Best design for architecture website jobs
...of sites to augment the LLM. Key Criteria for Success: Robust technical execution that meets core requirements Modular, extensible architecture for flexibility over time Quality, well-tested code delivered on time Clear, prompt communication throughout project Key Components: Text/file ingestion and vectorization Semantic similarity search in Milvus/SPTAG Local post-hoc model explanations Production-ready Flask/FastAPI UI Documentation and usage guides Document Ingestion (spaCy, Beautiful Soup, PyMuPDF): Scrape/ingest docs, extract text, handle formats Vectorization (Sentence/Doc2Vec): Convert text to distributed representations Vector Database (Milvus, SPTAG): Store/index vectors at scale for retrieval Semantic Search (FAISS): Leverage ANN for relat...
As a keen architecture enthusiast, I'm on the hunt for a skilled 3D artist, familiar with creating stunning visualizations of classical exteriors. Specifically, I require quality 3D architectural visualization that exceptionally captures every detail of classical architecture. Ideal skills & experience: - Strong expertise in 3D modeling and rendering - Extensive background in architectural exterior designs - Mastery in designing classical architectural visuals - Skills in relevant software like 3DS Max, Photoshop, V-Ray, or equivalent This project promises to be a unique opportunity to exhibit your extraordinary talent in bringing classical architecture to life in 3D. Provide samples of previous work for consideration during selection. I look ...
Project Overview: We are looking for a talented web developer or development team to transform our Excel workbook into a dynamic subscription-based web application. This workbook is integral to the operations of multiple educational institutions, featuring data management, automated calculations, and reporting capabilities. Project Goals: Seamless Transition from Excel to Web: Convert all functionalities, including complex formulas and VBA macros, from the Excel workbook into a web-based application. Robust Subscription Management: Develop a modular subscription system that allows for easy updates and the addition of new features. Future-Proof Architecture: The application should be built with scalability in mind, allowing for easy modifications and enhancemen...
I am seeking a skilful Photoshop expert to introduce more trees to an image of a mound adorned with arborvitae along my property line. This task specifically entails: - ...arborvitae along my property line. This task specifically entails: - Adding trees to the existing mound - The species of these additional trees should match the existing ones on the mound - The placement of these trees should be random, creating a natural and visually appealing look. The ideal freelancer should be proficient in Adobe Photoshop with a keen eye for the natural lay of landscapes and aesthetic presentation. Experience in architecture or landscaping designs would also be beneficial. I require absolute precision and attention to detail to ensure the added trees blend seamlessly with the exis...
...animations, as well as 3D graphics for a my YouTube videos. The primary aim is to achieve a photorealistic level of realism in the animations and graphics. I only needs small clips and static 3D Graphics to insert into my videos to help make the boring parts of the videos fun. Key Requirements: - Expertise in Unreal Engine: Proficiency in Unreal Engine is a must, with a proven track record in creating high-quality animations and graphics. - 3D Animation Skills: The ideal candidate should have experience in creating character, object, and environment animations for film/TV. - 3D Graphics Design: The project also involves designing 3D graphics, so skills in this area are essential. - Photorealistic Animation: The animations should be of top-notch quality, aiming ...
I'm looking for a skilled DevOps Engineer experienced in AWS to help design a robust architecture for my Spark and Sagemaker Machine Learning models. Key Requirements: - **AWS Services**: Your primary focus will be on utilizing Amazon S3 and Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - F...
...comprehensive solution for organizing and managing computer-based tests. Key Features Needed: - User Registration and Login: The software should allow for the creation and management of user accounts. - Question Bank Management: It needs to support the management of a database of test questions. - Test Scheduling and Timer: The software should also provide scheduling for tests and a timer feature for exam sessions. - Setting of Question Paper: The system should have a feature to set up question papers for each test. - Intuitive GUI for Examinee: A user-friendly graphical interface for test takers. - GUI for Result Preparation: Additionally, a graphical interface for staff to prepare and analyze results. Platform Compatibil...
I'm looking for a skilled graphic designer to create graphics and thumbnails for 10 videos on my YouTube channel (the channel is here: ) Your responsibilities will include: - Designing a banner image and channel art that have a cohesive and professional look. - Creating thumbnails for the videos that can impress and retain the attention of viewers. - Suggesting themes and color schemes for the channel graphics. Ideal skills and experience for this job: - Proficiency in graphic design, with prior experience in YouTube channel branding. - Creativity and strong visual design skills to create engaging and attention-grabbing visuals. - Ability to suggest and implement themes and color schemes that are appealing and suitable for t...
...analytics tool designed to integrate data from various advertising platforms, website activity, CRM, and Marketing Automation Platforms (MAP) to provide a unified view of marketing performance. We require a highly skilled and efficient Data Engineer or Architect who can handle data export processes, model and create tables and entity relationships, and develop an efficient and scalable database within a tight one-month deadline. ### Responsibilities: - Data Integration: connect and streamline data from multiple sources including ad platforms (like Google Ads, Facebook), website analytics tools (e.g., Google Analytics), CRM systems (e.g., Salesforce), and MAPs (e.g., HubSpot). - **Accelerated Database Design:** Design and implement a robust and scalable datab...
I'm seeking a residential architect with a keen eye for traditional design to help with the development of a new home project. Your task will involve translating my vision into a well-structured, appealing home plan. Key responsibilities: 1. Concept Development: Translate my traditional design vision into a comprehensive architectural plan. 2. Detailed Design: Produce detailed drawings and specifications to be used for construction. Ideal skills & experience: - Prior experience in residential architecture - Strong portfolio showcasing your traditional house design projects - Proficiency in architectural software programs. Your knowledge in traditional designs will play a pivotal role in realizing my dream home. I look forward...
...should be web-compatible and display a modern design aesthetic. Key functionality needed: - User and service providers Registration and Login: You should be able to effectively develop a secure and user-friendly registration/login system. - Search Functionality: Crucial to the project is a robust search functionality that provides users with relevant results connecting users with service providers depending upon geolocation. - Payment Processing: The application should include a seamless, secure payment processing system. - Service oriented architecture for plug and play type of services. Completely configurable. - Admin login to monitor for successful ,failed orders and transaction , reconciliation and generate reports. - Complete e-commerce site for...
...ReactJs and AWS ( For Technical Lead – Team lead experience required ) Experience – Lead – 9-+ years – 6-9 Years NP – Immediate – 10 Days Job Description As a Tech Lead, you will have key responsibility for the critical tech design and architecture decisions for your team. It is your responsibility to drive projects forward, mentor junior team members, ensure alignment with the company’s overall architectural direction, and contribute to continuous improvement initiatives. By delivering innovative and reliable software, you will contribute to the success of our organization and make a meaningful impact to thousands of customers and millions of users. What you’ll do ● Lead and develop high-qu...
I'm in need of a skilled architecture professional who can develop a comprehensive design for a small-scale, multi-purpose building. The project involves a versatile building that will encompass residential, commercial, and mixed-use functionalities. Key Requirements: - Detailed Architectural Design: This includes the layout of the building, spatial functionality, and structural elements. - Interior Design: The interior of the building must be aesthetically pleasing, functional, and serve the needs of both residential and commercial purposes. - Landscape Design: A cohesive and visually appealing design for the outdoor space. This will need to be flexible enough to accommodate the mixed-use aspect of the building. Ideal Freela...
...help with a short-term residential project. The ideal candidate would be well-versed in modern architecture and have a keen eye for open floor plans. Key Points: - Short-Term Residential Design: My project is focused on a residential property that needs a fresh and modern design approach. - Modern Style: I'm particularly interested in a modern architectural aesthetic. It's crucial for the architect to have a good understanding of this style. - Open Floor Plan: One of the key features of this project is the implementation of an open floor plan. This should be a central consideration for the architect. Ideal Skills: - Experienced in Residential Architecture: Previous experience in residential design is highly preferred....
...be responsible for developing a robust VPN server software or internet gateway software that can authenticate the certificates, keys, or other authentication methods sent by our existing client software and grant internet access. The software should be compatible with both rented hosting solutions and in-house servers. Additionally, you will be tasked with creating comprehensive server software instructions to enable easy deployment and management by non-technical personnel. Key Responsibilities: 1. Develop secure and reliable Wireguard exit nodes and VPN server software. 2. Ensure seamless integration of the server software with our existing client software and VPN router firmware. 3. Implement secure authentication mechanisms for client connections, including support ...
I'm on the lookout for a qualified individual to deliver high-quality architectural and structural drawings. The focus of this project is specifically on detailed sections. Key Requirements: - Demonstrate a strong understanding of architectural and structural drawings - Creation of high-quality section drawings - Apply standard scale conventions in your drawings - Ability to work meticulously and pay attention to fine details Ideal Skills: - Degree in Architecture or related fields - Proficient in using CAD tools - Excellent attention to detail - Prior experience in creating building sections professionally
I require a 3D model to be made of a mixed-use building, a mall with an apartment building. When it come's to details, it is simple since the overall shape is more important. (Not for commercial use). Examples will be attached for the desired outcome. Task Requirement: 1. Create a 3D model for Apartment + Mall (they're together) Only Outside! Zero interior required 2. Create the landscape on (simple, you can add/change components after discussion) 3. Create a simple Render for them. Will be Given 2D floor plans for: 2 Different apartment floors 2 Different Floor's for Mall 1 Top View Plan Ideal Skills: - Experience in a 3D modeling software (Sketchup or 3ds Max) - Experience in rendering modern architectural designs
The app is supposed to: - Search for specific product and add it in the cart with all needed information: delivery location, accessories, quantity. (Example: HP laptop with 14in size) - Compare the product price and service quality in the platforms and give results of the comparison. ( example: price in Amazon for the laptop is 1000$, delivery time is 3 days, the reviews are 4 star. Same for other platforms) - Direct the user to the selected platform to complete the purchase. (Example: to purchase the laptop from Amazon)
I am seeking an experienced...Start. It should enable users to select applications of their choice that will force run or auto-start upon device boot. An intuitive user interface for this selection process will be a valued feature. - Additionally, the app needs to support both portrait and landscape screen orientations. Flexibility in switching between the two, without any glitches, is paramount. - Prior experience in developing such system apps that play with Android's core settings would be highly advantageous. Undoubtedly, precision, compatibility, and user-friendliness should be the identity of this application. Applicants with a keen sense of Android system architecture, and a portfolio boasting similar projects will receive preferential review. Let's turn...
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...is built using an event-driven microservices architecture. REQUIRED SKILLS: 1-Proven expertise in designing, implementing, and managing applications built using event-driven microservices architecture 2-Proficient in integrating and consuming RESTful APIs to enable seamless communication between microservices 3-Skilled in testing and debugging microservices to ensure high performance, reliability, and scalability Identity and Access Management (IAM) 4-In-depth knowledge and hands-on experience with at least one of the following IAM solutions: 1.1 -Keycloak. 1.2-Casdoor. 5- Strong proficiency in Python programming language 6- Expertise in developing RESTful APIs using the Fast API framework 7- Proficient in utilizing MongoDB as a NoSQL database for storing and retr...
I need a designer to work on a residential townhouse project. Key Features: - It will be a three-story townhouse. - Main focus will be on the front view, both side views, and the street view with abutting residences. Ideal skills: - Experience in residential architecture design. - Familiar with space utilization. - Proficiency in 3D model rendering is a plus, but not necessary. Your responsibility will be to shape my vision into reality. Looking forward to working with you.
I'm looking to redevelop Yiu Tung Estate with a strong focus on enhancing gr...recreational areas. I need an expert to assist me in achieving this. Key Tasks: - Conceptualizing and designing green spaces with a recreational focus. - Ensuring that the creation of these green spaces is done in a way that aligns with consultation from residents. Ideal Skills and Experience: - Landscape architecture or urban design experience, with a specific focus on green space creation. - Previous work involving community consultation in a development or revitalization context. - A passion for environmental sustainability and a keen understanding of how community spaces can positively impact the environment. Your expertise in these areas will be pivotal in ensuring this re-deve...
...make the process of participating in opinion surveys more accessible and profitable for users. 1. Interface do Usuário (Frontend): Development of an intuitive and responsive interface for the overall administrative system and user back office. The overall administrative system should include pages for user management, transactions, surveys, and system settings. The user back office should provide easy access to personal data, token balance, transaction history, tasks performed, and direct referrals. Implementation of a personalized referral link for each user, allowing them to easily share the link to invite new users to the platform. 2. Backend e Lógica de Negócios: Development of a robust backend architecture to support the fu...
...in a file The main requirement for this project is to accurately measure the time taken to complete the entire process, including sending a file from the client to the server, computing the tasks, and returning the results to the clients. Ideal Skills and Experience: - Proficient in Java and Android app development - Strong understanding of networking principles and multi-client server applications - Experience with implementing complex algorithms, ideally bin packing - Solid knowledge on file handling and computation tasks - Previous experience in calculating process times Please note that while the project is focused on the Android platform, the server will be communicating with multiple mobile devices, so experience in multi-client server architecture is highly ben...
Urgent task needed: URGENT TASK NEEDED BEST CONTENT WRITERS REQUIRED
...big wordpress website 56BG moving from a slow reseller account to a VPS. No configuration necessary as keeping same domain name Current website is very slow and couldn't take a back up using updraftplus plugin I need all files and Database copying to new server and testing that it function OK I am in need of a specialist with broad experience in WordPress platform to move my website from its current location to a Virtual Private Server (VPS). Requirements: - Comprehensive knowledge of WordPress site architecture and components. - Extensive experience in website server migration, particularly to VPS hosting. - Ability to ensure that no data is lost during the migration process. - Skilled in backup creation and restoration. - Familiarity wit...
Hey everyone, I'm on the hunt for a talented backend developer to join me on an exciting journey to build something truly game-changing! Here's the deal: I've been working tirelessly on the frontend of an innovative app called Arthwise using React Native. It's all about democratising financial expertise and empowering users with valuable insights to navigate the world of investments. Now, I need someone with backend wizardry to help bring Arthwise to life! This isn't your typical job post – it's more of a collaborative side hustle. We'll be building something together that has the potential to change the game in the finance world. What I'm Looking For: Someone who's passionate about building scalable applications. Ex...
...control. - Dependencies management: You should have experience dealing with dependencies in Java applications, and be able to streamline and optimize these processes. - Configuration, release, and runtime processes: You'll also be responsible for ensuring that our application's configuration, release and runtime processes align with 12-Factor App best practices. In addition to your technical expertise, a strong understanding of software architecture, system design and the ability to communicate complex information clearly are all highly desirable for this role. Experience in application refactoring and working with large codebases is a big plus. If you're passionate about clean, scalable code and have experience applying the 12-Factor A...
...looking for a skilled image editor with experience in architecture visualizations. The task involves editing a set of images for realistic view settings and highly detailed environmental integration. Key Skills and Experience: - Proficiency with image editing software - Demonstrable experience in architecture image editing - Prior work with environmental integration - Strong attention to detail and realism The main objectives: - Create a realistic view setting for the architecture images - Ensure the visualization enhancements are highly detailed, incorporating environmental elements in a seamless manner. The purpose of these images will be for presentation/visualizations, so it's crucial that the final product is polished, real...
I'm in need of a skilled Flutter developer with experience in integrating G...and its ecosystem - Proven experience with GraphQL integration - Ability to develop custom UI/UX designs - Understanding of MVC architecture and its implementation in Flutter - Previous experience with user authentication, push notifications, and in-app purchases Your previous work should demonstrate your ability to create efficient, bug-free, and user-friendly apps. The ideal candidate will be a proactive problem-solver, able to work independently and adhere to timelines. Your attention to detail and focus on user experience will be critical in this project. Experience in testing and debugging is a plus. If you're a skilled Flutter and GraphQL developer looking for an exciting project,...
...as well as setting special attention or do-not-disturb contacts. o Help and Feedback: Provide help documentation and user feedback channels for users to get timely assistance when encountering issues during use. o Password Management: Forgot password, retrieve password, or change password. o Version Push: Users can manually update to the latest version. o Personalization Management: Users can customize certain personalized functions. o Wallet Binding: Users can bind wallet addresses on their own. o Hiseven Recharge: Provide Hiseven recharge function, users can top up on their own. • IM Module Development o Build IM Architecture Platform: Use Netty to implement instant messaging (IM) functionality in Java. o User Authentication: Used to verify u...
I'm looking to build a Flask Python serverless application. The main functionality of this app would revolve around API integration, specifically with social media platforms. The primary aim here is to fetch user data from these platforms. The ideal candidate for this job should have: - Profound experience with Flask Python - Prior experience in serverless architecture, particularly using AWS services such as API Gateway and Lambda - A strong understanding of social media API integration Please note that a comprehensive understanding of user data privacy and security is essential. The developer should be able to ensure that the data retrieved is used in accordance with the social media platforms' policies and regulations.
Project Title: Adalo Database Setup for Real Estate Mobile App Project Description: We are seeking an experienced database developer with proficiency in Adalo to complete the database setup for our mobile real estate application. The app’s interface design is complete, and we now require expertise in backend development to ensure that the data structures are optimized for performance, scalability, and future maintenance. *Please provide Adalo sample apps for reference* Current Status: Interface design with all the user-facing screens is completed. The app is designed to facilitate real estate transactions and interactions between buyers, sellers, and real estate agents. Screens for sign-up, log-in, property listings, filters, prope...
I'm seeking a skilled developer who can write a detailed report on a parallel computing project based on C++. Key Requirements: - Proficiency in C++ is a must. - In-depth knowledge of parallel computing principles. - Prior...project entails writing a comprehensive report that provides an overview of the parallel computing project, including its purpose, the technologies employed, the methods used, and the results achieved. Information regarding the parallel computing architecture is essential for the project's completion. 1) In depth knowledge of parallel computing 2) You will have to produce a report to questions to my satisfaction and there must be a lot of detail. I will not accept a final submission unless the standard is deemed to be acceptable myself Not ...
We are thrille...your question and upload to the contest entry so that we can pay you Reward Scheme: First Place: The person who asks the most interesting question will receive a reward of $100. Second Place: The second-best question will earn a reward of $50. Third Place: A reward of $25 will be given to the third-place question. We value your engagement and look forward to your insightful questions during the webinar! Registration Link: You are invited to a Zoom webinar. When: Apr 20, 2024 01:00 PM Eastern Time (US and Canada) Topic: Revolutionizing Real Estate Transactions! -- Register in advance for this webinar: After registering, you will receive a confirmation email containing information about joining the webinar.
...talented AI developer to bring my design for a web and mobile app to life. This app will focus on image creation and editing, with a unique emphasis on user-customizable AI image creation. Key Features: - Image Editing: The app should offer essential editing tools like filters and effects, crop and resize, and text overlays. These must be user-friendly and intuitive. - AI Image Creation: The app must allow users to interact with and customize AI-driven image creation. This feature should be seamless and engaging for the target audience. - Frontend Integration: You'll be responsible for developing the backend of the app. It's crucial that this backend efficiently supports the front end design I've already created. Backend Technology: - ...
...meet online hosting costs. Member Registration: Develop a module for member registration capturing key details such as Name, address, and any other contact information. Village, group, area, district, province, sub-group affiliation (e.g., Study circle, VSLA, commodity association etc.) Demographic information (age, gender, household size, etc.) Implement functionality to adapt and import member data from Excel sheets. Enable different access levels (Project team, Donors and trading partners) for viewing, analysis and with rights editing member profiles. Membership Subscription Tracking Design a system to track membership subscriptions and payments. Record subscription start dates, renewal dates, and payment history. Allow for online subscription tracking...
The project is to create Inverter automation to start export, stop export and charge the battery automatically using a microcontroller that can subscribe to the server to get spot prices to run the automation. Objectives: 1. Modbus read and write 2. ESP32 Webserver 3. Spot price subscribe 4. Calculatio...Inverter automation to start export, stop export and charge the battery automatically using a microcontroller that can subscribe to the server to get spot prices to run the automation. Objectives: 1. Modbus read and write 2. ESP32 Webserver 3. Spot price subscribe 4. Calculation / rules 5. MQTT Service (Server) 6. Price Service (Server) 7. Device Dashboard (Server) Project scope and system architecture are referred to the project brief documentation "Inverter Automation ...
I am in need of an expert illustrator who can transform a blueprint into a realistic house illustration. Key project requirements: * Convert the blueprint into a realistic illustration primarily focusing on architectural structures. * Use neutral colors for the illustration. Ideal skills and Experience: The ideal candidate for this project should have: * Strong experience in creating realistic illustrations, particularly architecture or real estate. * Proven ability to work with neutral color palettes. * A keen eye for architectural details. * Ability to interpret and utilize blueprints. If you fit this description, I encourage you to bid on this project. Explain your process briefly and provide examples of your previous work in similar projects. Let's ...
I'm seeking a skilled architecture renderer, who will help visualize a modern commercial building design for evaluation purposes. Your expertise is needed in generating detailed and high-quality renderings that will allow me to assess the design's strengths and areas for improvement. - Task: Create an architectural rendering of a commercial building, focusing on a modern aesthetic. - Purpose: This project is to aid the evaluation and potential modification of the design. The quality of your rendering should provide a realistic visualization to facilitate appraisal. - Style: Modern. Your technical skills in rendering modern architectural designs will be paramount. Please note that this graphics-oriented task requires meticulous attention to i...
I need a developer experienced in AWS or Heroku and serverless architecture to deploy a web application from a public GitHub repo. My project requires: - In-depth understanding and hands-on experience with AWS, specifically in deploying web apps. - Strong skills and knowledge in serverless architecture. - Ability to handle code from a public GitHub repository and turn it into a functioning web app on AWS. - I need to take a public GitHub Repo and deploy it to integrate with a custom GPT. repo link : Your job is to ensure seamless deployment of the repo, maintaining its functionality throughout the process. Someone who has done this before and can show past work will be ideal.
We are an IT consultant organization based in Spain. We are looking for help in the following project. Project description available in Spanish below. Project Description:We are seeking a freelance IT consultant to assist with the implementation of Peer-to-Peer (P2P) distribution solutions within our Microsoft SCCM environment. The project involves setting up either BranchCache with OSD Toolkit or Peer Cache to optimize the distribution of Windows 11 images across our network. The primary goal is to reduce network congestion and improve distribution speed while ensuring minimal disruption to our existing SCCM infrastructure. The consultant will collaborate closely with our internal IT team to define objectives, configure the P2P solutions, conduct a proof of concept (POC), and prov...
I'm looking for an expert in traditional farmhouse design to help me craft a beautiful and authentic layout for my new home. What's unique about this project is the number of bedrooms - I only need one. Skills and experience needed: - Expertise in traditional farmhouse architecture - Ability to highlight key architectural elements in a single-bedroom design - Knowledge of modern comfort demands within a traditional exterior - Strong communication and listening skills to understand my vision Despite the reduced bedroom number, I expect a well-proportioned design to fully utilize the intended space. You should have a keen eye for detail to ensure the end result is a practical and charming home. Since I haven't specified a ...
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 strong portfo...
I'm on the for someone with knowledge of web security to produce a detailed analysis report on selected CVE vulnerabilities associated with WordPress. This report is specifically for an academic project. Here are the particular CVEs for review: 1. CVE-2023-32243 2. CVE-2023-0084 I can provide the older versions of those plugins with bugs you just need to execute and create output on docker environment and add screenshots of execution showing how it exploits security and then the share the proposed mitigations in the report. You must have to cover the below mentioned points in the reports: briefly describe the architecture of the web application/framework describe the type(s) of vulnerability that is considered describe the vulnerabilities in detail de...
Title: Best Compatible Video Editing Software for Windows - Professional Use Skills and Experience Required: - Proficient in using video editing software on Windows operating system - Experience in professional video editing - Familiarity with beginner-level video editing software features and functions Project Description: I am looking for an experienced video editor who is proficient in using video editing software on the Windows operating system. The ideal candidate should have experience in professional video editing and be familiar with beginner-level video editing software features and functions. Key Requirements: 1. Compatibility with Windows: The video editing software should be compatible with Windows operating system, ensuring smooth and efficient performa...
... - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP, F1 score, and frames per second (FPS) analysis. This will help us gauge the model's accuracy and speed, two critical factors in its effectiveness. - Model Explanation: Offer an in-depth explanation of the model architecture. I would like to understand the internal workings of the model and how it detects objects in real-time. Ideal candidates for this project should have: - Strong TensorFlow expertise: The professional should be well-versed in Tens...
...need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object det...
