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I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front...

To create 3D Modeling for Fitness Foam Roller that is made of PE and also with dual colors. Note: Making drawing will be quick for a simple model, but research time will take time to confirm the material properties - density and thickness, comparison of research and narrowed down conclusion to decide on materials. My work hours will €30/hour if you need to work on additional task.

I have a small building floor plan, and I need a 3D model of it, designed with a Starbucks theme in mind. Key Requirements: - The building is small, so the 3D model should be in proportion. - The interior design should be detailed and include branded elements associated with Starbucks. - Specific features to be included in the exterior design are a parking space, an outdoor seating area, along with a drive-thru service. Ideal Skills and Experience: - Proficient in 3D modeling software for architectural projects. - Experience in interior design with a focus on branded elements. - Creative approach to incorporating Starbucks theme. - Ability to include specific details like a parking space, outdoor seating area, and drive-thru service into the 3D model.

...activities for community gatherings. - Promote inclusivity and empowerment of marginalized groups through diverse representation and meaningful participation in all activities. 4. Facilitate land use mapping aligned with the Social Tenure Domain Model (STDM) and emphasizing the continuum of land rights approach. - Develop a comprehensive training program for enumerators on community engagement techniques, data collection methodologies, early conflict mitigation, and conflict mitigation triage to higher levels, and the use of the Social Tenure Domain Model (STDM) for informal land mapping. - Establish governance structures for data collection, including the formation of a steering committee comprising representatives from government agencies, community leaders, and re...

...exciting venture. Our goal is to develop a proof of concept (POC) that has the potential to make significant waves in its market. Admittedly, our financial resources are somewhat constrained at this stage, which is why we're extending this collaborative opportunity. We are open to a mutually beneficial arrangement where your dedication and contributions are compensated through a revenue-sharing model tied to the success of the end product. This is a call to those who are eager to invest their expertise and energy into a project with substantial upside potential. If you're ready to dive into a project that rewards innovation and commitment with long-term financial incentives, let's embark on this journey together and turn our collective vision into reality. Key Re...

I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The...system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environmental science or a related field is a plus - Ability to create and implement a system for continual tracking and prediction I am looking for a highly skilled individual who can guide me through the process and develop a reliable model for water clarity prediction. If you have the necessary experience and skills, please don't hesitate to reach out to discus...

Here is my data lidar camera, rgb images, anotation. I need some to do data fusion of both and implement Google Colabolatory notebook that will train both object detection and semantic segmentation models. The offset between cameras will be provided as x - forward direction, y left direction and z up direction In your bids please propose framemworks/models you would use.

I'm a student looking to study the modeling of a traditional straight desk from IKEA in Revit. Key Requirements: - 3D Modeling: The project requires the creation of a detailed 3D model of a traditional straight desk available in IKEA's product range. - Understanding of IKEA's Aesthetics: Knowledge of IKEA's design principles is beneficial in order to accurately reflect the company's style in the model. - Revit Expertise: Proficiency in Revit software is essential to ensure the model is compatible with my educational requirements. Ideal Skills and Experience: - Proficient in Revit - Familiar with 3D modeling - Understanding of IKEA's design aesthetics - Experience in educational projects is a plus

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

I'm looking for a PyG expert to help me predict links in my e-commerce heterogeneous graphs. The main goal of the project is to predict links in the e-commerce data graphs. This task is essential for understanding and predicting c...skills and experience for the job include: - Expert proficiency in PyG (PyTorch Geometric) - Prior experience with link prediction on heterogeneous graphs - Strong understanding of e-commerce data and its characteristics Your role in the project will involve working closely with the e-commerce data, understanding the underlying patterns and relationships, and building a robust link prediction model that can be utilized to make informed business decisions. I'm looking for a freelancer who can deliver high-quality, accurate results within a r...

I am in need of an expert who can continuously build and manage MIS excel sheets pertaining to data analysis, sales forecasting, and expense tracking on a daily basis. Key tasks: - Establishing excel sheets to analyze a broad range of data - Constructing a sales forecasting model within the excel sheets - Regular tracking and management of expenses via the excel sheets Data sources would primarily be spreadsheets and databases. These excel sheets will require daily updates, enabling close monitoring of key metrics. Ideal skills: - Proficient in Microsoft Excel - Exemplary skills in data analysis and modeling - Good understanding of databases and how to extract data from them Experience in handling and managing sales and expense data is crucial for this project. The freelan...

I need 3D model and rendering of white LED lamp.

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

I require a professional landscaper capable of tree trimming and restoring a small yard (less than 500 square feet). My garden currently is overrun with weeds and needs topsoil removal to restore its health. The task includes: - Trimming trees and removing topsoil with weeds - Restoring the lawn to a healthy state There are no specific plants or trees to preserve during restoration. Preferred experience of the freelancer: - Knowing how to use landscaping tools efficiently - Hands-on experience with lawn restoration - Ability to dispose of removed debris responsibly.

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

I'm seeking an experienced social media expert in Switzerland to help my students establish a strong presence on Facebook and Instagram. The ideal candidate should understand the unique needs of the modeling industry and be able to tailor social media strategies accordingly. Key Responsibilities: - Develop a comprehensive plan for increasing brand awareness - Engage and interact with our audience in a meaningful way - Drive traffic to our website through social media Skills and Experience: - Proven track record of successfully managing Facebook and Instagram accounts - Familiarity with the fashion and modeling industry is a plus - Proficient in personal branding on social media - Capable of creating engaging content - Skilled in optimizing profiles and hashtags Your role will be ...

...Profile Page: After logging in, users will land on a profile home page which includes: 4.1 Recent Readings: Display recent readings showing the tarot card, the question asked, and a snippet of the response with a 'Read More' button. 4.2 Menu Options: Users can navigate through the menu containing ‘Home’, 'History of Spreads', 'Affiliate Program', 'Contact Us', and 'Sign Out'. 5. Subscription Model: - Free Trials: Users receive three free readings upon registration. - Premium Subscription: Continued access requires purchasing a subscription. Benefits include unlimited readings, access to different tarot decks and the ability to select reading masters. 6. Social Sharing: Integrated social media buttons to...

...are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predictive modeling to anomaly detection based on what is discovered in the exploratory data analysis. Ideal Skills: - Proficiency in R Studio and understanding of data mining and the CRISP-DM framework - Experience in data cleaning, preprocessing, and exploratory data analysis - Strong skills in model development and evaluation - Background in accounting or finance would be advantageous to comprehend potential ...

I have an AutoCAD DWG file for an urban design project. I'm looking for a 3D modeller to create a block model 3D representation of the design. Key Details: - The model should include the street, the buildings along it, and the design elements such as footpaths, bollards, junctions, along with the detailed 3D of a lake edge design. - Medium detail is required for the buildings - focus should be on basic shapes and sizes rather than high architectural detail. - And street elements need to be done in detail such as flooring, planters, bus-stop etc. - The 3D model does not need to have textures or colors. Ideal Skills and Experience: - Proficiency in AutoCAD and 3D modelling software. - Previous experience with architecture projects. - Ability to work with medium le...

I need a comprehensive and efficient transportation per student cost model developed as soon as possible. Key Components: -Finding out per student cost -Finding out per bus cost Data Points: - I will provide you with the information that can help calculate the key components stated above. Ideal Skills and Experience: - Proficiency in cost analysis and financial modeling - Experience in transportation logistics and efficiency - Ability to work quickly and accurately, delivering within a tight timeline.

I need a basic web application for maintaining an efficient inventory of automotive spares. The key elements to be tracked include the part number, description, supplier information, purchaser details, condition, make, model etc. In the current scheme, we anticipate less than 100 spares in our inventory system. This is a very basic php/mysql application. I have created a rough up of the requirements using MS Access. I anticipate that the application will have; 4-8 tables. Main tables are - Contacts - Parts - Events 6-10 pages - Search Parts based on any field. - Search contacts - View/Create Contact with image upload - View/Create part with Image Upload and ability to print label - Create event associated with Part - Show all events related to part. Application needs to im...

I'm seeking an interior designer with the skills and experience to create a Bohemian-style design for a /laboratory and living room. The ideal candidate will be able to deliver a design that is both aesthetically pleasing and cost-effective. Key Requirements: - Design for a small space - under 500 sq ft - Bohemian style - Earth tones color scheme Ideal Skills and Experience: - Proven experience in small space design - Creative flair for Bohemian design - Ability to work within a budget - Strong understanding of working with earth tones This project will require close collaboration and communication on design choices and adherence to a strict budget. I'm looking for a designer who can bring fresh, innovative ideas to the table while keeping the project afforda...

I need a Solidwork designer who has a great deal of experience in model design.

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - Proven experien...

I'm in need of a skilled 3D modeler who can translate my chair design into a 3D model that can be rendered in 3ds Max. Here's a breakdown of what I'm looking for: - Software Flexibility: You should be proficient in a 3D modeling software, with the capability of converting the model to a format compatible with 3ds Max. - Level of Detail: This project requires the creation of a 3D model based on basic shapes and dimensions, in accordance with the CAD drawings and sketches provided. - Deliverables: I'll need the final model in a format that can be easily imported into 3ds Max for rendering. This could be an STL, OBJ, or FBX file, as long as it's compatible. Ideal Skills: - Proficiency in a 3D modeling software - Ability to translate 2D ...

I'm in need of a Machine Learning Engineer who can migrate our existing notebooks from RStudio and PySpark to AWS Sagemaker. Your task will be to: - Understand two models I have running locally. One is a Rstudio logistic regression model, and the other is a pySpark XGboost also running on local. - Migrate These two models to AWS SAGEMAKER. Data will be on S3 -Prepare models to run on sagemaker totally, so that we can do training and testing 100% on sagemaker.-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experi...

I need a seasoned VBA and Macro expert to assist me with the creation of an interactive dashboard for a small project. The main tasks include: - Development of VBA code to automate repetitive tasks. - Creation of custom functions to enhance the dashboard's functionality. - Ensuring the dashboard can generate reports effectively. I'm specifically looking for someone with: - Proficiency in VBA and Macro. - Previous experience in creating interactive dashboards. - Ability to generate reports through coding. - Good communication skills and attention to detail. If you're confident in your VBA skills and have a good eye for visualizing data, I'd love to discuss this project with you.

I'm looking for a skilled AI developer, with a specific focus on machine learning. A well qualified candidate will be experienced in: - Implementing Unsupervised Learning systems - Specializing the machine learning model towards Anomaly detection An ability to navigate the complexities of AI and adeptly apply machine learning frameworks and libraries is important. Practical experience in applying Anomaly detection methods in Unsupervised Learning scenarios is crucial. If this describes you, I'd love to hear from you. Let's revolutionize my project together with your machine learning proficiency!

...systems. We have noticed a reduction in orders, our current IT Developers advise we need to spend on Google shopping, however, we believe that current conversions need to be analysed before any money is poured into Google. We believe there is opportunity within the current website to improve conversions and thus improve sales / turnover. Our delivery process is based on a drop-shipping model where our suppliers dispatch the product direct to our customer, this involves good communications between ourselves / suppliers 2 - Current Set-Up / Systems The systems were mostly built by xxxxxxx Design in 2012, which closed, so we had to find another web host / IT Developer (xxxxxxx) who took over management of the systems around 2017 Aside of our web shop, there are some o...

...required to photograph up to 100 clothing products. - Model Photography: You'll need to work with 1 - 2 adult models for this project. Ideal Skills and Experience:´ - Strong portfolio in product photography, preferably in a studio setting - Experience working with student/beginner style or an understanding of what that might entail - Good communication and collaboration skills - Ability to work with minimal direction, while accepting feedback and making necessary adjustments If you believe you can meet these requirements and bring a fresh perspective to the shoot, I'd be very interested in hearing from you. ** It is very important to note that this is a medium to long term project, we need the services of a photographer and model for the next few mont...

I am looking for an experienced individual with Blender. You will be required to: - Modify a VRM file's mesh to a medium level of detail. I expect you to balance quality and efficiency while working on the modifications. - Rig the model effectively. Your expertise in designing biologically accurate and believable animations will be key. - Create realistic animations. Demonstrated experience in bringing characters to life through smooth and natural movements is what I am after. The ideal candidate is someone who has extensive experience working with VRM files in Blender. Please, include specific projects you've worked on. Additionally, you should be willing to meticulously follow the guidelines provided to achieve the desired results. Your capacity to deliver on time w...

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

I'm in need of an experienced blender expert to help with 3D modeling. The 3D models are required to be highly detailed with advanced textures and realistic lighting. Key Requirements: - Extensive experience with 3D modeling in Blender - Proficiency in creating advanced textures - Ability to implement realistic lighting - A keen understanding of what makes a 3D model visually appealing This project has the potential to turn into a long term commitment for the right candidate.

We are seeking an experienced PCB designer to develop a custom printed circuit board for a Raspberry Pi 4 Model B application. The project requires integrating specific components and ensuring the design can be enclosed within a standard industrial box. The successful applicant must have experience with power management and GPIO pin utilization. Key Requirements: - Experience with Raspberry Pi designs and GPIO pin functions. - Ability to integrate electronic components such as 5V relays into the PCB with high precision. - Familiarity with standard industrial connectors and terminals. This project aims to create a highly functional and reliable hardware system. Only applicants with a strong track record in custom PCB designs and the ability to work to exact specifications should a...

I'm looking for a skilled Autocad designer who can help me create a modern and sophisticated design for a large TV console, exceeding 65 inches. With your in-depth knowledge of furniture design and detail-oriented approach, we can transform my vision into a ready-to-build model. Your experience with modern aesthetics will be critical in this project. Deliverables: Initial draft and subsequent revisions until the design perfectly reflects my vision. Perfect candidate: experienced in Autocad, familiar with modern furniture design, has a keen eye for details, and open to revisions.

I am seeking an experienced 3D artist to create a model for an animal doll. Although I have not specified the specific animal, the successful candidate should be able to display flexibility in modeling a multitude of animals. The material for the doll has not been decided yet, so rendering skills with different materials (plastic, cloth, ceramic etc.) would be greatly beneficial. Skills Required: - 3D Modeling - Rendering - Attention to detail - Flexibility in design Experience with animal shapes and understanding of various materials will be a definite bonus. Please include your portfolio showcasing your various works when applying.

To enhance our team, we are looking for a Technical artist to work in the VP sound stage. Tasks: ● Solving technical issues and tasks for the implementation of the project; in terms of reproducing and optimising content for LED; ● Creating 3D previews; ● Work on the set (playback of content on LED installations, revision (edits) of content in real-time); ● Software setup and creation of the pavilion's internal network; ● Modification of the production pipeline in accordance with the objectives of the project (hardware and software); ● Integration of projects developed by third-party artists into the existing pipeline; ● Maintaining an archive of projects; ● Assessment of the rationality of purchasing ready-made assets on marketplaces. Requirements: 1 Deep understanding of UE...

I'm in need of a professional or a team that can assist me in generating quality leads for Ws Mode, an upcoming trading signal app catered towards ETF investments. This project is pivotal towards our subscription-based model which will commence in May 2024 at €98 per year. Key Requirements: - Target Audience: I'm looking to reach out to a broad spectrum of potential users, including individual investors, financial advisors, and institutional investors. - Geographical Reach: The leads generated should not be confined to a specific region, but instead, be spread out globally. - Preferred Channels: Your expertise in email marketing, SEO, and content marketing will be heavily relied upon to effectively engage and convert these leads. Payment will be fixed plus bonuses. ...

...business plan for a non-profit public health consultancy focusing on improving health logistics and supply chains. This plan must be tailored for the non-profit sector and should highlight strategies that would tackle the issues of insufficient and inadequately trained Health professionals. Key Deliverables: - Comprehensive market research on the non-profit public health sector - Detailed business model with a focus on health logistics and supply chains - Financial projections and budgeting specifically for a non-profit organization - Strategies for dealing with the shortage of trained health professionals - Any other creative ideas to help the non-profit stand out in the public health consultancy space Ideal Skills and Experience: - Proven experience in developing successful...

Big Bad Bee is the logo im looking for. Thinking tough looking Bee ( Hornet , Wasp) in front of a Baseball. I have something semi put together it just needs tweaked (i think). This logo will go on a sleeve of a baseball jersey as well as the bac...im looking for. Thinking tough looking Bee ( Hornet , Wasp) in front of a Baseball. I have something semi put together it just needs tweaked (i think). This logo will go on a sleeve of a baseball jersey as well as the back of a sweatshirt ,maybe on a hat too. It needs to be detailed enough when it gets scaled to be printed on the back of a sweatshirt it doesnt get pixalated. Im attaching a pic of what i have (kind of) in mind. Im thinking if the Bee could be placed in front of a baseball it would be perfect. But im open to ot...

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...mobile phone brand from a dropdown menu. Upon selecting a brand, a second dropdown menu will dynamically populate with models associated with that brand. Users can then select their specific model, providing us with valuable information for their purchase. Requirements: Dropdown Menus: Implement two dropdown menus on the product page—one for mobile phone brands and the other for models. Dynamic Population: Ensure that the model dropdown dynamically populates based on the selected brand. User-Friendly Interface: Create a seamless and intuitive user experience for selecting the mobile phone brand and model. Compatibility: Ensure compatibility with Shopify's platform and mobile responsiveness for a smooth experience across devices. Deliverables: Fully fun...

I'm fairly new to R, but need to apply linear regression to predict an outcome. I'd be grateful to work with someone who can guide me through this process. Ideal skills: - Expertise in R - Profound understanding of Linear Regression Experience: - Previous projects involving regression analysis - Proven results in predicting outcomes using R

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

I am seeking a skilled architect or drafter to create detailed facade, plan, and section drawings for four structures. Each drawing must be completed using a template I will provide to ensure consistency with the final output style. Scope of Work: Small Residential House (12 sqm) - I require a complete set of drawings (facade, plan, and section) for a small 18 square meter residential house. Reference images with dimensions are available. L-Shaped Small Residential House (65 sqm) - This task involves creating architectural drawings for a 65 square meter residential house in an L-shape. I will provide images with handwritten dimensions for guidance. Covered Outdoor Seating Area (24 sqm) - Drawings are needed for an outdoor seating area with a roof, covering 24 squar...

I require a proficient CAD designer to create a model for a compact fabric coating machine. This machine's main purpose is to augment the durability of fabric. Its unique features should include: - An adjustable setting mechanism to manipulate coat thickness - The capacity to handle fabric sizes above 2 meters Ideally, designers with experience in mechanical or industrial design, particularly in textile machinery, would be the best fit. They should understand the intricacies of fabric coating machinery including efficiency, maintenance, and user-friendliness. Deliverables will include a comprehensive CAD model and design documentation.

I'm in need of a clothing model perfect for catalogues literally showcasing casual wear. The target market for these specific clothes is the middle-aged adults, hence, someone relatable to this demographic would be fantastic. Your job will be mainly modelling and displaying a varied range of casual clothing items. Skills & Specifications: - Proven portfolio as a clothing model - Familiarity with different poses and expressions to suit the casual clothing style - Understanding of casual wear styling for the middle-aged demographic. Experience with catalogue work and in targeting the middle-aged market would be a real plus.

I am in need of a skilled professional who is proficient in creating financial models and performing valuations. The industry in focus is steel and power, so experience in these sectors is a major plus. In specific, we are looking for assistance in the area of financial forecasting. Key Tasks: - Create a detailed financial model for our steel and power business - Perform comprehensive valuations - Provide expert assistance in financial forecasting Ideal skills and experience: - In-depth expertise in financial modeling and valuations, particularly in the steel and power industry - Excellent understanding of financial forecasting methodologies and tools - Strong analytical skills for interpreting data and making financial decisions - Experience in evaluating project feasibility an...

I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

I need two lifelike, high-poly 3D models of a man and a woman. The models should be partially rigged for animation, with attention to: - Facial expressions Use a base model with all pre-built animation features as a foundation for all derived models. Preserve the animation features and the mesh itself. Add to derived 3D models the realistic textures for skin, eyes, hair etc. The textures and other needed components could be used out of the 3d library Degirum provided