Keras classification exampletrabajos

...garantizar la fiabilidad y la escalabilidad de la aplicación. 6. Tecnologías de pruebas: - Selenium, JUnit, y Postman para garantizar la calidad y la fiabilidad del sistema. 7. Tecnologías de colaboración y gestión de proyectos: - GitHub, Trello, y Asana para garantizar la eficiencia y la colaboración en el desarrollo del proyecto. 8. Tecnologías de análisis de datos: - TensorFlow, Keras, y Scikit-learn para mejorar la eficiencia y la productividad del sistema. 9. Tecnologías de navegación: - React Router, Vue Router, y Angular Router para mejorar la experiencia del usuario en la aplicación web. Consideraciones de Seguridad: - Implementar autenticación segura y manejo de sesiones....

...across various European countries. The success of this project hinges on the accuracy and reliability of the data collected, which will be crucial for optimizing the routes for overland freight transport. Project Objectives: Toll Station Identification: Locate all toll stations in the assigned countries. Geographic Coordinates Registration: Document the precise coordinates of each station. Classification by Highway: Compile a list categorized by highway with the gathered information. Deliverables: A comprehensive list of toll stations with the highway name and geographic coordinates. Documentation on the data collection and verification methodology. Files in CSV or Excel format containing the compiled information. Additional Information: We include a sample file to guide the r...

Tengo un negocio de un centro de masajes, el cual he recopilado información de más de 350 clientes en un mes. Los datos recopilados son los siguientes: fecha, h...decisiones respecto a esta información, solicito la asesoría de un analista de datos o desarrollador de aprendizaje automático o desarrollador de algoritmos/modelos que me permitan analizar la data existente y futura. Mi objetivo principal es aumentar el número de sesiones e ingresos. Se de la existencia de herramientas de software que pueden ayudarme a este propósito: Tensorflow, scikit-learn, keras,etc No sé si sea necesario aplicar estas herramientas, tomando en cuenta que la data con la que cuento es inicial (el negocio es nuevo) tal vez podemos contar con otras h...

...Ciencias de la Computación, Ingeniería, Matemáticas u otro campo relacionado. Se valorará positivamente la educación avanzada en IA y Aprendizaje Profundo. Experiencia demostrada en el desarrollo de modelos de IA aplicados a la visión por computadora, generación de imágenes o tareas similares. Conocimiento profundo de frameworks y bibliotecas de IA y Aprendizaje Profundo, como TensorFlow, PyTorch, Keras, etc. Experiencia práctica con técnicas de procesamiento de imágenes, redes neuronales convolucionales (CNN) y modelos generativos. Dominio de lenguajes de programación como Python y habilidades sólidas en programación orientada a objetos. Capacidad para trabajar de manera autó...

Necesito realiazar una aplicacion prototipo que menu y funciones basicas de crud. El sistema debe presentar una interface y diseño profesional y moderna.

Necesito crea una plataforma web, android y ios con un tema de social network que pueda monetizar bajo suscripción y regalos entre usuarios y hacer una entrada para crear eventos con market place

Hemos extraído información histórica de un perfil de Twitter y deseamos analizarla. Esta información está en formato JSON y contiene comentarios y opiniones de usuarios en español principalmente. Alcances del proyecto: ◉ Clasificación de la ...de los comentarios y su intensidad (%)(Ejm: positivo, negativo, neutro). ◉ Clasificación de los comentarios por motivo (Ejm: Atencion al cliente, Tarjetas, Deudas, Abonos, etc) ◉ Clasificación de las emociones de los comentarios (Ejm: Alegría, enojo, miedo, repulsión, sorpresa, tristeza). Herramientas y algoritmos a utilizar: ◉ Google Colab. ◉ Python (pandas, nltk, tensorflow, numpy, sklearn, keras, etc ) ◉ Word Embeddings en español. ◉ Red Neuronal Recurren...

Seria un problema de detección de objetos en una serie de imágenes, contamos con un data set de imágenes donde hay coches bicicletas, peatones... Y el proyecto sería pasar una imágen y detectar el comportamiento: cuantos coches hay, peatones bicicletas... Usando redes convolucionales, bibliotecas como keras, tensorflow, YOLO. Necesito a alguien que hable en español

Se busca pr...calidad, eficiencia y eficacia Requisitos - Experiencia comprobada como ingeniero en machine learning o un cargo similar -Experiencia en reconocimiento facial con machine learning. - alta comprensión de estructuramiento y modelado de datos, - alta lógica algorítmica para modelos robustos en python, java, c, matlab - Conocimiento de los marcos de aprendizaje automático y aprendizaje profundo como Keras o Pytorch y de librerías como tensorflow, opencv, theano - Competente en inglés y bases de datos - Excelentes habilidades analíticas y de resolución de problemas - Cursos de machine learning o Python. - Ser ingeniero electrónico o de sistemas o afines, en ciencias de la computación o matemát...

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Tengo unas imágenes en 3d de un proyecto arquitectónico, pero el proyecto sufrió algunas modificaciones, cuento con archivos .FBX, y necesito actualizar las imágenes y los archivos al nuevo proyecto. Requiero una imagen como la que subí, y además el archivo .FBX modificado I need an image like the one provided, and the modified .FBX file. The .FBX files provided belong to the previous layout. The .pdf is the new layout. I need the .jpg and the modified .FBX

crear un ejemplo en java de android para conectar a un webservice

Se requieren desarrolladores con conocimientos en Tensor Flow / Keras para desarrollar una red neuronal para el tratamiento de una base de datos de imágenes. Además en la segunda parte del proyecto se deberá desarrollar una arquitectura bigdata para la clasificación de un dataset en streaming mediante Spark y Hadoop.

Necesito desarrolladores con conocimientos en DEEP LEARNING y BIG DATA para realizar varios ejercicios Los ejercicios consisten en : - Redes neuronales mediante un ejercicio realizado con TENSORFLOW Y KERAS - PYTHON - Streaming Data con tecnología HADOOP y SPARK - JAVA DIFICULTAD: BAJA/MEDIA

Busco una persona que me pueda brindar clases sobre la libreria Keras y que la maneja a la perfección.

Buenas tardes, estamos...entrada de los datos se realizará en formato CSV separado por comas. La implementación puede realizarse en R, Python o Java. La salida debe incluir gráficas comparativas incluyenso precisión, exactitud (accuracy), el cálculo de la curva ROC y la justificación de la parametrización que se hace de los algoritmos. Referencias Performance Metrics for Classification problems in Machine Learning Filtrado y selección de subconjuntos de atributos basada en su relevancia descriptiva para la clase

Proyecto de detección de vehículos en la vía pública y seguimiento. La idea es poder detectar y separar l...video habiendo un crop de la imagen para un posterior análisis. El jpg extraído es el de aquel vehículo que cruzo la línea virtual colocada en el video, por eso es necesario identificar y separar el vehículo en todo momento de su trayecto y la correcta detección de la placa de la patente del mismo. Para realizar tal proyecto las habilidades a tener en cuenta son el manejo de por ejemplo YOLO, KERAS, TENSORFLOW, OPENCV, PYTHON, (software para el desarrollo de visión artificial y machine learning) Un ejemplo de parte de lo deseado en la detección de placas de patente está en el siguien...

Example :

I need an infographic for a system called conektame can find more information in I need the following information in addition to a design that explain each point and letter size attracts attention and fully configure it for my text and images that can be manipulated in Photoshop: 1.- What is Conektame? Turn your Wi-Fi connection in a modern marketing tool 2.-How does it work? A drawing illustrating and text that says A) the client requests to connect to the free wifi B) the client connects to the wireless network without Internet access C) the system asks him conektame like, follow or answer a short survey D) reward for their customers free wifi 3. Know your customers With our extensive range of tense to access individual reports and statistics about your customers to mor...

Busco hacer una pagina web donde pueda vender toda clase productos nuevos y usados.Y ayudar a las personas a vender sus productos por medio de mi pagina, teniendo yo el control total de la negociacion con los prospectos. Quiero que pueda tener un shoping cart y c...teniendo yo el control total de la negociacion con los prospectos. Quiero que pueda tener un shoping cart y comunicacion con prospectos. Enlaces con paginas de alto pagerank. Yo me encargo del manejo de las redes sociales sin embargo necesito un branding y un diseño de estas. Me interesa mucho que el codigo fuente este optimizado con programacion SEO, con metatags como Robots, googlebot, author, classification, description, keywords etc. No tengo ningun diseño de logo o pagina en absoluto. Acabo de comprar m...

I'm seeking an expert in P...for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experience in text classificati...

I need a machine learning model developed in Python. This model should be able to evalua...model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning models in...

Entity Classification Election, after form is signed our office will mail out the form to IRS

Looking for help in modifying an existing python script and related sql database table The current script - (1) scrapes company financial data from website and populates database (2) scrapes news related to keywords from google news (3)sentiment classification of news items (4)pushes data to sql database The company names and keywords are currently hardcoded in the script Requirement- (1) Company names/urls/keywords (will be provided) to be put in master table in the database (2) The script to loop through and scrape the relevant data and put in database

...analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from email sources is highly desirable. - Understanding of Sentiment Analysis & Email...

I am working on a classification problem with logistic regression and L1 and L2 regularization. I have a code that kind of works but it needs to be cleaned up and checked that it employs the right methods.. more details will be shared over a chat

I need a minimal working example of PPPOS in IDF framework v4.4.7. The requeriments are: - Minimal example with SIM800L modem. - Create and configure esp_netif for PPP (create the driver, and task to receive data from modem and send to esp_netif) - Configure the modem via AT commands (PPP conection ATD*99#) - After succesfull connection, make a http request for testing. The most important thing: DO NOT USE esp_modem component. The example must do not use any component, simply the esp_netif API.

...ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available for this project includes some scanned exam files. The output I need requires cropped images from the required coordinates so that each different question is saved into different folder, and the name of the files are given as the number of questions. For example: "Math_14", "Math_15". So the most important text that is required to be accurately read is the number/order of questions. Very close example of what I've tried so far is the following. It did not work well with the examples I used but...

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of

I need a skilled freelancer to install an...company, accessible I suppose by teamviewer or similar. The client is a waste recycling services company. The particular thing about this business is that there are various types of clients, Customer delivering waste to be proessed. Client who contracts waste management at home. Customer who buys recycled material. Entities that receive final non-recyclable garbage. Has waste reception, classification and separation process, manufacturing of final product Dispatch of recycled materials, final products and garbage. We do NOT want to activate the billing module, maybe export or exchange with the current system. Please present a work plan, estimating times, delivery dates, and value to be paid per delivery. Contact by ....for more...

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic reg...dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and wel...

...am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience ...

I'm in need of an original NLP model that can match the performanc...BTech project. Key Project Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification, and named entity recognition - Excellent communication skills to ensure project objectives are met wit...

As part...with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Please ensure your proposal covers your experiences in these areas and includes any rele...

I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me un...undisclosed business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the ability to assign...

...detailed and engaging descriptions, including: - Overview: Brief introduction to the product. - Details: Materials, dimensions, and features. - Features: Design inspiration, intended use, special characteristics. - Care Instructions: Guidelines for product maintenance. - Tag Optimization: Use relevant and varied keywords to improve searchability. - Category and Attribute Selection: Ensure accurate classification for each product. - Personalization Options: Clearly outline any available customization options. - SEO Optimization ( most important) : Integrate keywords naturally into the title, description, and tags. Requirements: Proven experience in managing and optimizing Etsy listings, preferably in the fashion or jewellery niche. Strong understanding of Etsy SEO and best practi...

I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of synta...errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abili...

...primary objectives of this urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, includ...

I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I'd be very interested in t...

I'm seeking a Junior AI Oracle Developer to assist with market trend analysis in the cryptocurrency space. The primary focus for this project is Python. Key Responsibilities: - Utili...for market trend analysis in the cryptocurrency sector. - Conduct in-depth research and data analysis to inform these models. - Regularly report on market trends based on AI insights. Ideal Candidate: - 1-2 years of experience in AI and Python. - Strong understanding of market analysis and trends, particularly within the cryptocurrency sector. - Prior work with Solidity, TensorFlow, PyTorch, or Keras would be beneficial but not essential. - Ability to adapt and learn quickly in a fast-paced environment. Please be prepared to share examples of your work or portfolios that showcase your skills ...

I am in need of a seasoned Python AI/ML developer who specializes in Natural Language Processing, specifically focusing on Text Classification. The task is complex and requires a high level of skill and understanding of AI/ML algorithms. Ideal Skills: - Proficient in Python - Strong experience with AI/ML - Expertise in Natural Language Processing - Track record of successful text classification projects - High attention to detail The successful candidate will deliver a robust and accurate Python AI/ML code that can effectively classify text materials. The developed software should accurately sort and classify written content according to specified categories. This could lead to further similar work for the right candidate. Your previous work experience in similar projects ...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm in need of a skilled professional who can develop a video analytics and processing tool for me. This tool will primarily be used to ...used to analyze video files in MP4, AVI, and MOV formats. The core requirements for this project are: - Vehicle Counting: The tool should be able to accurately count the number of vehicles in a given video file. - Vehicle Classification: It should also be able to classify the vehicles in those videos by type. The ideal completion timeframe for this project is within a month. Given the complexity of the task, I'm keen on working with someone who has prior experience in developing AI-based video analytics tools, particularly in the realm of vehicle counting and classification. If you've got the skills and the experience, I l...

I am seeking a professional with experience in clinical prediction model development to create a tailored system for my organization. This project will focus on using patient demographic information, medical histories, and clinical observations to identify high-risk patients. The desired output of this model is twofold: 1. The Probability of high-risk classification - this will enable us to determine the likelihood of a patient being categorized as high risk. 2. The Severity level of risk - this information will quantify the degree of risk associated with each patient. Preferred skills and experiences for this project are: - Clear understanding of clinical data and how to interpret it. - Proven experience building predictive models, especially in a clinical or medical setting. - ...

Implement a BERT model for text classification to filter emotions of Twitter posts based on their content.

I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both ...My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion ...

...classifications (A, B, C) and demand patterns to inform strategic purchasing and product placement decisions. 3. Functional Requirements 3.1 Inventory Management Product data management: Maintain a comprehensive database of products with attributes (SKU, name, description, unit cost, etc.). Inventory tracking: Track stock levels across all locations (warehouses and branches) in real-time. ABC Classification: Classify products into A, B, and C categories based on Pareto analysis (annual demand value or other chosen parameter). Minimum reorder point (ROP) calculation: Automatically calculate optimal reorder points for each product considering lead time, demand variability, and safety stock. Purchase order generation: Generate purchase orders for suppliers based on calculated reor...

...processes. This project aims to improve the classification accuracy of predominantly product and entertainment videos. The specialist should keenly and proficiently handle tasks including: - Video Editing: Refining the quality and premises of the videos. - Video Encoding: Converting video files from one format to another without compromising their quality. - Video Transcoding: Transforming videos into different formats for smooth viewership across several platforms. The ideal freelancer should have a proven track record of accuracy in video classification and experience in video processing techniques such as editing, encoding, and transcoding. The ultimate goal here is to enhance the search capabilities of the videos through improved classification accuracy. Being...

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

...skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can co...