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...ingesting, analyzing, and responding to support issues using machine learning techniques. Project Description: The tool will allow end users to upload tickets, logs, configs, and other pertinent files. It will parse, extract, and vectorize content to understand issues. An explainable ML model like LIME will then diagnose the problem and provide steps, code samples, etc to resolve it. The LLM will be RAG augmented based on a vector protocol of a list 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 Sema...

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 forward...

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 enhancements with...

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I'm in need of a proficient developer to build me a simple QuickBooks online application. This application should be geared towards triggering real-time dispatch of event data on items/products inventory to a webhook like Zapier. Below are the specific requirements: - Dispatching of Item Names, Quantities, and Prices: The application should be able to send all item/product data particularly item names, quantities, and prices from QuickBooks to Zapier. - Real-Time Data Dispatch: The application should be able to dispatch this data in real-time to ensure high responsiveness and accuracy of data. Ideal skills and experience: - Demonstrable experience in creating QuickBooks integrations - Familiarity with Zapier webhooks - Knowledge of inventory data management - Strong coding skills w...

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: - Adding trees to the existing mound - The specie...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 existing en...

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. - Familiarity with designing architectures fo...

I'm using Spring Boot 2.4.5 and looking for an expert in Apache Camel for a complex integration project. Key Requirements: - Handling data integration across various systems, including databases, REST APIs, and file systems. - Primarily, the task involves data transformation. Your role will be: - Developing efficient routes and integration patterns using Apache Camel. - Ensuring seamless data transformation across multiple systems. Ideal candidates should have: - Proficiency in Spring Boot and Apache Camel, with a proven track record of similar projects. - Strong understanding of data transformation techniques. - Familiarity with various types of integration, particularly database, REST API, and file system integration. This is a challenging project...

I'm in need of a software developer to create a comprehensiv...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 Compatibility: - Based on client-server architecture, the software will be set up to function on a local server. Ideal Skills and Experience: - Proficiency in software development, specifically with a focus on creating user-friendly interfaces and database management. - Experience with creating and managing server-client architecture. - Strong understanding of test-taking procedures and test preparation. If you're confident in your ability to deliver a top-notch computer-based test software, p...

I am looking for a skilled and experienced Full stack developer with Hands-on experience in Java Hands-on experience in Angular/ REACT Hands on experience on AWS RDS/AWS S3/Oracle/AWS Athena/ SQL In-depth knowledge in Core Java, Spring framework and RESTful API Services, Apache Camel, CI/CD Jenkins, Containerization Experience with AWS Cloud and its services like EC2, Athena, Lambda, S3, SQS and Cloud Formation Experience in writing JUnit test cases Problem-solving abilities

...implement ETL (Extract, Transform, Load) processes to clean, transform, and load data into the database swiftly. - Documentation: Produce concise and clear documentation on the data architecture, ER diagrams, and ETL processes to support ongoing maintenance and scalability. - Collaborative and Rapid Execution: Work closely with the project manager and other team members to ensure alignment of the database design with business requirements and analytics goals, within the stipulated time frame. #Requirements: - Extensive experience as a Data Engineer, Database Architect, or similar role with a strong focus on rapid project execution. - Expertise in handling tight deadlines and delivering complex projects quickly. - Strong understanding of API integrations and experie...

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 to your innovative and creative id...

...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 processing to order. The suc...

...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-quality working software, with a solid design and architecture that is consistent with our overall company-wide approach ● Provide technical guidance and mentorship to less experienced team members ● Partner with Architecture...

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 Freelancer: - Experienced in Architecture...

I'm currently seeking an architect to 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 i...

...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 for certificates, keys, or other authentication methods. 4. Design a scalable server architecture suitable for hosting on rented solutions and in-house servers. 5. Develop a secure server setup process, including: - VPN servers and one in-house Master server - iPXE-based boot process for VPN servers to fetch encrypted disk images from the Master server - Verification of kernel and initrd signatures to ensure integrity before booting 6. Integrate client access to our websi...

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

I am seeking an experienced Android developer who can create a bespoke application tailored to specific needs. The following points detail the required functionalities: - The core functionality of the app revolves around Auto Start. It should enable users to select applicati...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 this c...

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We need an experienced full-stack developer to participate in building the backend of a chatbot, which 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 F...

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 green spaces, specifically to create recreational areas. I need an expert to assist me in achieving this....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-development pro...

...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 functionalities of administration and user back office. Implementation of business logic to calculate token appreciation based on survey responses and manage the referral and commissioning system. Payment management system to process transactions related to token purchases and referral commissions. 3. Integrações de Pagamento: Int...

...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 b...

...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 with DNS and IP configurations for the new server. The task must be completed with minimal downtime and no loss of data/functionality. Please note, ...

...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. Experience with backend development, RESTful APIs, and microservices. Familiarity with database management (SQL/NOSQL) and cloud services. A creative problem solver with a knack for turning ideas into reality. What You'll Do: Set up the backend architecture. Implement core and advance functionalities. Database Management Monitoring and Performance Optimization and much more If you're up for the challenge and want to be part of something special, let's chat! Drop me a message with your experience and let's see if we're a match made in coding heaven. Looking forward to hearing from you! (Attach...

...Java, JavaScript, and PL-SQL, as well as familiar with Oracle Database, PL-SQL Developer, Oracle SQL Developer, Eclipse. The project involves writing comprehensive tests for a range of technologies including: - Java and JavaScript. - Spring Framework. - Oracle Database. - XML and JSON. - Junit. - Eclipse/Intellij. - PL-SQL Developer. - Utilizing Github and other version control tools. The ideal candidate must have a deep understanding and practical experience with these technologies. The project has an urgent timeline, so the selected candidate must be able to work under pressure and deliver high-quality results quickly. Ideal Skills: - Proficient in Java, Spring Framework, Oracle, XML, JSON, Junit, and JavaScript. - Experienced with Eclipse/Intellij, PL-...

...The main goal of this project is to apply these principles to our existing application, to enhance its scalability, maintainability, performance and more. Key aspects of the project include: - Codebase management and version control: You'll be tasked with setting up a robust codebase management system that ensures version 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 ...

I'm 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, realistic, and artisticall...

I'm in need of a skilled Flutter developer with experience in integrating GraphQL. The project involves building a customer-centric app compatible with iOS, Android, and Web platforms. Your primary tasks will include implementing a Model-View-Controller (MVC) structure, ensuring smooth user authentication, push notification, and in-app purchase features. Key Requirements: - Proficiency in Flutter 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 idea...

...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 user identity, common authentication methods include username and password, OAuth, two-step verification, etc. o Presence Management: Manage and display user statuses such as online, offline, busy, invisible, etc. o Message Transfer: Implement messag...

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, property details, chat functionality, an...

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 experience working with parallel computing architectures, particularly shared memory, is desired. The 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 b...

...supports the front end design I've already created. Backend Technology: - Hybrid Approach: I'm looking for a backend that's a hybrid of serverless architecture for the AI components and a containerized environment for user data. This will ensure optimal performance and scalability for the app. Skills and Experience: - Proficiency in AI development and image processing. - Experience with app development, particularly with creating intuitive UI/UX for image editing apps. - Expertise in serverless architecture, particularly for AI implementation. - Familiarity with containerized applications and handling sensitive user data securely. This project is an exciting opportunity for any developer looking to create a cutting-edge app that combines AI, image ...

...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 with the flexibility to transition to offline tracking based on user capacity. ...

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. 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 Project "

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 intricate details of a...

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.

...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 provide ongoing support and guidance throughout ...

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 certain feature as the most importa...

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 h...modeling, texturing, and lighting. Proficiency in industry-standard 3D software. A strong portfolio showcasing past product visualisation projects. Exceptional attention to detail and consistent delivery of high-quality results. Excellent communication skills and ability to work effectively in a team. Preferred Qualifications: Experience across multiple industries like home improvements, and architecture. Familiarity with compositing and post-production techniques. Knowledge of motion graphics and animation. Understanding of photography principles a...

...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 describe how to exploit the v...

...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 TensorFlow and have experience in converting models from other frameworks to TensorFlow. - Object Detection Experience: A history of working on object detection models is crucial. Experience in surveillan...

...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 detection - Capable of explaining complex technical concepts in a clear and concise manner - Able to provide detailed code snippets and architecture explanations to ensure ...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is availa...assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image input sizes. Dataset wil...