Datasets for machine learning projectspekerjaan
Total Mind Learning bergerak dibidang pendidikan dan pengembangan kemampuan individu dalam mencapai puncaknya
saya butuh sekitar 16ribu gambar dengan 4 jenis mobil ( sedan, suv, mpv, dan bus ). masing" kurang lebih 4000 tiap jenisnya. ukuran gambar harus fix 448 x 448. objek mobil tidak boleh terpotong, objek mobil minimal 50% dari keseluruhan gambar. setelah gambar buatkan annotationnya yang merupakan bounding box keberadaan object. format annotation mengikuti pasval voc. berbentuk xml. boleh menggunakan tools sendiri. atau menggunakan tools yg saya sediakan. cttn: jika tidak sanggup 16rb data bs nego, mungkin 4000 data saja per org yg mana berarti sy butuh 4 org. trims
Saya Ahli di bahasa pemrograman java ,php,c#,matlab,phyton, web programming codeigniter (mengutamakan erp) dan machine learning
EduTainment - Interactive Learning metode belajar yang menggabungkan antara materi pelajaran dan teknologi. Materi pelajaran dibuat dengan kemasan menarik (3D interactive) ditampilkan lewat media komputer, tablet atau interactive board.
I have developed an algorithm in Python as part of my learning process, focusing on Data Structures and Algorithms. However, I am experiencing difficulties in formatting it as per specific requirements. I am seeking expert guidance from professionals proficient in Python and algorithmic structuring to help resolve this issue efficiently. Please provide clear recommendations and solutions for optimal structuring and formatting of the algorithm.
I'm looking for an expert in MATLAB to assist with the design of a mechanical machine. Ideal skills for this project include: - Proficiency in MATLAB and its toolboxes - Experience in designing mechanical machines in MATLAB - Knowledge of machine design principles and mechanics Since the specific outputs have not been determined yet, a flexible and innovative approach will be valuable. The ability to create functional prototypes and generate comprehensive data reports will be a plus. Ultimately, I am looking for a professional who can help me bring this project to life.
Project Title: Curriculum Design for a 3-Day Music Workshop Objective: To create a 3-day interactive and engaging curriculum focused on “Vocal Modulation for Bollywood Songs.” The goal is to help participants enhance their vocal skills and confidence, transitioning from basic singing to more polished performance techniques. Project Scope: 1. Workshop Structure: • Duration: 3 days (1-2 hours per day) • Day-wise breakdown of topics and activities • Balance between theory, practical exercises, and participant interaction 2. Key Deliverables: • A detailed roadmap for all 3 days • Exercises or activities to engage participants • Learning outcomes for each day • Suggestions for additional resource...
I am looking for a resource with following JD (please read the JD properly and the geo location of the candidate) , do let me know if any one interested. Candidates from Bangladesh only, the project has Bangla spoken skills . It might also need a travel to Malaysia and Singapore onsite where needed. Job Summary: We are seeking a highly skilled Senior Flutter Developer with 7–8 years of professional experience in mobile application development, including extensive expertise in Flutter and Dart. The ideal candidate will possess a strong portfolio showcasing proven work in developing complex, high-performance mobile applications. This role requires in-depth knowledge of cross-platform development, leadership in project delivery, and a passion for creating seamless user ...
I'm seeking an expert in audio annotation to...in audio annotation to help me with a project that involves casual conversation recordings in Uzbek. The goal is to train a speech recognition machine learning model. Key Requirements: - Annotate casual conversation audio recordings in Uzbek - Ensure the annotations are precise and useful for training a machine learning model Ideal Skills: - Experience in audio annotation, particularly for speech recognition models - Proficiency in Uzbek - Understanding of machine learning training processes The audio recordings are not studio quality, but they are clear and suitable for this purpose. The ideal freelancer for this project will have a keen ear for detail and t...
I am seeking a skilled virtual deal closer with a strong background in architecture to assist with securing deals on a wide range of architectural projects, from residential to commercial and industrial. This role encompasses client outreach and follow-ups, proposal and contract creation, and negotiating terms and closing deals. The ideal candidate will have an understanding of architectural projects and markets on a local, national, and international scale. Key Responsibilities: - Client outreach and follow-ups - Proposal and contract creation - Negotiating terms and closing deals Ideal Skills and Experience: - Strong background in architecture - Experience with client outreach and follow-ups - Proficient in proposal and contract creation - Skilled in negotiating terms an...
I'm seeking a Serbian language tutor for my 1st to 5th-grade students. The goal is to make learning enjoyable and engaging through the use of storytelling and visual aids, particularly videos and animations. Key responsibilities include: - Conducting online lessons on Microsoft Teams - Implementing storytelling as a primary teaching method - Utilizing videos and animations to support learning Ideal candidates should have: - Experience teaching Serbian to young learners - Proficiency in using Microsoft Teams - Creative and engaging teaching methods - Ability to make lessons fun and interactive
I am looking for a skilled developer to create an automation script or robot that works with Google Chrome or Internet Explorer. The robot will interact with multiple Airbnb listing tabs that I will open manually. The key functionalities include: 1. Automated Message Sending: • The robot should click the “Send Message” button on each Airbnb host’s profile in the open tabs. • Copy a pre-written message (provided by me). • Paste and send the message to the host. 2. Timed Execution: • After sending the message in one tab, the robot should wait 45 minutes before moving to the next tab and repeating the process. 3. Error Handling and Notifications: • If there is an error or issue while sending a message (e.g., a blocked request, failed s...
I'm seeking a freelancer to apply to 100 entry-level data science roles on LinkedIn on my behalf. The cover letters will follow a general template, but the applicatio...100 entry-level data science roles on LinkedIn on my behalf. The cover letters will follow a general template, but the applications will highlight my skills and experiences in programming languages, data analysis and visualization, and machine learning projects. Ideal skills and experience for the job: - Proficiency in LinkedIn job application process. - Familiarity with data science roles. - Ability to highlight specific skills in cover letters. - Excellent understanding of programming languages, data analysis and visualization, and machine learning projects. - Experie...
...specifically focused on crafting minimalistic and clean infographics or diagrams to depict learning roadmaps. These tech-specific designs will primarily be utilized on my LinkedIn profile. Ideal Skills and Experience: - Proficiency in creating engaging, minimalistic and clean infographics or diagrams - Experience with tech-specific design, particularly for LinkedIn - No specific software preference, but experience with Adobe Illustrator, Canva, or Sketch is a plus Your role will primarily entail: - Developing and designing tech-specific, minimalistic infographics or diagrams for LinkedIn - Crafting engaging visual content to depict learning roadmaps I am open to any software or tool you prefer for creating the diagrams, as long as the final product...
I'm seeking a seasoned SEO professional to enhance the ranking of my local Learning Management System (LMS) website. The ultimate goal is to secure the #1 spot on search engines. Key Requirements: - Expertise in keyword optimization - Proficient in on-page SEO - Skilled in link building The ideal candidate will have a proven track record of improving local SEO for LMS sites. They should be adept at identifying relevant keywords, optimizing site content, and building quality links to elevate our search engine visibility. Ultimately, I aim to attract more local customers to my LMS platform.
I'm in search of an experienced instructional designer who can ...an experienced instructional designer who can create engaging, intermediate-level e-learning modules in French, focused on technical training. Key Deliverables: - Design and develop interactive e-learning modules, aimed at delivering intermediate-level technical training. - Ensure all content is delivered in high-quality French. - Utilize instructional design best practices to enhance learner engagement and knowledge retention. Ideal Skills: - Proven experience in instructional design, particularly for e-learning modules. - Excellent command over French, both written and spoken. - Strong understanding of technical training content and delivery. - Familiarity with instructional design softwa...
I'm looking for someone to create a set of flashcards for medical study. The flashcards should include both text and images, as this will aid in the learning process and help to visually reinforce the information. - To offer a platform of flashcards written and reviewed by expert in the field and enhanced by studying methods like spaced repetition and active recall - Basic flashcards structure with addition of difficulty labeling after answering and associated with brief explanation Examples: Similar to apps like ANKI but wanted a more user friendly platform It also has similar Q bank site
I'm seek...knowledge and deep expertise in Stata and R. The task involves running a Random Effect Tobit Model on two small, clean datasets. Key Tasks: - Conduct a panel data analysis using the Random Effect Tobit Model. - Use both Stata and R to obtain the results. - Deliver regression results, model fit statistics, and the codes used for the analysis in a clear and organized manner. The analysis should incorporate all relevant data without focusing on specific variables or relationships. Additionally, I require heteroskedasticity tests to be performed on the model. Ideal Skills: - Proficiency in Stata and R. - Extensive understanding of econometric analysis. - Ability to provide code used for analysis in a clear manner. Please note, the quality of your code...
We are looking for a highly skilled developer/team to create a state-of-the-art AI Text-to-Speech (TTS) system that produces indistinguishably realistic human-like voiceovers in English, Dutch, and Spanish. This system will be used in various professional applications, including: Masterclasses and seminars Podcasts Audiobooks Marketing and promotional content Virtual assistants E-learning platforms Internal training materials Video dubbing Key Requirements: Human-like Quality: The system must deliver voiceovers that are indistinguishable from real human voices. If listeners can detect that the audio is AI-generated in any scenario, no payment will be made. Emotional Nuance: The TTS system must support emotional expression (e.g., happiness, sadness, excitement) to make voic...
...content to our viewers and help them achieve their language learning goals. We’re passionate about education, creativity, and delivering content that truly resonates with our audience. We value creativity, attention to detail, and the willingness to grow with our channel. Project Overview: - Sync and insert provided Canva slides content at the appropriate moments within the video. Rather than using FCPX's titles, we create our titles and graphics in Canva, export them to 4K PNG image files and import them into the project's timeline. - Apply transitions and effects to maintain a smooth and professional flow. - Ensure that the final video aligns with our brand aesthetics and educational style. - Collaborate with our content creators for feedback and revisio...
I am looking for an experienced professional who can help build a comprehensive dealer network for selling 3D excavator machine control. Key Responsibilities: - Full provision sales: You will be in charge of all aspects of sales, from planning to execution. - Dealer Network Creation: You will build and manage a network of dealers who will sell our system. - Industry Knowledge: Familiarity with the technology sector, specifically the construction market, will be critical to your success. Ideal Skills: - Sales experience: Proven track record in sales, particularly in the constructionindustry. - Network Building: Experience in creating and managing dealer networks. - Industry Insight: In-depth knowledge of the construction industry for 3D machine control...
I'm looking for a seasoned data and machine learning expert to enhance our existing React dashboard. The primary focus is to improve the accuracy of our predictions. Currently, we're not using any specific machine learning algorithms, so there's room for you to implement optimal strategies. You will be working with API responses, so a strong understanding of data handling and processing is key. Collaboration with our development team is essential, as we aim to implement best practices in both data processing and machine learning model integration. Ideal Skills and Experience: - Proficient in Machine Learning and Data Handling - Strong background in front-end React Development - Experience in working with...
I'm in need of an experienced Email Marketer to help increase our leads for our Arabic language, Quran and Islamic Sciences school. The primary goal of this campaign is to boost our student enrollment numbers. Content: - The emails should primarily contain updates on our courses and events, with the aim of enticing students to join our school. - The content should be engaging, informative, and tailored to appeal to students interested in learning Arabic. Target Audience: - The main focus of this campaign should be targeting students who are interested in learning Arabic. Ideal Skills and Experience: - Proven experience in email marketing, particularly in the education sector, would be advantageous. - Ability to create captivating content that resonates wi...
Hello there! I am in need of a React-based website to serve as the fast and responsive front-end interface for this application. This website will integrate seamlessly with our database, ensuring a smooth and efficient user experience. React's component-based architecture will allow for modular development and future scalability. Here’s a high-level overview of the application, broken down into key components: Dashboard A centralized hub displaying important metrics, charts, and quick actions for managing certifications, employees, and reports. Certification Management Tools to manage certifications, including creating, editing, and importing them, along with a history of changes for tracking. Position Management Functionality to configure job posi...
...habilidades financieras necesarias para analizar informes bursátiles y contables, con un enfoque en el uso de herramientas tecnológicas y la importancia de la interpretación crítica de datos: Financial Analysis Skills for Interpreting Market Reports The modern financial landscape is characterized by an overwhelming volume of data, making it imperative for analysts to possess a robust skill set to effectively interpret market reports and make informed investment decisions. A deep understanding of financial accounting, coupled with proficiency in data analysis tools, is essential for navigating the complexities of the financial world. Core Financial Accounting Knowledge At the heart of financial analysis is a solid grounding in financial ...
I'm in search of a skilled technical trainer for intermediate-level, in-person workshops focusing on Data Structures and Algorithms (DSA), Machine Learning (ML), and Artificial Intelligence (AI). Key Requirements: - Engage and educate an intermediate-level audience on DSA, ML, and AI. - Design and deliver interactive, practical, in-person workshops. - Tailor content to meet the needs of the learners. - Foster a hands-on, collaborative learning environment. Ideal Skills: - Extensive knowledge and experience in DSA, ML, and AI. - Proven track record of conducting successful technical training. - Excellent communication and interpersonal skills. - Ability to simplify complex concepts for better understanding.
I'm looking for a developer who can create an engaging and interactive mobile app for both iOS and Android. This app will allow guests to purchase and participate in two microlearning courses, complete with a variety of multimedia elements and playful questions. Key Features: - Guest access without the need for registration or login. - Payment gateway for course access. - a choice of different microlearning courses in hospitalty. I need the set-up, as I will write and create the content for the course myself. - Course content to include: videos, interactive quizzes, images, multiple choice questions, and connect-the-words exercises, set in correct priority, ... - Automatic email delivery of a course completion certificate. Ideal Skills: - Cross-pla...
...**8.5 x 11** layout can be designed with a modern, positive, and vibrant theme featuring **purple, black, and orange** for a beautiful aesthetic: --- ### **Design Concept: Positive Affirmations Layout** #### **Header (Top Section):** - **Background:** A gradient starting with a rich **purple** at the top, transitioning into **black** towards the center. - **Text:** "" written in **bold, elegant white font** with a subtle **orange glow** around the text. - Below it, "POSITIVE AFFIRMATIONS" in uppercase, bold **orange font**, centered for attention. - Add a small **subheading**: “Focused on Autosuggestion and Positivity” in white or soft gray for contrast. --- #### **Main Content (Affirmations):** - **Background:** ...
I'm seeking a professional to design an education-focused software for me. The main purpose of this software is to facilitate the creation of customized question papers. Key Features: - Ability to generate question papers from a question bank based on specified criteria such as marks and difficulty level - User-friendly interface Ideal Skills: - Experience in designing e-learning or educational software - Understanding of question paper creation process - Ability to create intuitive, user-friendly software Please provide your relevant portfolio and examples of similar projects you've completed.
I'm looking for an experienced WordPress developer who can create a Learning Management System (LMS) platform on WordPress. The LMS should support three user roles: Students, Instructors, and Administrators. Key features of the LMS: - Course Content: The courses will include a variety of content types such as video lectures, quizzes and assignments, as well as PDF and text documents. - Course Access: Each user should have an individual login per course. Ideal candidates for this project should have: - Extensive experience in WordPress development. - Prior experience in developing LMS platforms. - A good understanding of the requirements for supporting different user roles. - Ability to integrate various types of course content. - Skill in creating secure...
I'm looking for someone that can develop engaging English mini word games for my students to use on multiple Chromebooks simultaneously. The games should be designed to help improve their vocabulary and spelling skills in a fun and interactive way. Key Features: - Designed as word games to enhance English learning - Compatible with multiple Chromebooks for simultaneous use - Incorporates a high score leaderboard for competitive spirit and motivation Ideal Skills and Experience: - Proven experience in game development, especially in creating educational games - Strong understanding of word games and their potential for language learning - Experience with developing for Chromebook - Ability to incorporate multiplayer features...
...permettons à une équipe de collaborateur de partager une maison au vert pour y travailler et créer du lien pendant quelques jours. Nous recherchons un consultant freelance en Outbound Lead Generation capable de mettre en place et de piloter une stratégie performante et adaptée à notre cible. Pour visualiser notre site web : Mission : Objectifs : - Mettre en place une "machine" à leads prévisible et scalable, générant un flux continu de rendez-vous qualifiés. - Optimiser notre stratégie outbound en utilisant les meilleures pratiques pour atteindre nos cibles principales : - Cible 1 : CEO, PDG, Fondateur (entreprises de 20 à 100 employés). - Cible 2 : RH, Office Manager,...
...website and become more visible online. our website about Arabic language learning and resources, I have all the content as well as examples of all pages (exactly similar services) as references. I am available to discuss this in a call. Key Features: - Secure user accounts with both Email and Social Media Login options, primarily Google, Facebook and Instagram - A dedicated section for individuals, schools and enterprises to have access to LMS, complete with a separate login for authors - Seamless integration with our Facebook and Instagram page, allowing followers to see every new post directly on the website Portfolio Section: Development of a visually organized portfolio section to present completed projects effectively. Inclusion of images, project d...
We are looking for a freelancer with proven experience in fine-tuning Gemini and Ollama models, for text classification tasks. Our project involves a dataset composed of over 10,000 records of police reports, each classified into categories such as Robbery, Theft, Fraud, among others. The training could be online, but the model should run locally, which, is already working. Key Information: All records are stored in our database, and we can export them to a JSONL format for training purposes. Currently, without fine-tuning, we achieve an accuracy of 60%. Objective: Achieve a classification accuracy above 90% by fine-tuning models. The final model should be capable of receiving a new police report and accurately predicting the corresponding category. Requirements: Exp...
*** IxDF Local Group Community Manager *** Do you have a natural flair for connecting with people and an interest in design? Do you have an eye for detail and a desire to help people achieve their goals? We’re looking for a Community Manager to help us on our mission to democratize design education. We’re not just a learning platform—we’re the largest community for designers and design enthusiasts in the world. At Interaction Design Foundation (IxDF), we’ve already helped over 165,000 graduates to improve their skill sets and careers—but we’re just getting started! Our ever-growing community now needs a passionate community who will drive, shape, and grow the conversation around great design everywhere. *** Wha...
Job Description: I’m looking for a skilled social media expert to help manage and grow my Xiaohongshu (RED) account. My main goal is to attract students—both adults and younger learners (ages 8–18)—interested in improving their English skills and convert them into private students. Since Xiaohongshu does not allow direct advertising of private lessons(i think..), the focus will be on creating engaging, educational posts that showcase my expertise as an English teacher in a subtle but effective way. Responsibilities: Design and create visually appealing, high-quality posts (images, carousels, or short videos) for different audiences: Adults: Content focused on Business and Travel English, such as professional vocabulary, email writing tips, and convers...
Prepare the new file using the Black River project as example Intersect the OOB terrain with image grid, then copy and paste resulting lines onto terrain Transfer map tile textures onto the terrain since OOB textures are very low quality Import DWG Create an extrusion for site, intersect Create two unique components for the site - existing and new Extrude roads, then intersect with new site If sloping site, regrade to max 8% slope. I use Artisan plugin for this. Place equipment as per dwg
*** IxDF Local Group Community Manager *** Do you have a natural flair for connecting with people and an interest in design? Do you have an eye for detail and a desire to help people achieve their goals? We’re looking for a Community Manager to help us on our mission to democratize design education. We’re not just a learning platform—we’re the largest community for designers and design enthusiasts in the world. At Interaction Design Foundation (IxDF), we’ve already helped over 165,000 graduates to improve their skill sets and careers—but we’re just getting started! Our ever-growing community now needs a passionate community who will drive, shape, and grow the conversation around great design everywhere. *** Wha...
I'm seeking a skilled data scientist to create a full Machine Learning model using SVM, GA-SVM (Genetic Algorithm Optimized SVM), and gcForest. The task involves evaluating their performance based on the following metrics: Accuracy, Precision, Recall, F1-Score, and AUC-ROC. The validation method to be employed is Stratified K-Fold Cross-Validation. Key Details - Dataset: Custom dataset in CSV format - Preprocessing: The dataset is already preprocessed, so no additional handling of missing values or feature scaling is necessary. Ideal Skills - Proficient in SVM and gcForest - Experience with Genetic Algorithms - Strong understanding of performance metrics - Familiarity with Stratified K-Fold Cross-Validation Project deadline: 2 weeks (if possible)
I'm looking for a professional content editor to refine a 10-chapter course curriculum, with each chapter containing about 15 pages. The course primarily deals with Music and instrument learning and includes images and text with illustrations.
This is a Mental Health awareness campaign project I created as part of a competition, and one of the first projects I created and designed myself, as this project is personal to me as I have seen Rising concerns about stress, anxiety, and burnout in educational environments and a lack of Need for accessible, innovative solutions to support mental well-being so come up with the idea of design tools and platforms that empower resilience and promote holistic well-being and the Mental Health Crisis in Education and challeneges the Overwhelming academic pressure and Increasing rates of anxiety and depression, High levels of burnout and job dissatisfaction, lack of support systems, Stigma around mental health, limited access to resources .impact of poor mental health leads to dimi...
I'm looking for an expert to enhance the loading speed of my Learndash LMS, particularly on individual course pages. The main focus should be on improving performance related to interactive elements such as quizzes and assignments. Key Tasks: - Analyze and optimize page loading speed on individual course pages - Identify and clean up unnecessary plugins - Enhance user experience by ensuring smooth interaction with course content Ideal Skills and Experience: - Extensive experience with Learndash LMS - Proven track record in website speed optimization - Proficient in troubleshooting and resolving performance issues - Experience in plugin management and clean-up - Strong understanding of interactive learning elements and their impact on performance
I am seeking a talented graphic designer to rebrand our case studies, flyers and powerpoints. The ideal professional will have a modern and sleek design approach and will be able to incorporate a consistent rebranded house style across our flyers, case studies, posters, and PowerPoints. Key Requirements: - Design of case studies in a modern and sleek style - Use of a consistent rebranded house style across all materials - Ability to apply a modern and sleek design to other materials such as flyers, posters and PowerPoints Skills and Experience: - Proven experience in PowerPoint - Strong portfolio demonstrating modern and sleek design style - Experience in designing case studies, flyers, posters and PowerPoints - Excellent understanding of brand consistency and rebranding processes
I'm seeking a data scientist experienced in Python and machine learning to help me predict employee turnover and analyze the results with visualizations. - Model Building: You will primarily be working with regression models to predict turnover based on various factors. - Data Visualization: The analysis should include line charts to visualize trends and patterns over time. Ideal candidates will have a strong background in data science, particularly in using Python for machine learning and data analysis. Experience with HR data would be a plus. Please note, the specific data sources for this project will be provided upon the commencement of the project.
...reliance on a CSV file for management. Feature Engineering The extracted features should include: • ATR (Average True Range) • Bollinger Bands • Moving averages • Logarithmic returns (Additional suggestions and implementations are welcome.) For this specific part, training an LSTM model is advised. Modeling 1. Train a GARCH(1,1) or GARCH(2,1) model on the logarithmic returns time series. 2. Use the predicted volatility as an input feature for the LSTM model. 3. Create time sequences for the LSTM model using a sliding window technique. 4. Incorporate GARCH predictions as an additional feature. • LSTM Layer: Include one or more layers with dropout to reduce overfitting. • Dense Layer: Output the positive and negative volatility ...
...sections such as Home, About Us, Services, Industries Served, Case Studies, Blog, Contact Us, etc. A scalable structure should be implemented to accommodate future updates. Content Development: The freelancer will be responsible for creating high-quality, engaging, and SEO-optimized content for the website. If necessary, we will provide supporting content, but the freelancer should have the ability to handle complete content creation. Copyright and Originality: All design elements, including icons, images, graphics, and other media, must be original or properly licensed for commercial use. The freelancer must ensure no copyrighted material is used without obtaining appropriate licenses or permissions. The website design and structure should be entirely original an...
...campaigns independently. Regularly provide updates and seek inputs for strategic alignment. Shopify Store Management: Import products into Shopify, ensure accurate inventory syncing, and maintain stock levels. Create and optimize visually appealing product pages using tools like Gem Pages. Organize collections and ensure smooth backend operations. Strategy Development & Execution: Develop and refine strategies for product selection, ad targeting, and workflow optimization. Identify and implement process improvements for better efficiency and results. Facebook Ad Campaigns: Plan, execute, and optimize Facebook Ads campaigns to maximize ROI. Monitor campaign performance and provide actionable insights for improvement. Learning & Adapt...
Prototype for AI-Based Disease Monitoring Using Social Media Data Project Overview: We are looking for a freelancer to develop a simple prototype for a project that monitors disease-related trends using social media data (e.g., Twitter). This is a proof-of-concept project intended to explore feasibility, and we plan to expand it into a larger project once we get confidance. The main goal is to extract and analyze basic trends using natural language processing (NLP) and machine learning, along with simple visualizations. --- Scope of Work: 1. Data Collection: Collect a small dataset of tweets or public health data using the Twitter API or any other publicly available source. Focus on disease-related keywords (e.g., “flu,” “dengue...