Keras binary classificationproiecte

called automatic labeling of reviews with Clustering, it can be done by automatic labeling of texts, you should have a set of reviews labeled positively / negatively and then run an automatic classifier that learns from these labels after to run such of the classifier you must first "clean" the text, remove all words without content, figure out what words you have left (bring them to the dictionary form) and then see if based on the remaining words the classifier can determine the class of your review: poz or neg .... with a small interface. Python has these clarifiers in English ... romanian: Se numește etichetarea automata a recenziilor cu Clustering, se poate face prin etichetarea automata a textelor, tu ar trebui sa ai un set de recenzii etichetate pozitiv/negativ si apoi s...

Jobul presupune promovarea serviciilor de turism si E-learning. Ca promoter al brandului nostru vei avea acces la clubul nostru exclusivist de turism, prin care tu si cei carora le promovezi oferta veti avea parte de discounturi considerabile la hoteluri, bilete de avion, etc. Pe langa asta, oferim si cursuri pentru dezvoltare personala, motivational si psihologie, precum si cursuri despre Binary trading, Forex si Crypto. Daca esti o persoana comunicativa si intreprinzatoare te asteptam cu bratele deschise.

2 exercises with compress/decompress and regression/classification

Am un proiect pentru un client in dezvoltare -> si am nevoie de ajutorul unui programator la implementarea urmatoarelor lucruri - modulele de mai jos. Site-ul va fi in wordpress. Module gasite conform criteriilor clientului: - payperview sistem: - mlm: - membership wpmu pentru control acces: - logare prin facebook in cont - plata prin card bancar, mobilpay (ori prin membership plugin wpmu ori prin mlm). Un brief sumar la ceea ce doreste clientul: - tv online – difuzare video - sectiune free 24 / 24 difuzare program - in timp preschimbare abonament lunar cu acces la

How the app works: 1) Log in with Instagram API only (First time only: short tutorial) 2) Collects coins by liking pictures 3) Spend coins by asking for own picture on Instagram to be liked X times 4) Instagram picture is submitted i...revmob, charboost, and applovin 4) Must be able to integrate in-app purchases 5) Good English 6) Ready to begin now and can complete quickly/will complete project on time Please provide: 1) Price for iPhone app only (may want iPad app later and Google Play app later) 2) Length of time to complete I can create the app icon, create app screenshots, set up in-app purchases, submit the binary to Apple, and set up all other parts of iTunes Connect to save time and money. I can provide you with IDs for Chartboost, Revmob, and Applovin. ...

...to analyze a sizable set of numerical data- comprising over 70,000 samples. Your task will be to make use of the training and test data I will provide to yield the most accurate predictions for the test data. Although I'm open to recommendations, my initial thoughts are to base this on Classification or Clustering methodologies. Your expertise in selecting and utilizing the most efficient algorithm is crucial. Requirements include: * Proven experience in machine learning, specifically with Classification and Clustering algorithms * Strong understanding of how to handle and analyze numerical data * Ability to deliver accurate predictions using large datasets. In your bid, please detail your experience with similar projects. Also, your suggestions for the machine l...

I'm looking for a Machine Learning Engineer with specialized skills in developing and training Zero-shot Learning models for image classification. Key Tasks: - Data Preprocessing: You'll be responsible for cleaning and preparing a dataset of 1,000 - 10,000 images for training the model. - Model Selection and Evaluation: Your expertise in selecting the most appropriate model for this task will be crucial. - Feature Engineering: Extracting and selecting informative features from the images will be a key part of the project. Ideal Candidate: - Strong background in machine learning, particularly with Zero-shot Learning models. - Proficiency in data preprocessing and feature engineering, particularly with image data. - Experience with model selection and evaluation in a simi...

I'm looking...project that involves identifying patterns in customer behavior data. Key Requirements: - Proficiency in Python for data analysis - Extensive experience working with customer behavior data - Ability to create and present insights using visual charts Tasks Involved: - Importing and cleaning the provided customer behavior data - Applying appropriate data analysis techniques to uncover patterns(classification problem) - Presenting the findings through visually engaging charts The ideal candidate would have a strong background in data analysis and visualization techniques, especially in the context of customer behavior data. Experience in using Python libraries for data manipulation and chart creation is also essential.

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

I am looking to create a software that supports binary options trading specifically for the Pocket Option platform. Your expertise in software development and understanding of the intricacies of binary options trading will be crucial for this project. Key Features: - Real-Time Market Data: The software should be able to provide up-to-date, real-time market data to support trading decisions. - Trade Signals/Alerts: The inclusion of trade signals/alerts will help in identifying potential profitable trades. - Customizable Trading Strategies: The software should allow for the implementation of custom trading strategies to suit different trading styles. Your role will involve: - Developing a user-friendly interface that supports trading on the Pocket Option platform. - Ensuring ...

I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance i...The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision transformer models, and what are their typical advantages and disadvantages when it comes to diagnosin...

I'm in need of a skilled Flutter developer with knowledge of ONNX model integration for offline classification. I will provide the model in that format and also the flutter project. I need you to integrate so tbat it runs offline on device. They are finetunes distilbert model. My budget is 30 euros and 2 days maximum. If you are interested only then bid

...answers on the last pages with proper explanations. Ideal Skills: Proficiency in Python programming. Experience in API development. Familiarity with question bank systems is advantageous. Knowledge of AI tools and techniques. Some Points need to be considered: Question Complexity Level: The complexity level of the questions can be categorized into beginner, intermediate, and advanced. This classification may depend on the knowledge base used for question generation. PDF Download Options: Primary focus is on developing APIs for the requirement. However user can either save into device or open it within application and it should be password protected with user login password. User Interface Design Preferences: The user interface (UI) design falls outside the scope of this ...

...specialist capable of conducting image classification for facial detection using the YOLOv9 model on Colab. The primary goal is to pin-point and categorize human face images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific fac...

I need an expert in Natural Language Processing, specifically in sentiment analysis and text classification, to assist with my project. While I haven't chosen a programming language for this task, I am open to suggestions. It's currently unclear if I will need a pre-trained or custom NLP model, so both options should be explored. Best fit for the job would include: - Extensive experience in NLP, especially sentiment analysis and text classification - Ability to provide insights on different programming languages for the task - Experience with both pre-trained and custom NLP models.

I'm urgently in need of a bookkeeper who can accurately categorize my last financial year's bank transactions and prepare them for inclusion in the General ledger. This task is primarily for tax filing purposes. My business currently operates on Quickfile so proficiency in this software is essential. Transactions classification is available in Excel, I'll be prioritizing freelancers who can demonstrate: - A strong background in bookkeeping - Knowledge of tax preparation, ideally within EXCEL - Quickfile experience - Proven ability to meet stringent deadlines. Your role will involve the correct categorization of numerous transactions, ensuring everything is in order for tax filing. Please be ready to start this project immediately as completion is needed ASAP.

...deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **Software Development Best Practices**: Understanding of software engineering principles, such as version control with Git, continuous integration/co...

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

...We're looking for a logo that reflects our commitment to cutting-edge technology, reliability, and customer satisfaction. The logo should convey professionalism, trustworthiness, and modernity. It should be clean, versatile, and memorable, capable of representing our brand across various platforms and mediums. We envision a design that incorporates elements related to technology, such as circuits, binary code, or abstract shapes that evoke connectivity and progress. Overall, we're seeking a logo that captures the essence of our company's expertise and dedication to helping our clients succeed in the digital age Key Requirements: - **Style**: The logo should be abstract in nature, reflecting our brand's forward-thinking approach. - **Composition**: The logo sh...

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'm seeking a professional in machine learning to help with an automated image classification project. Key requirements: - Experience in machine learning, specifically image classification - Strong understanding of Logistic Regression and Neural Networks - Strong understanding of key concepts within Machine Learning IMPORTANT: MUST BE ABLE TO POST REGULAR UPDATES AND PROJECT MUST BE FINISHED WITHIN 2-3 DAYS Your responsibilities if you take on this project would include: - Developing and training a machine learning model on images of objects - Training and testing of new model based on ResNet-18 - Testing and optimizing the model for accuracy - Outputting metrics such as accuracy, F1 score, precision recall curves etc - Visualise model performance through relevant p...

...explanation for its classification and an estimation of uncertainty. Responsibilities: - Data Labeling: Review each sample in the dataset and assign it to the appropriate quality class (B, C, or D) based on predefined criteria. - Explanation: Provide a comprehensive description for each sample's classification, detailing the specific features and characteristics that led to its placement in a particular quality class. - Uncertainty Estimation: Assess and document the level of uncertainty associated with each classification, considering factors such as data variability and subjective interpretation. - Preparation and Training: Before commencing the labeling task, you will undergo an introductory training session to familiarize with the dataset and the criteria...

I'm urgently looking for a skilled Flutter d...Flutter developer who can expertly integrate a BERT machine learning model into an existing app. The app is functional on both iOS and Android platforms. Here are the key project requirements: - Ability to flawlessly integrate BERT model into my app - Enhance the app with added text classification functionality Your experience should include but not limited to: - Proven history in Flutter development - Past performance of app development for iOS and Android platforms - Experience in adding text classification functionality It would be an added advantage if you have a clear understanding and past experience of implementing machine learning techniques on mobile platforms. Engage with me if you meet these criteria for a re...

I have a project that requires Image Classification and Path Finding Implementation. Please see attached. As a part of project, I will need you to explain to me your work because I have to present it. Budget is 60aud, slightly negotiable! I need work done today! If you re free to start immediately, please message me!

I'm seeking a developer to create an application compatible with the Quotex binary options platform. It will receive signals for executing trades through manual input, and notify me of these signals via push notifications. Key Requirements: - Compatibility: The application should be designed specifically for Quotex. - Signal Reception: I need a reliable system for receiving trade signals. As I will input this information manually, it must have an intuitive interface. - Notification System: The application should notify me of signals, so I'm looking for a developer who can implement a push notification system. Overall, I'm looking for a skilled developer who has experience working with financial platforms, and can create a user-friendly, efficient application for my ...

I am seeking a Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing using AI - Ability to work with and integrate AI image processing code The task involves handling image processing tasks using AI, most likely image classification, object detection and segmentation. The outcome of the task is to have a functioning AI image processing code. Please get in touch if you have the necessary expertise.

I have a project that requires Image Classification and Path Finding Implementation. I need you to do this project for me asap, and to explain to me how it works since I have to present it. If you re free to start immediately, please message me!

I'm in need of a Standalone STM32 SWD programmer that can flash firmware without the need for connection to a computer. The programmer should be powered by a battery. The binary firmware files will be on a SD card with an XML file with the processor type to prevent it being loaded on an incorrect processor. The unit will have buttons and LED's to start the process and indicate the progress and supply 3.3v to the processor board There a number of projects on github that could be used as a starting point such as Key Requirements: - Stand-alone Programming: The system should be capable of flashing firmware into STM 32 microcontrollers without the need for a computer connection. - Battery Powered: I require the programmer to be powered by a battery. Ideal

I'm seeking a professional in machine learning to help with an automated image classification project. Key requirements: - Experience in machine learning, specifically image classification - Strong understanding of Logistic Regression and Neural Networks - Strong understanding of key concepts within Machine Learning Your responsibilities if you take on this project would include: - Developing and training a machine learning model on images of objects - Training and testing of new model based on ResNet-18 - Testing and optimizing the model for accuracy - Outputting metrics such as accuracy, F1 score, precision recall curves etc - Visualise model performance through relevant plots (e.g., confusion matrix, receiver operating characteristic curve, precision recall curv...

I need an experienced professional who can use Convolutional Neural Ne...user-generated videos. Since this project involves working with user-generated content, the ideal candidate should have prior experience or familiarity with similar work. Key Responsibilities: - Improve search accuracy by effectively classifying the video dataset - Enhance recommendation systems - Analyze user behavior based on classification results Applicants should pay special attention to: - Providing proof of experience in using CNN for video classification tasks - Describing previous successes in improving search accuracy and enhancing recommendation systems, especially with user-generated content. With your expertise, we can properly structure our dataset, thereby improving our overall syst...

Looking for an experienced sound engineer for feminist artist Delilah Bon. Your primary focus will be on live band setup; this includes setting up audio equipment, sound checks, and any necessary audio adjustments for a band comprising 1-3 individuals. Also looking to help increase the number of women/ non binary/ trans working in music so particularly welcome applications from people that fit this criteria. Festivals and Uk/ European tour booked. Ideal Skills and Experience: - own transport - Extensive knowledge of audio equipment and live sound engineering, including playback to a track/ click for the drummer/ FOH sound - Previous experience working on live music concerts - Ability to troubleshoot and make adjustments on-the-fly - must be willing to have FUN!!! You will be jo...

...Transition to Binary Code with Keyboard Noise: After the RPM gauge animation, smoothly transition to a close-up shot of a computer screen displaying lines of binary code. As the transition occurs, include keyboard typing noises to add realism. The binary code should gradually fill the screen, conveying data processing or programming. Text Overlay and Audio Effects: Overlay the binary code with text that reads "@CARSHACKED," gradually appearing as the binary code scrolls down the screen. Include appropriate sound effects to mimic keyboard typing during this process. Integration of RPM and Binary Code: At the point where the RPM gauge shows 100, seamlessly integrate the binary file into the RPM gauge display. As the gauge needle r...

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I am in need of a specialized individual or team to conduct thorough geotechnical logging for infrastructure projects. Key aspects of the project include: -Field Logging soil using the Unified Soil Classification System -Field Logging rock cores for weathering, hardness, fracturing, percent recovery, rock quality designation -Completing field logs either on paper or with pLog Tablet -Leading drill crews from site to site -Preserving samples with foil and or plastic bags -Keeping track of hours and communicating with Project Manager -Assist with laboratory testing such as moisture content, atterberg limits, sieve analysis -Assist with utility locates and drill rig accessibility -Must be eligible to work in the USA -Must have a USA state issued Drivers License Ideal Skills and...

As the architect of a Tauri SvelteKit application, I am in need of someone to integrate an external binary/package into my native app during the build process. The main goal is to be able to include an external app bundle, making this a task largely requiring a good understanding of the Tauri SvelteKit utilities, app packaging procedures and external binary/package inclusion in a native app at build time. Ideal skills for this project are: - Proficiency in Tauri technologies - Excellent grasp of SvelteKit - Strong understanding of app build and packaging processes - Pre-existing experience with external binary/package inclusion in native apps. The end product will be a seamless native application, inclusive of the desired external app bundle, functioning as expec...

...me develop a system capable of identifying different types of brain tumors from MRI images. The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of transfer learning techniques The final deliverable of this project should be a functional ...

...Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The notebook shows how to load the dataset. &...

...particularly Convolutional Neural Networks (CNN), and experience with popular frameworks like Tensorflow and Keras. The project will revolve around object detection using images as the primary data source. Key Requirements: - Object Detection: The primary goal of this project is to accurately detect objects in images. It is important that the model is able to identify objects of a specific size, so having experience in this area will be crucial. - Deep Learning Expertise: You should be well-versed in deep learning concepts, particularly CNNs. This will be essential in developing an effective object detection model. - Framework Proficiency: Experience working with frameworks like Tensorflow and Keras is a must. You should be able to leverage these tools to implement the ...

I'm seeking a proficient data scraper to extract both text and numeric data from a specified website for me. Key Responsibilities: - Scraping text and numeric data from a specified website. Desired Output: - The scraped data should be delivered in an Excel file format. Ideal Skills and Experience: - Proficient in web scraping, particularly for text and numeric data. - Familiarity with extracting data from websites. - Experience with delivering data in Excel format. Looking forward to receiving your proposals.

...cleaning and encoding the data and training an SVM model for classification. Key tasks: - Data preparation: Your main responsibility will be cleaning and encoding the data. This involves preparing the data for analysis and ensuring its quality. - Model training and evaluation: Once the data is ready, you'll train an SVM model for classification. This will involve running the model, analyzing its performance, and making necessary adjustments. Your experience with data preprocessing, particularly cleaning and encoding, will be crucial for this project. As you'll be working with both numeric and categorical data, it's important that you're comfortable handling both types. The main goal of the SVM model you'll be building is classification. ...

I'm looking for an intelligent computer vision system designed for the fashion industry with proficiency in these tasks: - Image classification: Your task will be to classify images according to the type, style or design of the clothing pieces. - Object detection: The system should detect different objects in an image helping with style recommendation. - Style recommendation: Based on the image classification and object detection, the system should provide intelligent style recommendations. - Image imposition: The system should be capable of imposing a dress image onto an individual. The imposition should apply the image to a person successfully and convincingly in an automated manner while also providing options for manual adjustments. Skills and Experience: - Strong ...

... I'm seeking a capable developer who excels in Python and AI to deploy my image classification project to a Tromero GPU Instance server. The main goal of the project is to classify different types of intruders. Key details: - Objective: Prioritize image classification specifically for intruders. - Intruder Categories: The AI needs to be capable of differentiating between two distinct intruder profiles. - Server Deployment: Deploy the Python-based AI project on a Tromero server. - Pulse Audio Libraries: Proper configuration of pulse audio libraries is required. The ideal candidate should have the following skills and experience: - Proficient in Python and AI, specifically in the field of image classification. - Familiarity with configuring and managing Trome...

I'm seeking a skilled freelancer in Python programming with a deep understanding of machine learning a...a deep understanding of machine learning algorithms. The main goal of this project is to create a machine learning model with Python that can be used for classification, regression, or clustering. It's important that the freelancer is able to provide explanations of the code and the underlying algorithms used. This is crucial as I'd like to understand the process and logic behind the model. Chat with me for full project details. Ideal skills and experience for this project include: - Proficiency in Python - Strong background in machine learning algorithms - Ability to clearly explain complex topics - Previous experience with classification, regression, and ...

I'm looking for a skilled individual who can enhance the squash equation in CapsuleNet to improve the accuracy of image classification. The focus will be on medical images, and the ideal candidate will be able to introduce a new method that has not been used in this context before. Key requirements: - Expertise in CapsuleNet and its squash equation - Strong background in image classification, particularly with medical images - Ability to innovate and introduce novel techniques to improve accuracy The successful applicant will help us push the boundaries of what's possible in medical image classification, and contribute to the development of cutting-edge technology.

This is a small project about Transformers to a problem of interest. You can pick any problem/dataset and implement a Transformer-based model to conduct a task (e.g., classification, regression, etc.) should consist: 1. Description of dataset/task. 2. Transformer Implementation 3. Transformer component changes. anything you need to change to make the model perform the task at hand (e.g., embeddings, output layer, etc.) 4. Training/Evaluation.

...input(seperate datasets are present for both text and image') and classify the meme into given labels for my project. here is my project Key Tasks: - Handling various Natural Language Processing tasks such as text classification, image classification - Development of a Multimodel Classifier that can effectively analyze text and images. Requirements: - Proficiency in Python for implementing the Multimodel Classifier. - Prior experience in Natural Language Processing and developing classification models. - Ability to work with text and image data for training the classifier. It's essential that the freelancer has a strong understanding of NLP techniques and can create a robust, efficient Multimodel Classifier. Looking forward to working with someone

This project is aimed at creating a two-model neural network code, in Python, for classifying a car ...the provided code. The freelancer should have: - High level understanding and experience in Python programming - Extensive knowledge and experience with neural networks - Ability to clearly explain complex programming models - Experience with Kaggle datasets is a bonus The scope of the project includes: - Data cleaning and preparation, if needed - Building two neural network models for classification of dataset - Providing a detailed explanation of the process and the functionality of the models in the code. The end deliverable should be an efficient Python code that classifies the car crash dataset using two neural networks models, and a comprehensive explanation of how they...

I'm looking for an experienced programmer in Python with a specialization in machine learning and deep learning. The project requires the development of a Classification model. The model's primary goal is to process and analyze natural language text. Key requirements include: - Proficiency in Programming: Fluency in Python is essential for this project. - Machine Learning Expertise: Experience in classification models is a must. I'm looking for a self-driven and motivated individual who can deliver high-quality work within the agreed timelines. If this sounds like you, I look forward to hearing from you.

...accept changes vs. the bid. --------------------------- Task 1 (correct Intel decoding): The ordering of the extracted bits must be done correctly based on whether the user is considering Intel or Motorola signals. Consider the below example using this DBC file: [see ] The correct ‘raw payload’ in this example is in binary form 10111110 1000 because the signal is Intel and hence the bits from Byte 6 should be placed after the bits from Byte 7 - not before. The final value should thus become 1000 degC for BRTemp in this example. Please update the editor so that the data payload is correctly calculated using Intel byte ordering. As another test, this update should result in the default example with EngineSpeed ending

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