player should die upon hitting the obstacle - There should be a results screen with earned in-game currency. The ideal freelancer should have: - Proven experience in developing hypercasual games. - Strong grasp of Unity development. - Experience with Unity Gaming Services. - A portfolio that showcases previous mobile game projects. Please include samples of ...
...technician with a thorough understanding and hands-on experience with scientific measurement equipment. Specifically, I require a professional who can: • Revamp the current configuration for improved compatibility. • Extract maximum functionality from existing resources. Key skills and experience: • Expertise in equipment modification. • Proficient in mechatronics (electronics, electrical and mechanical). Skills that are a plus: • Software programming. • Reverse engineering. • Pneumatics. • Drawing using CAD. We encourage under-grad students from UH, Rice, etc., to apply as an Intern. Requirements: • Must work at East End (near Second Ward) area in Houston. The project timeline is immediate with the expectancy for high-quality r...
I'm looking for an experienced CAD designer to help convert my 2D PDF into a fully interactive 3D plan using AutoCAD. The reproduction should have a medium level of details to capture the critical components of the plan but don't necessarily have to be high detailed with textures. Ideal Skills: - Proficiency in AutoCAD - Experience in converting 2D blueprints to 3D models - Ability to make the 3D Model interactive Experience in creating interactive 3D models is crucial for the successful completion of this task, as the final output will need to respond interactively to the user's prompts. Expertise in AutoCAD software will also be important to accurately and efficiently convert our 2D PDF into 3D.
I'm looking for animators to help me create an engaging 3D comedy series titled "Will the Cool Guy". This show is aimed at teenagers and will revolve around the humorous adventures of the main character. Key Points: - Genre: Comedy - Target Audience: Teenagers - Animation Style: 3D Responsibilities: - Creating visually appealing and engaging 3D animations for the series - Collaborating on the storyline and character development to ensure it aligns with target audience Ideal Skills: - Proficiency in 3D animation software - Experience in creating content for teenage audiences - Understanding of comedic timing and storytelling - Strong collaboration and communication skills - Ability to meet deadlines and work efficiently as part of a team
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. JOB DESCRIPTIONS & REQUIREMENTS: - Conduct research the provided [individual(s) or Party(s)] in all litigation sources in both native language (Cambodian) and English; - Conduct research the provided [individual(s) or Party(s)] in all bankruptcy and insolvency sources in both native language and English; - Conduct research the provided [individual(s) or Party(s)] in all local and national news medias and social media in both native language and Englis...
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...MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Entity, and IOB Tagging traini...
In need of an AI expert to create a proof-of-concept model for accurately matching laboratory supplies. Key Responsibilities: - Building an AI system tailored toward processing less than 5 attributes per item. - Ensuring accuracy in matching products, specifically focusing on laboratory supplies. Ideal Candidate: - Highly skilled in AI development. - Previous experience in product matching software. - Knowledgeable about laboratory supplies preferred. Expectations: The chosen freelancer will deliver a proof-of-concept model highlighting how the AI system improves accuracy in matching each lab supply based on specified attributes. Your creativity and expert insight are crucial in reducing manual efforts in our current process.
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...
Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be involved in our pre-employment screening by conducting a visit to our candidates’ former employer address with the candidate’s consent letter. JOB DESCRIPTIONS: • Conduct the site visit to the candidate’s former employer • Conduct the basic verification about the candidate in the candidate's former employer; to verify whether the candidate was indeed an employee at the specified company. &...
Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. Targeted party(s): 1 company and its BODs PLEASE FIND THE JOB DESCRIPTIONS & REQUIREMENTS BELOW: -Conduct research the provided [individual(s) or Party(s)] in all litigation sources in both native language and English; -Conduct research the provided [individual(s) or Party(s)] in all bankruptcy and insolvency sources in both native language and English; -Conduct research the provided [individual(s) or Party(s)] in all local and national news
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I need an expert in renewable energy and optimization in Matlab to help me with a specific project. The project focuses on the optimization of energy storage systems, with a specific focus on batteries. Key tasks include: - Utilizing Matlab to model and optimize energy storage systems, particularly batteries. - Implementing and testing different optimization algorithms to determine the most efficient storage configurations. - Analyzing and interpreting the results to provide practical and insightful recommendations for energy storage optimization. The ideal freelancer should have: - Proficiency in Matlab and experience in the field of renewable energy. - Proven experience in optimization, preferably with a focus on energy systems or similar. - Specific experience with battery ene...
...convert a detailed 3D model from FBX file format to GLTF format. The model is currently optimized for use in 3D rendering software, but needs to be converted to GLTF for compatibility with web-based applications. Responsibilities: - Convert a high-quality FBX file into GLTF format while retaining all textures, materials, and animations. - Ensure the converted file is optimized for web use, with careful attention to minimizing file size without compromising the visual quality. - Provide technical advice on maintaining the integrity of the 3D model during the conversion process. Requirements: - Proven experience in 3D modeling and file conversion, specifically with FBX and GLTF formats. - Strong understanding of 3D rendering workfl...
I'm in search of a talented developer who can craft a 3D platformer game for PC or Web. Key Requirements: - Develop a 3D platformer game - Proficiency in implementing various game elements such as characters, levels, obstacles, pickups and rewards - Implement high-quality graphical assets - Ensure smooth and bug-free gameplay experience Ideal Skills and Experience: - Proven track record in developing 3D games, especially platformers - Strong understanding of game mechanics and level design - Proficiency in game development tools such as Unity or Unreal Engine - Ability to create high-quality and visually appealing 3D assets - Experience in developing games for PC Please provide a portfolio or examples of your previous work in your bid.
...arrangement and connections of switches, fuses, circuit breakers, and other electrical components. Layout Drawings: These will include separate sheets for: Fire Alarm System: Displaying all devices and their connections throughout the building. General Services & Power: Illustrating the placement and routing of general electrical power supplies and outlets. Mechanical Services: Detailing the electrical connections and components related to mechanical installations such as HVAC systems. Submission Details: All drawings are to be submitted in electronic AutoCAD format (.dwg or .dxf). Ensure all drawings are accurate, clearly annotated, and comply with specified design criteria and energy efficiency goals. Additional Notes: Lighting, CCTV, and Intruder Alarm systems ar...
Detailed overall drawings will be provided ①Production of frame model - Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Preparation of fin...
We have a 2D project in Autocad, and we need to model it using Aveva's E3D software. For this need, we need to model the disciplines of: Civil; Mechanics / Piping (we have already modeled the piping and can deliver it via ); Electrical; Automation / Instrumentation. We will send all projects in the 2D version. It is necessary to create the database using Brazilian technical standards for the petochemical area, which we will provide. We need to receive from this project: - Database; - Plants and Sections extracted from E3D; - Lists of Materials. The deadline for delivering the project is 04/22/2024. All projects must be configured and delivered in Brazilian Portuguese. We will attach all projects for preparation and will be available for questions during the preparat...
In need of a logo design for my business, "San Antonio Pergolas". I'm looking for a modern, clean design that stands out. - The logo should be in red, white, and blue tones to represent the company's patriotic / Texas spirit. Brown or grey tones may be used to represent the pergola. - It should include ...design that stands out. - The logo should be in red, white, and blue tones to represent the company's patriotic / Texas spirit. Brown or grey tones may be used to represent the pergola. - It should include a symbol or icon of a Pergola. Inspiration can be taken from metal pergolas that allow sunlight to pass through the ceiling, similar to examples seen on www.Struxure.com. - Absolutely no 2D or 3D designs will be considered. I'm excited to see y...
I need a seasoned videographer to create a high-quality and comprehensive 2-hour documentation video capturing all aspects of a dance recital. This video will not only serve as a historical record, but also provide insightful visuals of both the solo and group performances. Key Responsibilities: - Capturing all dance sequences, laying gr...a way that is invisible to the audience. - Use expertise in visual editing to craft a dynamic and cohesive narrative. Ideal Experience and Skills: - Previous experience videographing dance recitals or similar stage performances. - Proficiency in digital editing systems and packages (like Avid Media Composer, Lightworks, Premiere, After Effects and Final Cut). - Experience with special effects, 3D and compositing. - Creative mind and storytelli...
I'm looking for an expert with experience in designing and rendering architectural drawings for secondary homes. The home should be between 500 and 1000 square feet. Essential features include separate living area and bedroom. Ideal freelancer would have: - Extensive experience in architectural design and drafting. - Knowledge of small home design. - Ability ...separate living area and bedroom. Ideal freelancer would have: - Extensive experience in architectural design and drafting. - Knowledge of small home design. - Ability to adhere to specific space and layout requirements. - Portfolio demonstrating similar projects. Deliverables should include comprehensive drawings detailing all aspects of the home, geared towards ease of construction. A model or 3D rendering...
I'm in need of an urgent literature review on the subject of nanofluids and their application in enhancing heat transfer. This review will need to focus primarily on the various CFD numerical approaches employed in said research. The ideal freelancer for this project should have: - A strong background in mechanical engineering or a related field, with specific expertise in heat transfer and nanofluids. - Extensive experience conducting and summarizing literature reviews. Key aspects of this project include: - A comprehensive summary of current research in the field, focusing on the role of nanofluids in heat transfer enhancement. - Specific attention to the use of Finite Element Method in Computational Fluid Dynamics (CFD). - In-depth analysis of experiments conducted by res...
I'm looking to transform my logo into a modern and sleek 3D 4K animation that can be used across various platforms. Key Requirements: - You will be required to convert my existing logo into a 3D format. - The animation should be in 4K resolution. - The style should be modern and sleek. Deliverables: - The final animation should be provided with all source files. - The animation should be suitable for use as an email signature, on social media, and on our company website. Ideal Freelancer: - Proficient in 3D animation and graphic design. - Experience in creating logo animations. - Ability to deliver a modern, sleek design. - Previous experience with 4K resolution animations is highly desired. Looking forward to seeing your proposals!
I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance in classifying various eye diseases such as Glaucoma, Macular Degeneration, and Diabetic Retinopathy. The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision transformer...
