Keras cnn example jobs
...Implement the models into Azure as stand-alone applications Experience: - Expertise in cleaning, preprocessing, and transforming tabular data. - Experience in feature engineering to extract meaningful features from raw data. - Knowledge of model evaluation metrics and techniques (e.g., cross-validation, ROC-AUC, precision-recall). - Experience with deep learning frameworks such as TensorFlow, Keras, or PyTorch. We will start with three small (paid) projects that will serve as milestones to test our compatibility and working relationship for the long term....
I'm currently working on a specialized project that requires a custom activation function in a Keras neural network. The primary data I'll be using for training is numerical. Key Requirements: - Custom Activation Function: Implementing a ReLU (Rectified Linear Unit) activation function in Keras. - Specialized Project: The neural network will be tailored to solve a specific problem. - Data Type: The primary type of data for training the network is numerical. Ideal Freelancer: - Proficient in Keras: Experienced in working with the Keras library. - Custom Activation Functions: Skilled in implementing custom activation functions, particularly ReLU. - Specialized Neural Networks: Previous experience in creating specialized neural networks for unique tasks...
I'm looking for someone who can create a program that can convert online live streams from TV websites into a format compatible with an IVR phone system. When calling in the IVR, it should say fot example: for CNN press 1, for CBS press 2, for Fox News press 3, etc... when selecting a number it should start plying the audio of that live stream. would need a back-end interface to add or change streams. Key Requirements: - The program must be able to fetch and convert live streams from any TV website. - The converted stream should be compatible with an IVR phone system. - Program to be written in Delphi language Ideal Skills: - Understanding of audio and streaming protocols - Experience with IVR phone systems Please note that all components and plugins used in th...
Analysis of the code and the paper. To make report with possible enhancements
I'm looking for a CNN optimization expert who can enhance the speed of my current Cuda based CNN. Key Responsibilities: - Speed up current Cuda based CNN optimization - Integrate advanced architectural changes to enhance speed - Incorporate EfficientNet into the existing architecture Ideal Skills: - Extensive experience with Nvidia Cuda and CNNs - Deep understanding of EfficientNet - Proven track record of enhancing speed in CNNs - Ability to integrate advanced architecture changes Please provide examples of previous work that align with this description. Paper writing - Enhance base paper with minimum of 7-8pages in IEEE paper format Reference base paper - Enhanced CNN optimization by using task parallelism
I have a project focused on enhancing underwater images using deep learning methods, particularly with the implementation of a Convolutional Neural Network (CNN). My objective is for a seasoned Python programmer to use the available code, and train and test the model on my behalf. Key aspects of the project include: - Understanding and interpreting the available code. - Utilizing the code to train and test the model. - Using deep learning techniques for enhancing underwater images. Ideal applicants should have: - Strong proficiency in Python and PyTorch. - Experience in working with CNNs. - An in-depth understanding of deep learning methodologies. - Practical experience in image enhancement projects. Your role in this project will not just be about coding, but will also require ...
Please see the doc with design directions. Need examples to present to a client for a promotion/website deals we are creating.
I'm looking to implement a Non Reference Quality Assessment (NRVQA) system for UGC videos, utilizing CNN-based feature extraction. This implementation will be aimed at analyzing video quality for research purposes. Ideal skills and knowledge needed: - Experienced in developing and implementing NRVQA systems - Proficient in CNN-based feature extraction - Exceptional Python programming skills - Understanding of video quality metrics including SROCC, PLCC, KROCC, and RMSE The project will involve: - Implementing the NRVQA system using Python - Utilizing CNN-based feature extraction methods - Calculating and reporting SROCC, PLCC, KROCC, and RMSE scores - Implementing previous methods with the same approach - Providing detailed documentation of the implementation ...
...on cloud platforms like Google Cloud Platform. User Interface: - Collaborate on the development of a user-friendly interface for uploading receipts and reviewing extracted data. - Implement functionalities for manual review and correction of the extracted data. Desired Skills: Strong background in Computer Vision and Image Processing. Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch, OpenCV). Experience with Node.js and frontend frameworks (React, Vue, ). Knowledge of API development and integration. Familiarity with cloud services (Google Cloud Platform) and data protection best practices. Deliverables: Fully functional receipt recognition and data extraction algorithm in Python. Comprehensive documentation for the algorithm and its integration with oth...
I'm seeking an editor to refine and enhance my research paper on Keras neural network activation functions. The primary goals are to improve the clarity of concepts and ideas, and to incorporate additional examples related to the topic.
...focuses on image processing, particularly image segmentation using CNN Unet. The goal of this project is to convert this MatLab code into Python for easy handling and future development. Key components of the project include: - Conversion of existing MatLab code to Python - Ensuring the code maintains its functionality and efficiency after the conversion - Using the converted Python code to process VM images, similar to x-rays, for image segmentation - Providing a detailed output of the segmentation process - Ensuring the code is well-commented and easy to understand Ideal freelancer for this project would have: - Proficiency in both MatLab and Python - Strong understanding of image processing and segmentation - Experience with CNN Unet - Ability to work from provided VM...
...Recognition (OCR) model from scratch, focusing on achieving high accuracy for both printed and handwritten documents. The primary requirements and objectives are as follows: **Project Description**: - Develop a robust OCR model specifically designed for the Telugu language, capable of processing both printed and handwritten documents with high accuracy. - Build a unique Convolutional Neural Network (CNN) architecture that allows for experimentation with different layers and configurations. - Ensure the model is entirely independent, without utilizing any pre-trained models, AI services, or external APIs. - Emphasize achieving robust and accurate text recognition capabilities, particularly for critical documents. - Innovate in the design, enabling the flexibility to modify the ne...
I'm seeking a machine learning expert to develop an image recognition model using Convolutional Neural Networks (CNN). Requirements: - Problem: I aim to solve image recognition tasks. - Dataset: The model will be trained on a set of images that require recognition. - Purpose: The initial goal is to build a basic CNN model, followed by a comprehensive analysis of the model's performance to identify areas of improvement. Ideal Skills: - Strong background in machine learning and deep learning, with a focus on CNNs. - Experience in building, training, and evaluating image recognition models. - Proficiency in using Python and relevant libraries/frameworks for machine learning. I look forward to collaborating with a professional who can deliver a robust image recogniti...
I'm looking for a deep learning specialist who can implement various deep learning methods like LSTM, CNN and other suitable ones to interpolate a function f(x,y,t) over time. Key Project Details: - The function f(x,y,t) represents a physical quantity and its original values are stored in a netCDF file. - There are 15000 times t on which f(x,y,t) is available in the file that can be used for modeling and training. - The goal is to derive accurate interpolated values for the function f in time. Key Requirements: - Implementing LSTM, CNN and other suitable deep learning methods. - Extensive experience in time series analysis and interpolation. - Knowledge of higher mathematics is a plus. - Proven ability to deliver high-quality, accurate results on a tight timeline....
Web platform designed to analyze voice recordings to determine the sex, age, and uniqueness of participants in online surveys. The platform will serve as a Software as a Service (SaaS) solution and will integrate with online survey systems via an API. Architecture The platform will be divided into the following components: 1. Fronte...ensure the uniqueness of each participant. Cloud Services The platform will utilize cloud services for: • Storing and processing audio files. • Scaling to handle multiple simultaneous requests. Technologies Recommended technologies include: • Frontend: React.js, Angular.js, Vue.js • Backend: Node.js, Python (Flask/Django) • Database: PostgreSQL, MongoDB, MySQL • Machine Learning: TensorFlow, Keras, scikit-learn • A...
I need an simple app that interact with Bluetooth devices, hearing advertising, and the app can connecting to some device, when the app is connected, has the feature to send and receive data from device. Key Features: - The main functionality of the app revolves around Bluetooth advertising. - The app must connect with Bluetooth devices. - It should be capable of receiv...The main functionality of the app revolves around Bluetooth advertising. - The app must connect with Bluetooth devices. - It should be capable of receiving data from connected devices. - The app must also be able to send data to connected devices. my request is a simple app writed in flutter, to combining this features. I dont request specific design, only i want a simple app, it could be an example of Than...
I need a website created that's closely modelled on However, the branding will be different. It should include the structure of , with a few modifications. Key Features: - The site should include an About Us section, a Services/Products section, and a Contact Information section. This is the core of the site's content. - User registration and login aren't necessary but the information on the website is what we need I'm looking for a skilled web developer who can replicate the structure and general feel, adapt it to my branding, and include the specific information that I have mentioned. A good eye for design and attention to detail are essential. Experience in website development and knowledge of HTML, CSS and JavaScript are highly desired.
...ideal candidate is expected to have below mentioned qualifications: 1. Educational Background: A strong foundation in computer science, mathematics, and preferably a graduate degree in a related field such as artificial intelligence, machine learning, or computer vision. 2. Expertise in Deep Learning Frameworks: Proficiency in popular deep learning frameworks such as TensorFlow, PyTorch, or Keras, and experience with implementing various deep learning architectures (CNNs, RNNs, GANs, etc.). 3. Practical Experience: Hands-on experience with real-world deep learning projects, including data preprocessing, model training, optimization techniques, and deployment considerations. 4. Programming Skills: Proficiency in programming languages commonly used in deep learning, suc...
let me please explain to you what I need I have these 2 raw videos (webcam video and retina video): to improve it: take the detecion made in the retina video, and instead of using exactly the same bounding box, take that bounding box, crop that portion of the picture and send it to the webcan CNN to detect the ball. So, I need 2 things: 1) Try to adjust both videos so that they are as similar as possible: orientation angle, frame rate and so on 2) Modify my existing Python script (or create a new one) to: take the detecion made in the retina video, and instead of using exactly the same bounding box, take that bounding box, crop that portion of the picture and send it to the webcan CNN to detect the ball.
The goal of the project is to create a highly intricate Convolutional Neural Network (CNN) model specifically tailored for Arabic sign language detection from video to text translation. We already have a video dataset available and the codes need to be presented in .ipynb files. Testing accuracy of over 90% is expected. Your task involves: - Developing a new model or Enhancing an existing model to develop an advanced (10+ layers) CNN model (or similar model) , proficient in handling Arabic sign language detection. - Exploiting the Integrated Mediapipe framework for continuous, full sentence video processing. - Ensuring the system is able to transcribe videos into Arabic text efficiently and accurately. - Documenting all code clearly and thoroughly throughout the project i...
I need a skilled graphic designer to create a graphic featuring the word "todd" (lowercase). This graphic must match the style and font of the example provided, with the same multiple vibrant colors. The project is urgent and needs to be completed as soon as possible. Key Requirements: - Create a graphic of the word "todd" in a specific style and font - Match the style and colours in the example “rage” provided
As an expert in machine learning, particularly in Convolution Neural Networks (CNN) and Bayesian Neural Networks (BNN), I am looking for assistance in optimizing my current model while instituting BNN training for error estimation purposes. The enlisted tasks include: - Optimization of the fully developed model. - Work intensively on Bayesian Neural Networks (BNN). Regarding skills and experience, the ideal candidate should be proficient in ML engineering and experienced with both CNN and BNN processes. Your expertise will greatly contribute to escalating the project's success by ensuring an optimal model in use and effective error estimation.
I'm looking for a skilled web developer to make a business website based on an example site. The site will serve as a professional platform for my services, so a polished, modern look is key. Key Project Requirements: - In-depth knowledge of HTML & CSS: The site must be primarily built using HTML and styled with CSS. - Understanding of site design principles: I need the freelancer to ensure the site is well-designed, maintains a consistent look and feel, and is user-friendly. - Detail-oriented: It's important that the developer can match the example site provided. Optional Requirements: - JS skills: Though I'm not sure about interactive features yet, having some JavaScript skills is a plus. - Responsive design understanding: The site needs to be view...
...resolve issues related to data pipelines and model deployment. - Document processes, models, and code for maintainability and reproducibility. - Deploy machine learning models on Azure, ensuring scalability and reliability. Qualifications: - 2+ years of experience in machine learning, data engineering, or related roles. - Proficiency in Python and machine learning libraries such as TensorFlow, Keras, or PyTorch. - Experience with data preprocessing, feature engineering, and data augmentation. - Strong understanding of deep learning techniques, including neural networks (CNNs, RNNs, GRUs) and activation functions like ReLU. - Experience deploying machine learning models on Azure. - Familiarity with software development practices, including version control (Git) and agile method...
I'm in search of a proficient developer in Mumbai, who can design and develop an algorithm for detecting landmarks on lateral cephalograms using deep learning. T...specify the exact programming language for this project, a developer with a strong background in Python, Java, or C++ will be necessary. Similarly, the project can be implemented either through a web-based or desktop-based solution. Expertise in deep learning frameworks such as TensorFlow, PyTorch, or Keras is highly desirable, but the final choice will be left open for the developer. Ideal Skills: - Proficient in a programming language like Python, Java, or C++ - Deep Learning (TensorFlow, PyTorch, Keras) - Image Analytics - Web or Desktop development - Understanding of medical imaging or bone age assessment...
This is for machine learning project that will analyze data obtained from pdf
Hi, you can share your demo in bid so i can check and contact you I need a similar Casino game website where users can register and play all type games and as admin i can manage all things. example web Thanks
I am looking for a freelancer who has expertise in using the Tensorflow Python Mask R-CNN model for the purpose of image segmentation. I will provide dataset and annotations want want you to work with/walkme through me in writing to code for training. expect the completion of the project within 1-2 weeks. Skills and Experience: - Strong knowledge and experience in using Tensorflow and Python for image segmentation - Familiarity with the Mask R-CNN model and its implementation in Tensorflow
Canva. Put text in images . Web design watch with 2x speed new easy tutorial d: Fixed 35 dollar for 15 webs Example 1 web :
Canva. Put text in images . Web design watch with 2x speed new easy tutorial d: Fixed 35 dollar for 15 webs Example 1 web :
...the model for computational efficiency and scalability. Prepare the model for deployment, ensuring it is production-ready. Document the entire process, including model architecture, training procedures, and performance evaluation. ## Requirements Proven experience in developing and deploying models for image classification tasks. Understanding of deep learning frameworks such as TensorFlow or Keras. Proficiency in Python and relevant libraries (NumPy, OpenCV, scikit-learn). Solid knowledge of techniques to handle overfitting, such as dropout, weight decay, and data augmentation. Experience with Monte Carlo methods for uncertainty estimation in neural networks. Familiarity with cross-validation and other validation techniques. Excellent problem-solving skills and the ability to w...
I'm seeking a Python developer to develop an simple and clear API for Keras or Python. The need is just to develop the functions described in the attached document. No data structure or data content will be shared. The use is for non-IT user to be able to use it and create several models. It is a 2/3 hours job.
I'm seeking a Python developer to modify this script: I want 2 modifications (at the "Inference with Custom Model" section): 1- to be able to set to 1 the number of detections at the same time. 2- to be able to select the region (using a rectangle) where the detections will take place. In other words, anything outside the rectangle will not be detected.
...and fruit) - Area of focus: The system to be developed is expected to classify and recognize three categories of plant diseases which include: fungal infections, bacterial diseases and viral diseases. - Technical Requirements: Implement deep learning for image processing, primarily via Convolutional Neural Networks (CNN). A strong understanding and practical experience with CNN are paramount for this task. - Desired skills: Experts in deep learning with a focus on CNN are ideal for this project. Previous experience with image classification projects particularly in the field of agritech or botany, will be an added advantage. Comprehension of dataset handling, training and testing of neural networks is essential. This project seeks to harness cutting edge tec...
...smoothly. Requirements: Proven experience as a Full-Stack Developer with a strong portfolio of completed projects. Proficiency in front-end technologies (HTML, CSS, JavaScript) and frameworks (React, Angular, or Vue.js). Proficiency in back-end technologies (Node.js, Python, or similar) and frameworks (Express, Django, or Flask). Experience with AI and machine learning libraries (TensorFlow, Keras, Scikit-learn) and natural language processing (NLP) tools. Experience with OCR technology and document processing. Strong experience with CRM integration, preferably Zoho CRM. Familiarity with API integration and third-party services such as Twilio for SMS. Excellent problem-solving skills and attention to detail. Strong communication and collaboration skills....
I am trying to understand how to use a sensor library in android. I need a simple example app built to showcase a sensor library's basic functionalities on Android. You will explain me how it is working and provide basic know how. The library and documentation is there , you just need to make a simple app. This is a part of a bigger project, so expect many more projects as we move. You will have to explain me how to replicate on my ubuntu system Will explain more in chat. - Reading sensor data: The app should be able to retrieve data from the chosen sensor. - Real-time display: The app should present this data in real-time. - Data storage: The app should also store this data for later use. The key tasks for this project revolve around integrating the sensor library ...
I need a machine learning project developed using Python. The primary application will be for presentation purposes. Key Requirements: - Hand gesture recognition system using 3D Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM). - The system should be able to detect and differentiate between 4 specific gestures: zoom in, zoom out, page up, and page down. - Input for the system will be via a webcam. Ideal Skills & Experience: - Proficient in Python - Experience with machine learning, particularly in gesture recognition - Familiarity with 3D CNN and LSTM - Previous work on projects related to presentation software, would be a plus.
An example of the final product (scrub with embroideries) is provided. I will be placing "Dr. Ali" on the left side and "LOGO DESIGNS" on the right side. Please design 5 different combinations of "Dr. Ali" and logos. Ensure that the font colors complement the logo. The design should change "Ali" to "Dr. Ali". Please create them in Adobe Illustrator.
...project aimed at developing a driveway detection tool. The ideal candidate will have strong experience in machine learning, specifically with image recognition using CNNs, and be proficient in integrating APIs. Your primary responsibilities will include designing and training a simple CNN model, integrating Google Maps and Geocoding APIs, and deploying the solution using a lightweight framework like Flask. The successful candidate will be able to quickly collect and preprocess image data, implement and optimize a CNN for classifying driveways, and develop scripts to fetch images and geolocation data. If you are a fast learner, can work efficiently under tight deadlines, and have a passion for developing practical AI solutions, we would love to hear from you. This is a fan...
I have a Github project that needs to be deployed on Azure. I'm encountering SyntaxErrors and need them resolved. The project is built with Python libraries(Numpy Pandas Matplotlib Mplfinance Seaborn Plotly SciPy Statsmodels Scikit-learn Keras TensorFlow Yfinance Beautiful Soup Selenium NLTK TextBlob SpaCy Gensim BERT Hugging Face PyTorch), and involves BERT for a sentiment analysis task. Key tasks include: - Deploying the project on Azure - Fixing SyntaxErrors during deployment - Ensuring the BERT-based sentiment analysis system is functional Ideal Freelancer: - Proficient in Python - Experience with BERT or similar deep learning frameworks - Azure deployment experience Please bid on this project if you're confident in your ability to handle these tasks
I am looking for someon ewho can implement a GAN (Generative Adversarial Network) algorithm to generate synthetic data given a few examples. This data will then be fed into the CNN algorithm. Simple project, nothing too complicated.
As a luxury perfume brand, we are aiming to establish our presence on top-tier news platforms such as Forbes, CNN, and The New York Times. Our core objectives for this initiative are: - **Brand Exposure**: We are seeking to increase our brand's visibility among a wider audience. - **Credibility and Authority**: Being featured in renowned news websites will lend us significant credibility and authority in the industry, further solidifying our brand's reputation. - **Increase in Sales**: Ultimately, the purpose of this endeavor is to drive sales and revenue generation through the heightened brand exposure and authority. Our unique selling points include: - **High-Quality Ingredients**: Our perfumes are crafted from the finest, ethically sourced ingredients. - **...
I need an example of how to pass data, like a value (ie. number/integer) in a Push Notification (probably a silent or background push notification) and send it to an Android App where it's detected and can be used to automatically update a function. For example, if you wanted to send Rewards Points to an App and have the balance update automatically without even seeing the push (ie. so a background or silent push notification).
I am in need of a skilled graphic designer who can create minimalist-inspired mockups for a series of notebook refills, based exactly on the example i attach (replication). I created the attached file in Canva, to provide the file as a guide of what the designer should prepare. What i need is a professional approach and professional files. Below a link of a video of a sample i printed based on the Canva example i designed. These files will be used by the printing company to produce notebooks in 3 different dimentions (A4, B5, A5) and 3 different types (plain inner pages, rulled inner pages, dotted inner pages). The files i expect are 21 indipendent open pdf files and the relative AI file or 1 file per dimention: - A4 Front Cover
...a user-friendly interface for interacting with the AI-powered personal shopper. Ensure seamless integration with e-commerce platforms for easy browsing and purchasing. Testing and Validation: Conduct rigorous testing and validation of the developed models and algorithms. Optimize performance for speed, accuracy, and user satisfaction. Technical Requirements: Proficiency in Python, TensorFlow, Keras, or PyTorch for developing ML models. Experience with computer vision techniques, including CNNs and pose estimation. Strong knowledge of NLP and experience with libraries such as NLTK or SpaCy. Familiarity with 3D body scanning technology and related software. Experience with social media data analysis and integration. Expertise in developing web applications using frameworks such a...
...(precision, recall, F1-score) to evaluate model accuracy. Implement a continuous feedback loop for regular performance evaluation and dataset updates. Requirements: Proven experience in machine learning and computer vision, particularly in image recognition projects. Expertise in data augmentation and synthetic data generation techniques. Proficiency in using frameworks such as TensorFlow, PyTorch, or Keras. Experience with fine-tuning pre-trained models and working with existing AI solutions. Ability to integrate AI models into existing platforms and ensure their efficient operation. Strong communication skills and the ability to work collaboratively with our team. Deliverables: Enhanced image recognition model for hypercars, fine-tuned using our high-quality dataset. Integrat...
Need a website design for my chef business same or similar like this template content attached in a zip file write "Chef" in your bid after reading the project
I'm looking to establish a logo for my new business, Invest and Grow Property. - The business: Invest and Grow Property focuses on residential property investments and financing. - The message: The main feeling I want to convey is achieving financial freedom and passive income through property investing. I have attached an image of a sample logo i found online which i really liked. please feel free to use it again and tweak a bit e.g. colours. BUT we are open to all ideas!! please also give us different ideas of colours. You can also try and incorporate the acronyms into the logo if you think it will look good.
This animation video are for my existing business's product. More details: Is this project for business or personal use? For an existing business What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP
