Keras cnn example punët

...Experiencia Profesional: Mínimo 5 años de experiencia en desarrollo de software y automatización. Experiencia comprobada en proyectos de robótica e integración de sistemas de IA. Historial de trabajos freelance o proyectos independientes exitosos. Conocimientos Técnicos: Lenguajes de programación: Python, Java, C++, y otros relevantes. Plataformas de desarrollo de IA: TensorFlow, PyTorch, Keras. Herramientas de automatización: Selenium, UiPath, Automation Anywhere. Desarrollo de software: Git, Docker, Kubernetes. Robótica: ROS (Robot Operating System), Arduino, Raspberry Pi. Conocimientos en bases de datos: SQL, NoSQL. Metodologías ágiles: Scrum, Kanban. Habilidades Adicionales: Capaci...

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 :

Rel Velvet Oreo Swiss di kenal sebagai kue gulung yang sangat lezat yang berwarna merah di lapisan keju .dan tekstur agak keras karna di taro freezer

Rel Velvet Oreo Swiss di kenal sebagai kue gulung yang sangat lezat yang berwarna merah di lapisan keju .dan tekstur agak keras karna di taro freezer

...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.

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...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

More details: Is this project for business or personal use? For starting a new enterprise What information should successful freelancers include in their application? Experience How soon do you need your project completed? ASAP

I am...should include attributes and context, such as a serene mountain landscape with lush green pine trees under a partly cloudy sky at sunset. Key Requirements: - Create a system that can generate detailed, context-rich image captions - Utilize Convolutional Neural Networks (CNN) to process the visual information - Implement Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) to generate the natural sentences Ideal skills for this project include: - Proficiency in machine learning, particularly in the areas of CNN, RNN, and LSTM - Experience in image processing and natural language processing - Strong programming skills in languages such as Python Please only apply if you have relevant experience with similar projects and can deliver high-quality, detaile...

I need help with optimizing and deploying an MLP model using Keras for time series prediction. The tasks include evaluating the current model with RMSE and MAE, performing hyperparameter tuning, and implementing cross-validation. Additionally, I need scripts to save and load the trained model and a Flask web service to serve the model and handle new data predictions. Proficiency in Python, Keras, TensorFlow, and Flask is required. Deliverables include an optimized model, scripts, a Flask web service, and documentation. Please share your relevant experience and a timeline for completion. Budget 50 CAD

Please send me a link to some of your work for examples of a motivational video. I am not looking for long videos. Very short 10 to 25 second reels. Thank you. ____ I'm in need of a talented individual who can transform my personal raw videos into captivating motivational reels. These will be targeted at professionals, aiming to inspire and uplift them through my story and experiences. Key Responsibilities: - Edit and produce high-quality social media reels from the raw videos provided. - Ensure the content is engaging, motivating, and resonating with a professional audience. Ideal Skills and Experience: - Proficiency and experience in video editing, specifically for social media platforms. - A good understanding of what resonates with a professional audience and how to present ...

I urgently need a deep learning expert to develop a Convolutional Neural Network (CNN) model for malware detection. Key Requirements: - The primary goal of this project is to detect malware effectively. The model should have high accuracy and be capable of identifying potential threats with minimal false positives. - Experience in developing deep learning models, especially CNNs, for similar purposes is a must. - The project is time-sensitive. The ideal freelancer will be able to complete the task ASAP without compromising on the quality of the model. Your application should demonstrate your experience in this field and your proposed approach to the task. Please include any relevant past work and how it relates to this project.

I am looking for a proficient developer with a strong background in Android app development and machine learning, specifically supervised learning. This project requires the application of supervised learning techniques to achieve the desired results. Skills and Experience: - Proven experience in Android app development - Extensive knowledge of and experience in implementing supervised machine learning techniques - A strong understanding of how to integrate machine learning into mobile applications Your task will be to create an Android application incorporating supervised learning. I'm open to discussing further specifics and looking forward to your bids.

I have a dataset from a 5G provider which I need to be analyzed using machine learning algorithms. Key Requirements: - Analyze the dataset using machine learning algorithms to identify patterns and create metrics such as MSE and R-squared. - Develop and train a Convolutional Neural Network (CNN) model to predict data from the dataset with high accuracy. Ideal Skills: - Strong background in machine learning and data analysis. - Experience with developing CNN models and achieving high prediction accuracy. - Familiarity with working on telecommunications or related datasets would be a plus.

I'm in need of a highly skilled Flutter developer to create an Android application for real-time sign language recognition. The key functionality required is the ability to use a pre-provided CNN model to interpret sign language and display the results on-screen. The ideal candidate will have the following expertise: - Developing real-time applications utilizing CNN models. - Proficient with Flutter for Android development. - Experience in implementing real-time video processing features. - Strong understanding of user interface design, ensuring intuitive and effective output display.

...primary goal of this project is to implement a Long Short-Term Memory (LSTM) model using Keras for time series forecasting. - **Data Sources:** The model will be trained on malware detection data, making it crucial for the freelancer to have experience working with security-related datasets and understanding the challenges specific to this domain. - **Expected Deliverables:** - A well-constructed LSTM model that can achieve a high level of accuracy in time series forecasting. - A comprehensive comparison between the performance of the deep learning model and traditional clustering algorithms in the scenario of malware detection. The ideal freelancer for this project should have: - Proficiency in Keras and LSTM model implementation. - Experience in time series forec...

I'm looking for a deep learning expert with significant experience in Python to help me develop a Convolutional Neural Network (CNN) algorithm that can accurately process a given dataset. The primary goal of this project is to maximize the model's accuracy. Key Requirements: - Proficiency in Python is essential for this project. - A strong background in deep learning, particularly with CNNs. - Previous experience working on similar projects. I need this project completed within 4 days, so a quick turnaround is imperative. Please make sure to showcase your relevant experience when submitting your application.

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...and preparing it for model training and testing. Model development: Design and implement a CNN model using TensorFlow and the YOLO algorithm to accurately recognize and categorize food items from user-uploaded images. Backend development: Implement the backend using Flask to handle API requests, manage data flow, and integrate with the MongoDB database for storing user data, meal plans, and nutritional information. API integration with ChatGPT-4: Develop and fine-tune API requests to ChatGPT-4 for providing natural language-based dietary advice, ensuring the responses are personalized and relevant based on user inputs and recognized food items. Model training and testing: Train and test the CNN model on the preprocessed data to ensure high accuracy in image recognition...

I am tasking a highly skilled MATLAB programmer with AI knowledge to develop a Convolutional Neural Network (CNN) for industrial boiler control. This project would focus on real-time control, fault detection, diagnosis, as well as energy optimization. Key Features: - Implement real-time control for consistent, optimal performance. - Facilitate fault detection and diagnosis to anticipate and neutralize potential threats. - Enhance energy optimization to maximize efficiency. The professional should implement temperature sensors as the sole input, with the data output structured in XML format. Ideal Skills: - Expertise in MATLAB simulation - Proficiency in CNN - Practical experience in temperature sensors and XML structured data is essential.

2 videos editing as the examples

...drawing, reducing processing times and enhancing efficiency. Product Variant Generation System: Using deep learning techniques, we plan to develop an AI system that analyzes past projects to generate optimal design proposals. This system will assist junior designers by suggesting modifications or variations that best suit the specific requirements of new projects. We have identified TensorFlow with Keras and Python as the preferred technologies for developing these programs and interfaces. However, we are open to other recommendations that better suit our needs. We are reaching out to inquire if your team has the expertise and interest to collaborate on these innovative projects. Your AI, machine learning, and CAD systems integration skills could perfectly fit our requirements...

I need an experienced image classification expert with a strong command of Python. who has more experience about about Deep Learning (CNN) Key requirements: - Expertise in image classification and deep learning - Proficiency in Python programming - Ability to design and implement a classification model - Strong understanding of image processing The project entails: - Developing a custom image classification model - Implementing it in Python - Ensuring the model is capable of classifying images based on a set of categories Note: if you have enough skills of CNN then you will text me Deadline: 2 days or less if possible

I need an experienced image classification expert with a strong command of Python. who has more experience about about Deep Learning (CNN) Key requirements: - Expertise in image classification and deep learning - Proficiency in Python programming - Ability to design and implement a classification model - Strong understanding of image processing The project entails: - Developing a custom image classification model - Implementing it in Python - Ensuring the model is capable of classifying images based on a set of categories Note: if you have enough skills of CNN then you will text me Deadline: 2 days or less if possible

I'm seeking a skilled Python developer to assist me with training a Convolutional Neural Network (CNN) model for image classification. Your primary responsibility will be to train the model using the predefined dataset I have. The dataset is available, but it requires thorough labeling before training the model. Key responsibilities include: - Conducting data labelling on the existing dataset - Designing and implementing the CNN model for classification - Training and fine-tuning the model to achieve high accuracy in image classification - Compare two models result - Write report The ideal candidate for this project should be proficient in: - Python programming - Data labelling and preprocessing - Convolutional Neural Network model training - Image classification tech...

I'm looking for a skilled data scientist with experience in predictive modeling to develop ...model. The goal is to detect Cardiomegaly from chest X-ray images. Key Details: - The model will be trained on labeled data. - A deep understanding of machine learning, particularly predictive modeling, is crucial for this project. - Knowledge of medical imaging, specifically in cardiology, will be a big plus. - Expertise in Python and popular machine learning libraries such as TensorFlow, Keras, or PyTorch is essential. - Use web app I'm seeking a professional who can effectively tackle this specific problem and deliver a robust predictive model for Cardiomegaly detection. small data set (just for reference):

We are trying to automate the visual assessment and certification of vehicle damage. Damaged cars are our input. To validate the vehicle damage, we will divide the problem into 3 steps: 1. We will determine whether or not the input of the car has been damaged. 2. Then we che...trying to automate the visual assessment and certification of vehicle damage. Damaged cars are our input. To validate the vehicle damage, we will divide the problem into 3 steps: 1. We will determine whether or not the input of the car has been damaged. 2. Then we check which part of the car in the image has been damaged. 3. Then we are going to check for the severity of the damage to the car. CNN will be used here because our challenge is a classification problem, and we will be working with a lot of photos...

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

I'm looking for a...the images is yet to be determined. - You should be able to understand the task of image classification and implement a solution using ML/DL techniques. Ideal Skills and Experience: - Proven experience in image classification projects using ML/DL. - Ability to work with a smaller dataset and optimize model performance. - Proficiency in popular ML/DL libraries and frameworks like TensorFlow, Keras, scikit-learn, etc. - Strong understanding of neural networks and their applications in image classification. - Excellent communication skills and ability to explain complex technical concepts in a clear and concise manner. Able to use cloud ML platforms such as Azure ML If you think you have the skills and experience to help me with this project, I'd lo...

...the project. ******************************************************************* If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text