Keras exampleJobb

I need an experienced freelancer to replicate the design, layout & structure from an existing website to serve as a starting point for our own site. Key tasks involve: - Implementing the structure or an an existing example website on Wordpress. This includes the pages, placeholders for posts, menu structure, etc. - Utilizing Spectra blocks/Kadence theme, contact form 7 Ideal candidate should have strong skills in Wordpress and Spectra/Kadence theme implementation. Please include examples of past work in your application. You will be working from a clean Wordpress install.

I'm looking to develop a real-time Arabic Sign Lan...educational resource, specifically to cater to the needs of the general public. - **Deployment Platform:** The final model will not be deployed on any specific platform but will be available for training and inference in a .ipynb notebook. Ideal Freelancer: - Proficient in Python and MediaPipe for real-time hand tracking - Experience in developing machine learning models, especially in TensorFlow/Keras for the .ipynb and .h5 formats. - Familiarity with sign language, particularly Arabic sign language, would be advantageous. - A background in educational technology or experience in creating educational resources is a plus. Please make sure to include any related experience, projects, or research that you think would be relev...

...an specific custom ai tool for single user/propt private usage,give turbo organic internet traffic on my same as AdWords work .before post this project.I already serach about 'build ai custom model 'and I found many platform allow to build dataset/host/run custom model free of cost ,like tensorflow/pytorch/colab/teachable machine /diagflow/streamlit/kaggle/clarifai/python anywhere/keras etc,I can't build because i haven't knowledge of programming,don't make me I have analytic account and several AI tool available for found where traffic come on organic internet traffic generator ai tool.i like appreciate if anyone responded is fixed because no need to buy any types of online is available free of cost .the feature of my private ai

...enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic and responsive web applications using Python-based frameworks such as Django and Flask, ensuring scalability, security, and a seamless user experience. Integration and Automation: Integrate disparate systems, automate repetitive tasks, and streamlin...

...existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional who can provide quality assurance, and ensure the refurbished code remains

Objective: We are seeking an individual or company skilled in neural networks and Keras to develop a predictive model. This model will forecast the occurrence of a phenomenon based on historical data. Requirements: Data Acquisition: Historical data required for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification mo...

...will be given preference. Accuracy and efficiency of the created model are paramount. The project involves the development of a deep learning model for medical image classification, particularly focusing on chest X-ray images. The model architecture is largely in place, but there are a few key tasks that require attention: Replace Deprecated TensorFlow and Keras Methods: The project currently uses deprecated methods of TensorFlow and Keras, which need to be updated to ensure compatibility with the latest versions. This is crucial for maintaining the long-term reliability and efficiency of the model. Integration of Grad-CAM Outputs: I'm looking for effective implementation of Grad-CAM (Gradient-weighted Class Activation Mapping) to visualize the model's predict...

I'm seeking a proficient developer conversant with advanced neural networks, with an emphasis on reinforcement learning through OpenAI. Ideally, you have: - Strong skills in Python, we will be using this as our primary programming language. - In-depth hands-on familiarity with TensorFlow, PyTorch, and Keras frameworks. - Extensive experience in developing reinforcement learning applications. - The ability to capitalize on past experiences to bring creative solutions to complex problems, while always keeping an eye on performance and efficiency. Your task will be to pioneer the development of high caliber machine learning models. I expect you to bring creativity and novelty to your work, to push boundaries and question the status quo. Apply now if this resonates with you!

...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....

I'm looking to solve a classification problem with my tabular data using Python. Skills and Experience Needed: - Capability in Python programming is crucial, familiarity with libraries such as pandas, sklearn, and keras is necessary - You should be proficient in machine learning algorithms, specifically focusing on data classification - Experience in handling and manipulating tabular data for machine learning applications - Understanding of data cleaning, preprocessing and feature engineering Project Requirements: - Development of a Python-based data classification model - Utilizing machine learning techniques to process tabular data - Rigorous testing of the model's accuracy and improving it if required - Documenting the steps and coding process for future reference ...

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More details: What is the purpose of the structures you want to build? Residential buildings How many different design variations do you want for the structures? One design What specific features are you looking for in your residential building's design? Glulam arches and connected roof

As the head of this exciting project, I’m searc...and interactive mobile application that uses CNN, MobileNet, and VGG architectures for melanoma detection. Key Deliverables: • Design and implementation of a robust and efficient deep learning model, capable of increasing the accuracy of melanoma detection. • The model should be built on platforms like Keras, PyTorch, and TensorFlow. Skills and Experience: • Extensive experience with deep learning and neural networks, particularly with CNN, MobileNet, and VGG. • Proficient in using Keras, TensorFlow, and PyTorch. • Proven track record in mobile application development, preferably experienced with creating interactive interfaces for complex applications. If this project sounds right up you...

I'm in need of an experienced Python developer to build an ultra-fast Convolutional Neural Network (CNN) model for a tabular dataset. The primary purpose of this model will be cla...- binary - 8 classes - 48 classes Key deliverables: - A highly efficient and fast CNN model - Clear documentation of the code and steps involved in the development process. - The dataset classification needs alot of balancing Preferred Experience and Skills: - Strong expertise in Python programming - Proven experience in CNN model development for data classification - Familiarity with Keras, TensorFlow, or PyTorch is a plus, although it's not mandatory since I haven't specified any particular library or framework. Ultimately, I require an expert who can build this model with sup...

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...ramah lingkungan. *Investor:* Itu terdengar luar biasa! Berapa lama waktu yang dibutuhkan untuk mengembangkan teknologi ini? *Pimpinan Proyek:* Kami memperkirakan proyek ini akan memakan waktu beberapa tahun untuk pengembangan awal, namun dengan dukungan penuh, kita bisa menjadi pionir dalam revolusi energi laut. *(Adegan berpindah ke situs pengembangan, di mana para insinyur dan teknisi bekerja keras membangun instalasi pertama mereka di lepas pantai.)* *Insinyur:* Kita hampir selesai dengan pembangunan instalasi pertama. Begitu sistem ini beroperasi, kita akan mulai mengumpulkan data untuk menyesuaikan teknologi agar lebih efisien. *(Adegan akhir menampilkan kapal penelitian yang berlayar kembali di atas matahari terbenam yang indah, sementara layar hitam muncul dengan kat...

I am seeking an experienced individual who can assist me in creating a Deep Learning Model. Requirements: -Proficiency in various deep learning frameworks such as TensorFlow, PyTorch, or Keras. -Knowledge of image recognition, natural language processing, and time series forecasting in deep learning. -Successful freelancers should include past work experiences, detailed project proposals, and any relevant experience in their applications. Please frame your application with encountered challenges and the solutions provided in past projects. Demonstrating problem-solving capability is crucial. Expertise in the above-mentioned deep learning framework is preferred but not mandatory as the specific framework to be utilized hasn't been decided yet. This project will involve pro...

I am seeking a skilled graphic designer to revise the typography in my current logo. The specifics are as follows: - Typography Adjustment: This is the main requirement of this project. You should have extensive knowledge and experience in typographical design. It's not required, but if you have any style recommendations, such as serif, sans serif, or script, they would be appreciated. Importantly, this task is time-sensitive and I am looking to have the project completed as soon as possible. Expertise in rapid and efficient work will be an added advantage. Please ensure your bid reflects this urgency.

Hi there. I need a working example of Square's latest Web Payments form based on their PHP SDK. It came out over a year ago and they gave all these how to convert tutorials, but it's a super confusing migration. I just need a working example where I can paste my API Application ID and Application Secret in and process a real credit card. Simple. I just want an example that I can get working for processing credit cards. And tell me exactly which things to paste over with my own info. Thanks!

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app folder ✔ What is your project named? … profi_file_upload ✔ Would you like to use TypeScript? … No / Yes ✔ Would you like to use ESLint? … No / Yes ✔ Would you like to use Tailwind CSS? … No / Yes ✔ Would you like to use `src/` directory? … No / Yes ✔ Would you like to use App Router? (recommended) … No / Yes ✔ Would you like to customize the default import alias (@/*)? … No / Yes It's a very simple task; in the already created and empty project, only components for uploading photos need to be made. In the project, a backend endpoint is already made that accepts multipart/form-data. The assignment already includes a repository with the application, so it's really not about creating the whole application; I only need the...

...Learning/Deep Learning: image classification and analysis (e.g., CNNs, ResNet, InceptionV3, EfficientNet). • Computer Vision: feature extraction, object detection, and image processing. • Data Science: ability to work with large datasets, including data cleaning, augmentation, and analysis. Knowledge of statistical analysis and predictive modeling. Tools and Technologies: • Python, TensorFlow, PyTorch, Keras, and OpenCV. • Dataset Handling. Experience in managing and processing large and diverse datasets • AI Model Optimization, such as model pruning, quantization, and distillation. • Data protection knowledge such as GDPR and know how to implement privacy-by-design principles. Project Overview Objectives • Customization and Enhancement: Ada...

I have this example project in django. I achieved to deploy it in lightsail AWS in development mode. I mean, running: python3 runserver SERVER-IP:PORT But, when I tried to deploy it in Production, I have this error: 500 Internal Server Error An internal server error has occured. I have followed the bitnami documentation: """ Enable Predefined Virtual Hosts For A Django Project The Bitnami installation comes with predefined HTTP and HTTPS virtual hosts for running Django projects with the mod_wsgi module. To enable them, follow the steps below: Copy the files to remove the .disabled suffix: NOTE: These files assume that the Django project is named sample and is located at /opt/bitnami/projects/sample. If your Django project is named or located differently, edit the ...

I'm looking for an experienced Python developer, proficient in TensorFlow and Keras, to create comprehensive notebooks covering specific machine learning concepts. Key focus areas should include: - Convolutional Neural Networks (CNNs) - Various Feature extraction techniques All work should be accomplished at a comfortable pace with no imposed time limit. Your commitment to quality and accuracy is far more crucial to me than speed. The end result should be an easily understandable and reusable code that clearly explains the above-mentioned concepts, suitable for learning purposes. Programming expertise in Python as well as proficiency in TensorFlow and Keras is a must.

RESPONSIBILITIES • Designing, developing, and imple...have a degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. • You have solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, GANs, LLMs. • You are proficient in Python and have experience with machine learning/LLM/Gen AI libraries and frameworks such as TensorFlow, PyTorch, Keras, Langchain. • You have a working knowledge of R. • You are familiar with cloud-based platforms and services, such as AWS, GCP, or Azure. • You have experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face. • Minimum 2+ years of experience in NLP,...

Please message a sample of the work. Will be a shrunken heads search cartoon page. Jungle scenes. Coupoek, pretty girls dressed like jungle girls. Needs to be all shrunken heads, and sexy ladies.. I can provide images of the ones I want to be made into a scary looking B & W cartoon page. I want the look look the file attached. I am on the lookout for a talented comic book artist to assist with creating 1-10 pages of captivating artwork. The specific style isn't set in stone, so feel free to bring your unique interpretation to the table. Details for the job are as follows: - The dimensions must be 8.5" x 11" plus bleed - The resolution should be at 300 DPI - The final deliverables need to be in both PDF and JPG formats Ideal candidates for the job should exhibi...

...task to arrange the existing design or structure (which is also not bad) to match the example design/structure provided. It will NOT require adding any new features; however, some knowledge of PHP/Laravel may be needed to populate some content/sections that may not be available in the current design (for example, if featured posts are not showing in the contemporary design). Some level of coding knowledge may be needed. However, it is a design change task. The changes are primarily needed for six pages. Home page, Listing projects page, Project details page, Profile pages, Dashboard page, my projects page. For each page, I will provide an example link for the sample page. Original page link and example page link You do not need to integrate a new theme/te...

...experience in LSTM models. - Understanding of IoT security challenges and familiarity with common security threats. - Experience in conducting research and development (R&D) projects, preferably related to IoT. - Ability to simulate IoT environments and anomalies for model training and testing. - Knowledge of programming languages and tools relevant to machine learning and IoT (e.g., Python, TensorFlow, Keras). - Strong analytical and problem-solving skills, especially in anomaly detection and security. ### Project Goals: - To develop an LSTM model that can accurately identify security anomalies in simulated IoT environments. - To contribute to the body of knowledge in IoT security by addressing the lack of efficient security anomaly detection systems. This project is an ex...

...application that leverages computer vision technologies for gesture recognition. This project involves the classification, detection, tracing, and segmentation of specific gestures - namely hand waving, and an interesting challenge, the detection of street banner installation activities. I need a summary of the application field, data type, data no, and details for each dataset; framework (tensorflow, keras, pytorch); architecture (ex. yolo, ResNet, pre-trained); MI output results, score and reports, in addition to the actual data db. ; **Core Project Requirements:** - The system must proficiently identify and classify 'hand waving' gestures and activities akin to 'street banner installations'. - It needs to run seamlessly on both Windows and Linux platforms, ...

...be it Object Detection, Facial Recognition, or Image Classification. I am open to any of these as long as the project is innovative and challenging. - **Dataset:** Utilization of a publicly available dataset for the project to ensure accessibility and feasibility. ### Skills and Experience Required: - **Technical Proficiency** in Python and familiarity with AI & ML libraries such as TensorFlow, Keras, or PyTorch. - **Experience** in working with computer vision projects, especially those that involve object detection, facial recognition, or image classification. - **Ability to Conduct Research** to select the most suitable publicly available dataset for the project. - **Report Writing Skills** to compile the project's findings, methodologies, and results into a comprehe...

...diabetic retinopathy using image data. This project aims to leverage the potential of AI in medical diagnostics, with a focus on enhancing the precision and reliability of diabetic retinopathy identification. ### Ideal Skills and Experience: - Proficient in AI and ML technologies, with a strong emphasis on image processing and classification algorithms. - Extensive experience with Python, TensorFlow, Keras, or similar frameworks. - Background in medical imaging, computer vision, or related fields. - Familiarity with dataset augmentation and handling large volumes of image data. - Proven track record of developing high-accuracy ML models, preferably in healthcare. ### Requirements: - Develop an ML model capable of accurately classifying diabetic retinopathy from retinal images. ...

I am looking for a skilled machine learning engineer or data scientist, proficient in Python, to build four large language models trained specifically for biomedical named entity recognition. My requirements are: - Develop large language models to perform biomedical named entity recognition. - Models must be built using Python. Knowledge in TensorFlow, Keras or PyTorch is helpful. - Models will be trained using a specific dataset I will provide, so experience in training language models with specific datasets is essential. - Ideally, you should have experience or understanding in bioinformatics. - Provide thorough documentation on the model architecture and training process. This project aims to extract meaningful information from biomedical text, your contribution will significan...

I have provided an Example image, I need that to be created from scratch with original art, not stock images or licensed images from other sources. I need someone truly skilled at cartoon drawing that can take the image example along with the other reference images and create a new piece. Notes: The overall design should look similar to the Example image in terms of layout You may use the screw image, but I would prefer a new one or at least something stylized The Viper image is an example of how I would like the snake to look, more cartoonish.

...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

I'm looking to work with a creative and talented designer to develop a logo for my brand. A key requirement for applicants is to showcase their past work. I have a unique style in mind, influenced by modern and minimalist principles, and I have an example ready to share to guide your creative process. Ideal candidates will have a keen eye for clean and stylish design, and extensive experience in logo creation. Your involvement in this project could potentially lead to further collaboration on graphic design needs for our brand.

... **Ideal Skills and Experience:** - Expertise in Machine Learning and Artificial Intelligence, particularly in the realm of image recognition. - Strong background in software development with experience in creating applications for agricultural or biological research. - Proficiency in programming languages like Python, with knowledge in libraries and frameworks such as TensorFlow, PyTorch, or Keras that are relevant for developing image recognition features. - Previous work on similar projects or familiarity with agricultural sciences is a plus, though not strictly necessary. This project promises to be at the cutting-edge of technology in agriculture, offering significant benefits to farmers, researchers, and the agricultural industry at large by facilitating precise crop vari...

...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

...cutting-edge machine learning algorithms to identify trading opportunities. The approach can be fully automated or a hybrid model that also suggests trades for manual execution. Your input on the best course of action is welcome. - **Experience and Skills:** - Proficiency in Python and libraries relevant to data analysis and machine learning (e.g., Pandas, NumPy, scikit-learn, TensorFlow, or Keras). - Previous experience in developing trading scripts or bots, with a strong understanding of the financial markets. - Ability to implement machine learning algorithms that can adapt to market conditions. **What to Include in Your Application:** Although not mandatory, including examples of past work or detailed project proposals could greatly strengthen your application. I'...

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Me again! I am working on my UI problem. Could you provide an example of how to pragmatically display graphic_a and then after x time display graphic_b?

I need developer for develop Stripe () API, pay via credit card and support 3d secure 2 (live mode). Validation process by Bank will sent confirmation code via SMS. I only want example project developed by node.js express (web application). If you can do or have experience in this field. Please offer a price and information about this work.

...cutting-edge machine learning algorithms to identify trading opportunities. The approach can be fully automated or a hybrid model that also suggests trades for manual execution. Your input on the best course of action is welcome. - **Experience and Skills:** - Proficiency in Python and libraries relevant to data analysis and machine learning (e.g., Pandas, NumPy, scikit-learn, TensorFlow, or Keras). - Previous experience in developing trading scripts or bots, with a strong understanding of the financial markets. - Ability to implement machine learning algorithms that can adapt to market conditions. **What to Include in Your Application:** Although not mandatory, including examples of past work or detailed project proposals could greatly strengthen your application. I'...

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I'm seeking an experienced AI developer to create a cuttin...to predict future market movements - Ensure high accuracy and reliability in forecasting to support strategic decision-making Ideal skills: - Proficiency in machine learning and predictive modeling - Strong knowledge in finance and stock market behavior - Expertise in data analysis and statistical tools - Experience with Python, R, or similar programming languages - Familiarity with TensorFlow, Keras, or comparable ML libraries - Ability to translate complex datasets into actionable insights The success of this project hinges on the creation of an AI model that not only identifies patterns but also provides a competitive edge in financial forecasting. If you have a proven track record with AI in finance, I'd lo...

I am looking for a skilled mobile app developer to create a mobile app for me. The main purpose of the app is to publish data to a designated platform, which will eventually create a website. Platform: The app should be able to publish data to various platforms such as Facebook, Twitter, and Instagram. Additionally, it should integrate with web builder and SMS tools, as well as email services. Open source customization is also a possibility. Design: I don't have a specific design or layout in mind, so I am open to suggestions. I want the app to have a clean and user-friendly interface. Features: The app should have data collection forms that allow users to fill out information and make selections. It should also have the ability to relay this data to a database in real-time....

...help develop a Python-based AI project. My objectives include: - Designing and implementing supervised learning algorithms. - Analyzing and interpreting visual data for pattern recognition. - Integrating image processing techniques with AI models. Ideal candidate skills: - Proficiency in Python programming. - Extensive experience with machine learning libraries (e.g., scikit-learn, TensorFlow, Keras). - Familiarity with image recognition and computer vision. - Understanding of supervised learning concepts and algorithms. - Capable of handling and processing large image datasets. - Creative mindset for innovative model development. This project requires someone with a proven track record in similar AI projects and who can efficiently train models to achieve accurate results. A...

Seeking a specialist in Computer Vision for medical imaging. Key Responsibilities: - Annotate 2D slices (masks) on 3D medical images on a s...dataset. - Perform unsupervised image segmentation on X-Ray scans (500 images). Essential Skills: - Proficiency in Python. - Experience with medical imaging datasets and labeling. - Understanding of segmentation algorithms (UNet, SAM, etc). Ideal Freelancer Profile: - Prior projects on object detection/image segmentation. - Familiarity with relevant deep learning libraries (e.g., TensorFlow, Keras). - Excellent communication and documentation skills. This project requires a meticulous approach and the ability to work with sensitive medical imaging data. Previous experience in the machine learning in healthcare technology sector is highly ...

I have a project on CPanel (and I have a WHM) on my VPS. We have hundreds of ba...samename_dbname1, samename_dbname2 and so forth. Each database has the same, identical structure and tables and columns. I think I can use the schema naming logic to update the same table, column and record in ALL of my tables from one query but I am not experienced in which schema names identify: All databases A particular table within those databases A particular record within those databases For example, what if I want this query? UPDATE SET title = "Learn XYZ" WHERE id=1 I guess that db would simply need to be some schema name that identifies any database or any database that starts with samename_ Sometimes I'll need to insert the same exact record into the same table in eve...

I have a nucleo board H723ZG, and I want the step by step configuration for PING + UDP without FreeRTOS. It must work with the board and use STM32IDE. Basically, I want to configure the ETH + LWIP to make an UDP+PING Example to work. More details in here: Budget and timeline: "A few hours. I Budget is like 20-30 CAD. I already provide all my references in the linked post. I actually just need help setting up the project. I am just looking for that I am missing that I can't get the project to work. At some point it the same list of steps I provided worked in the past on in existing project for the same board."

I am a commodity trader i want prediction based on historical data available at me. and predict next candlestick before 10 second. in realtime. the software you develop will connected through api to my broker which get realtime data. and predict next candlestick based on deep learning (keras, tensorflow) nural network trained data. Essential Skills: - Proficiency in deep learning and AI - Experience with financial markets - Understanding of high-level trend analysis Requirements: - Develop a predictive model using advanced deep learning techniques. - The focus will be on recognizing and interpreting significant market trends. - The model should be adaptable for various commodities, as the specific one is yet to be determined. I have attached all the commodity data down below and...

I'm seeking an expert in Python to develop a sophis...non-blurred images with precision. The classifier needs to detect various blurring techniques with high accuracy, especially: - Gaussian blur - Motion blur The goal is for the classifier to achieve above 90% accuracy. To successfully bid on this project, you'll need: - Proficiency in Python - Experience with image processing - Knowledge in using machine learning libraries (e.g., TensorFlow, Keras) - Understanding of computer vision and image classification algorithms If you can demonstrate past projects where you've achieved similar results, that would greatly enhance your proposal. I'm looking forward to working with a detail-oriented and performance-driven developer to complete this project efficiently. ...