Pytorch ganKazi

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a new A...primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to develop a new A...primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front and ba...

...for a PyG expert to help me predict links in my e-commerce heterogeneous graphs. The main goal of the project is to predict links in the e-commerce data graphs. This task is essential for understanding and predicting customer behavior in my online store, which is crucial for improving services and increasing sales. Ideal skills and experience for the job include: - Expert proficiency in PyG (PyTorch Geometric) - Prior experience with link prediction on heterogeneous graphs - Strong understanding of e-commerce data and its characteristics Your role in the project will involve working closely with the e-commerce data, understanding the underlying patterns and relationships, and building a robust link prediction model that can be utilized to make informed business decisions. I...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.

Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?

As someone skilled in machine learning and an expert in PyTorch, I'm seeking assistance with my next project. I need a professional to create a Graph Neural Network (GNN) predictive model leveraging my preprocessed data. Ideal Skills and Experience: - Advanced knowledge in Machine Learning, specifically predictive modeling - Proficiency in creating Neural Network models, especially GNN - Extensive experience in PyTorch Tasks: - Constructing a GNN predictive model - Evaluating and refining the model as required based on results The ultimate goal is for this model to provide accurate and useful predictive analytics. Your expertise and input will be invaluable to the project.

...potentially collaborating on this exciting project.I know how much ai powerful.i need 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

I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I h...skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the p...

I'm looking for a skilled developer who can help me deploy my PyTorch model into a standalone web application for real-time predictions. Key Project Details: - Purpose: The primary goal of this project is to make real-time predictions with my PyTorch model. The model is already trained and ready for deployment. The weights are in .pt format and it is a pose estimation model. I want to capture the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame. - Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments. - Model Maintenance: I do not foresee any updates or maintenance for the model. I...

I'm in need of an AI developer with...within images or video footage. - The system should be able to differentiate between different types of vehicles and work efficiently even in varied lighting conditions or backgrounds. Ideal skills and experience for this job: - Proven experience in computer vision, particularly in the field of object detection. - Proficiency in using AI frameworks and libraries such as TensorFlow, OpenCV, or PyTorch. - Familiarity with working on projects that involve processing images or video data. - A strong understanding of machine learning principles, particularly those related to computer vision. If you have a solid background in computer vision and are up for the challenge of developing an AI system that can accurately detect vehicles, I'd lo...

We are looking for a Computer Vision Developer who can help with Image Clas...algorithms - Create and deploy object detection models - Ensure high level of accuracy in the indoor environment Ideal Skills and Experience: - Proficient in Computer Vision techniques - Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to work independently and meet deadlines. Task: Create a functional recognition model with a freely chosen machine learning framework that identifies the coordinates of the contours of boxes in pixel coordinates. Please, check pictures...

I'm in need o...generation Ability to record video and images as evidence Basic integration with access control systems Dashboard visualization and reporting for administrators The system must leverage computer vision techniques such as object detection, facial recognition, motion analysis, etc. It should be able to process multiple simultaneous video streams. Proven experience in development with OpenCV, TensorFlow/PyTorch, and other computer vision libraries is required. Knowledge of cloud systems and serverless architectures is a plus. The project will be conducted remotely, and a functional MVP must be delivered for pilot testing with real clients within a 3-month timeline. Key Skills: Computer Vision/AI Deep Learning Python, C++ development Cloud computing knowledge (A...

...likelihood of a connection between two nodes in a graph. - Data: The project will utilize open source data. Familiarity with handling and preprocessing graph data will be an advantage. - Dataset Size: The dataset is relatively small, with less than 1,000 nodes. Ideal Skills: - Proficient in Python: Strong programming skills in Python, with a focus on deep learning libraries like TensorFlow or PyTorch. - Deep Learning & Graph Neural Networks: Experience in building and training deep learning models, particularly in the context of graph neural networks. - Link Prediction: A solid understanding of link prediction techniques and their applications in graph data. - Data Handling: Ability to handle and preprocess graph data effectively. This is an exciting opportunity to contribu...

...Champion ethical AI development, prioritizing fairness, unbiased outcomes, and privacy. Machine Learning and NLP Expertise : Your background in machine learning and deep learning, particularly in neural networks and NLP, sets the foundation for success. Technical Proficiency : With Python fluency and familiarity with AI/ML libraries and tools, including LangChain, OpenAIs GPT, TensorFlow, and PyTorch, you re equipped to innovate. Distributed Computing : Experience with distributed computing for AI is essential, as is the ability to navigate the complexities of GPU or TPU utilization. Software Engineering Know-How : A strong grasp of software engineering practices, from version control to CI/CD pipelines, ensures quality and efficiency. Problem-Solving and Collaboration : Exceptio...

I'm seeking an experienced AI specialist to elevate the quality of images captured in aquarium settings using Generative Adversarial Networks (GANs). Here's what I need: I HAVE THE CODE FOR 3 TYPES OF GAN...YOUR WORK BE BASICALLY TAKE DATASET AND RUN IT - Improve overall image quality to bring out the vibrant colors and details of marine life. - Reduce noise and remove unwanted artifacts that are currently diminishing the visual appeal. - Enhance underwater visibility to ensure each image tells a captivating story of life beneath the surface. The ideal outcome will be high-resolution JPEG files that radiate beauty and clarity. Skills and Experience Required: - Proficiency in AI and machine learning, specifically with GANs - Expertise in image processing and manipulatio...

...Python programmer with ML/DL (Pytorch) experience to help me significantly increase the accuracy of our current infrared facial recognition model. This project involves working with a collection of 550 images to train the model. Key Project Requirements: - Accuracy: The foremost goal is to increase the model's accuracy to over 60%. This would be measured by the percentage of images correctly classified. - Specific Expressions: The model must be able to accurately detect five specific facial expressions, which will be disclosed once the project begins. - Current Performance: Currently, the model classifies at an accuracy of 60%. Our target is to exceed this performance significantly. Ideal skills and experiences for this project include ML/DL proficiency, Pytorch fam...

As a business looking to stay ahead in a competitive market, I'm seeking a skilled AI developer equipped in machine learning, natural language processing, and computer vision. The ultimate goal is to automate tasks, enhance decision-making processes, and improve user experience. IDEAL SKILLS AND EXPERIENCE: - Expertise in TensorFlow, PyTorch and Open AI platforms - Strong background in Machine Learning, Natural Language Processing, & Computer Vision - Experience in Automation and UI improvements This project requires a seasoned AI developer who can work towards implementing AI technologies in our existing system. If you have the right skill set and experience, I welcome your bid. Let's revolutionize our operations together.

I'm looking for a skilled Python developer who has experience with PyTorch to help me integrate my audio dataset into an USS system on Github repo "https://www.freelancer.com/post-project". Key Requirements: - Proficient in Python - Strong understanding of PyTorch - Prior experience working with ML - Capable of handling and working with audio datasets Your primary task will be to take my audio dataset and feed it into the provided USS repo, with the main goal of sound classification and seperation (the idee for USS = Universal Source Separation (USS) with Weakly labelled Data). The ideal candidate should be knowledgeable in the field of ML, particularly in sound-related applications. If you have the necessary skills and experience, and are interested in wo...

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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!

...deep learning specialist to execute an assignment focused on using a Generative Adversarial Network (GAN) for image generation. These aren't just any images though - I'm specifically after realistic skin disease photos. Ideally, the successful candidate will have: - Extensive experience in using GANs for image generation; - i have training data images and training labela and contour masks and also have the testing data - The ability to produce high quality, realistic images Attention to detail, reliability, and communication skills are paramount, as there will be a need for regular updates and iterations based on feedback. This is the task 3.1 Tasks 1. 2. 3.2 Implement a conditional GAN architecture conditioned on class labels to synthesize realistic images by...

...protection and privacy laws during the investor discovery process. **Skills and Qualifications:** - Proven experience in AI, machine learning, or data science, with a strong portfolio of projects demonstrating your expertise in investor profiling or similar areas. - Proficiency in programming languages such as Python or R, and familiarity with AI and machine learning frameworks (e.g., TensorFlow, PyTorch). - Strong analytical skills with the ability to interpret complex data and translate it into actionable insights. - Excellent problem-solving abilities and a creative approach to identifying and reaching potential investors. - Knowledge of finance or investment is a plus, particularly understanding of risk assessment and investment strategies. - Ability to work independently an...

We're...Provide technical support and insights throughout the project. Ideal Skills and Experience: - Proven experience in Machine Learning and Deep Learning. - Proficiency in Natural Language Processing. - Demonstrated history of building unique, effective AI tools. - Familiarity with control net technology. - Proficiency in programming languages such as Python, including libraries like TensorFlow or PyTorch. - Ability to work independently and in a team environment. - Excellent problem-solving skills and attention to detail. If you're excited about pushing the boundaries of AI and have the skills we're looking for, we'd love to hear from you. Please submit your resume, a brief cover letter explaining why you're a good fit for this project, and any rele...

...summarizing assessment outcomes, KPIs, and actionable insights. - Provide visualizations (e.g., charts, graphs) to facilitate data interpretation and decision-making. ***Technology Stack: Frontend: HTML, CSS, JavaScript (React.js or Angular) Backend: Python (Django or Flask) Database: PostgreSQL or MongoDB NLP Libraries: NLTK, spaCy, Gensim Machine Learning Framework: scikit-learn, TensorFlow, PyTorch (if deep learning models are required) Deployment: Docker, AWS/Azure/GCP (for cloud deployment) ***Requirements: ***Questionnaire Module: - User-friendly interface for subsidiary entities to input responses and upload documents. - Ability to handle various question types (multiple-choice, open-ended) and document formats (e.g., PDF, Word). ***NLP Analysis: - Implement NLP model...

...seeking a highly skilled freelancer that can teach and assist in creating a GAN model. I have intermediate experience with GAN models and wish to further my understanding and abilities in a focused area: Image Generation. As a freelancer for this project, you should have: - Extensive knowledge and experience with GAN models, particularly in the realm of Image Generation - A good command of Tensorflow as that is my preferred platform for creating the GAN model - Excellent communication skills to effectively teach and explain concepts - Patience and a good teaching methodology to ease the learning process and make complex topics understandable This project is a great opportunity for those who possess a strong background in GAN models and are passiona...

Looking for a 3d head to be made from a jpeg flat image Requirements: - Proven experience with computer vision tasks. - Expertise in facial recognition algorithms. - Capability with image classification techniques. Ideal Skills: - Proficiency in machine learning frameworks (e.g., TensorFlow, PyTorch). - Strong background in Python and OpenCV. - Previous projects involving security authentication. Expectations: - Design and implement a reliable facial recognition system. - Integrate image classification features to assist with security. - Ensure high accuracy and efficiency in real-world scenarios. I'm looking for a solution that's both innovative and robust, with a Senior Engineer who can confidently tackle complex challenges in AI-driven identification.

...todas las fases del proyecto, desde el concepto inicial hasta el lanzamiento, incluyendo pruebas y ajustes basados en el feedback de los usuarios. Habilidades y Experiencia Requeridas: Experiencia en el desarrollo de IA con tecnologías como el API de ChatGPT y Stable Diffusion. Conocimiento sólido en lenguajes de programación relevantes para IA, como Python, y frameworks como TensorFlow o PyTorch. Capacidad para trabajar de manera autónoma y en equipo, con una comunicación efectiva y un enfoque orientado a soluciones. Experiencia previa en proyectos similares o en la industria tecnológica aplicada al diseño será considerada una ventaja. Interés en el diseño floral es un plus, pero no esencial. Ofre...

...encryption protocols. • Implement robust security measures, including encryption, access controls, and audit trails, to protect user data and privacy. Technology Stack: • Frontend: React.js or Angular for the user interface. • Backend: Node.js with for the server-side logic. • Database: MongoDB for storing player profiles, performance data, and video footage. • AI Framework: TensorFlow or PyTorch for implementing AI algorithms for data analysis and prediction. Additional Requirements: • Responsive Design: Ensure the application is mobile-friendly and accessible across different devices and screen sizes. • Documentation: Provide comprehensive documentation for developers, administrators, and end-users, including installation guides, user manua...

Dzień dobry, Szukam Wykonawcy, który nawiąże ze mną długoterminową współpracę w zakresie stworzenia nieistniejącej obecnie postaci tak, aby mogła istnieć w sferze cyfrowej. Zakładam wykorzystanie modeli GAN, konieczność skorzystania z kilku tysięcy zdjęć jako baza i pracę ciągłą (tj. niekończącą się na jednorazowym dostarczeniu zestawu zdjęć). Styl "realistyczny". Nie chodzi mi o animacje czy kreskówki. Celem jest stworzenie wiarygodnej postaci w wysokiej jakości. Zdjęcia docelowo mają przedstawiać różne ujęcia, różne kadry, różne miejsca (np. w tle może być miasto/drzewa/morze/góry). Ważne jest, aby postać pozostawała dosłownie ta sama, identyczna. Postać poza reprezentowaniem marki ma także zacząć stanowić markę samą w...

I need a skilled expert who will build a Deep Learning model that can deliver personalized food recommendations. Key Features: - Utilize Deep Learning techniques to analyze our custom data - Optimize the algorithm for precise and relevant recommendations Required Skills: - In-depth knowledge of Python - Experience with TensorFlow and PyTorch - Proven record in building deep learning models for recommendation - Expertise in working with custom datasets. Your main goal will be to provide a tool that can bring personalized value to each individual use. You should be able to deliver a solution that is both robust and efficient.

...job descriptions. ● Pre-process text data for use in machine learning models for job recommendation and resume analysis / matching. ● Ensure compatibility between NLP processing and model needs. ● Utilize machine learning libraries and frameworks such as TensorFlow, PyTorch, and scikit-learn to train and evaluate AI models. ● Experiment with different deep learning architectures and techniques to improve model performance and accuracy. ● Train, evaluate, and optimize machine learning models using libraries like TensorFlow or PyTorch. ● Monitor model performance in production and implement strategies for improvement (e.g., retraining, drift detection). ● Deploy AI models to production environments and monitor their performance in real-time. ● Conduct research and stay up-to...

I am in search of a proficient Image Processing Expert who can skillfully handle python-based machine learning code within a GAN architecture. I intend to significantly enhance the quality of my project images through the application of advanced image processing techniques. Tasks & Responsibilities: * Handle and manage python-based machine learning code * Utilize GAN (Generative adversarial networks) architecture to process images * Augment, classify, and generate images as necessary Ideal Skills and Experience: * Proficiency in Python * Deep understanding of GANs * Substantial experience in machine learning & image processing Desired Outcome: The ultimate goal of this project is to significantly enhance the quality of the processed images to achieve more detaile...

I'm looking for an expert who can help in installing CUDA, cuDNN, and spconv in order to ensure my image recognition model runs smoothly. The model should be installed on a Windows WSL machine, which I will give access to through AnyDesk. Everything is already installed on it, but for some reason it doesn't work. I need someone to go through all the things again and check the versions to see if they are compatible. This is the link to the model : If you can do it and have experience in doing that, contact me!

In this role, I'm looking for an intermediate Python developer who has a strong grasp of machine learning, artificial intelligence, and Python programming to run a project: "3D SHAPE RECONSTRUCTION OF SHAPES USING 2D GANs" Technical Requirements: - Proficient in Python - Experience in TensorFlow, PyTorch, and Scikit-learn - Understanding of machine learning concepts

I'm seeking a proficient deep learning engineer familiar with generative AI models. This project involves tasks typical of the development of these models, requiring you to have a broad understanding of data preprocessing, model training, and algorithm development. Ideal Candidate: - Has a robust understanding and experience in Python, TensorFlow, and PyTorch - Can complete tasks within a strict 3-day deadline - Accepts fixed amount project payment, non-negotiable Please Note: - This project isn't available for new freelancers - Applications without past work, experience, or detailed project proposal will not be considered

...modelo de predicción basado en estadísticas históricas y actuales de equipos de fútbol, un servidor/backend para manejar las solicitudes de predicción, y una aplicación móvil intuitiva para iOS y Android que presenta las predicciones y resultados a los usuarios. Requisitos: Experiencia en machine learning y ciencia de datos, específicamente con Python y bibliotecas como Scikit-learn, TensorFlow o PyTorch. Capacidad para desarrollar una API REST en Flask o Django que pueda servir las predicciones del modelo a la aplicación móvil. Experiencia en desarrollo de aplicaciones móviles multiplataforma, preferiblemente con Flutter, para crear una aplicación que sea tanto funcional como visualmente atracti...

As the head of this exciting project, I’m searching for an expe...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 classification for a big d...- 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...

...privacy and data security in all aspects of your work. **Qualifications:** - Master’s or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related field. - Proven expertise in computer vision, with a strong portfolio of projects that demonstrate your skills in image recognition, processing, and analysis. - Experience with machine learning frameworks (such as TensorFlow, PyTorch) and computer vision libraries (such as OpenCV). - Strong programming skills in Python, and familiarity with cloud services (AWS, Google Cloud, or Azure) and Docker containers. - Experience working with large datasets and deep learning algorithms. - Excellent problem-solving abilities and a passion for innovation. - Strong communication skills and the ability to work effect...

I'm in need of an experienced Python developer, specifically skilled in TensorFlow, PyTorch and scikit-learn. The project requires the creation of various AI models, including image recognition, natural language processing and a recommender system. Key Responsibilities: - Generate AI models. - Write code that produces desired output format - CSV. Ideal Skills: - Proficient in Python, TensorFlow, PyTorch, and scikit-learn. - Experienced in AI model generation, particularly image recognition, natural language processing, and recommender systems. This project requires a developer that can think creatively, problem solve efficiently, and meet deadlines. If you have the experience and skills, I look forward to potentially working with you.

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I am seeking an experienced developer to create deep learning image inpainting solution using Generative adversarial Network (GANs). The input is an existing small sample of noisy and respective clean images. The desired output should be a restored image with missing parts filled and graph of losses. The output of yolo model should be object detection performed by the GAN model automatically. Custom dataset has to be used. The completed solution should be robust, well-documented and include all necessary components to create a successful model. The developer should be able to work independently, resolve all technical difficulties and present a detailed plan of action prior to coding. We are looking for innovative and technical strong solution.

I'm looking for an expert in Generative Adversarial Networks (GANs) to develop a system for text data generation based on specific subject matter. You'll be creating a Conditional GAN and using a Multi-Layer Perceptron (MLP) with a flat 1-dimensional array as input. Key requirements include: - Strong experience with GANs, particularly Conditional GANs - Proficiency in MLP and neural network design - The ability to guide the generated text output towards a specific subject matter - Extensive experience in data processing and manipulation Your valuable expertise will make this project a success and I'm eager to hear your approach to achieving these requirements.

I'm seeking an AI and Python expert with a profi...a proficient knowledge of React to develop tools centered around Natural Language Processing (NLP) and Predictive Analytics. Here are finer details of what the project entails: - Development of AI tools that focus on NLP and predictive analytics. - Use of Python with TensorFlow, PyTorch, and scikit-learn as the preferred choice of languages and libraries. - The end application of these tools will be for data analysis and insights. Ideal Skills: - Expertise in AI and Python. - Familiarity with TensorFlow, PyTorch, and scikit-learn. - Proficiency in working with React. - Experience in Natural Language Processing and Predictive Analysis. If you possess these skills and are excited to take on such a project, let's c...

...in numerous programming languages. It's essential for you to excel in Python, Java, C++, C#, Scala, Ruby, Python, Perl, Javascript, Go, SQL, Rust, Swift, Kotlin, HTML/CSS, and be experienced with NoSQL and LaTeX. Ideal technical expertise includes: - Data Visualization: Proficiency in matplotlib, D3.js, bokeh, or comparable tools - Machine Learning: Familiarity with TensorFlow, scikit-learn, PyTorch, or equivalent - Unit & Functional Tests: Experience using Selenium, Cypress, Mocha, or similar - Cloud Computing: AWS, Azure, Google Cloud Platform, or equivalent knowledge - Containerization: Docker The central task is to perform insightful programming assessments and coding within my enterprise. Your payment details will be highly project-centric. Hence, your passion f...

I am seeking a qualified Python developer with an expertise in computer vision, image processing, and PyTorch, to move forward with this project of image enhancement. The final objective is to obtain high-resolution, more detailed images from lower-resolution image using the method Image Super-Resolution via Iterative Refinement (SR3). Model to be Trained on DeepLesion dataset and also apply intensity scaling if required to get a proper image. Key Responsibilities: - Code the process of converting low-resolution images to high-resolution images utilizing SR3 in a Python notebook. - Train this model using PyTorch on the DeepLesion dataset. We won't focus on any specific subset of images - we want to include all available images in the training process. - If necessary, im...

I need to model a system based on 6 coupled partial differential equations (PDEs). I hope to use a physics-informed neural network to model this system. Or you may use physics-constrained machine learning (embedding neural network into the PDE system to approximate some mathematical terms in the PDE system) to model the system. If possible, please use the "deepXDE" package based on Pytorch backend to build the PINN. The PINN should be built, trained, and tested. The PINN should reach a satisfactory prediction based on the test set. I'll give you the training data and more details later on.

...architecture of your summarization model. This can range from a basic sequence-to-sequence model to more complex architectures like Transformer-based models. Consider factors such as model size, computational efficiency, and the specific requirements of your summarization task. With your model architecture defined, the next step is Training the Model. Utilize deep learning frameworks like TensorFlow or PyTorch to implement and train your model on the preprocessed dataset. This stage requires access to computational resources, preferably GPUs, to facilitate faster training. Experiment with different hyperparameters and training strategies to optimize the model's performance. Once your model is trained, it's essential to Evaluate its performance. Utilize standard metric...

...tailored AI solutions using TensorFlow, PyTorch, scikit-learn, and AWS SageMaker. >> Project Management: Execute project plans, managing resources and risks for successful delivery. >> Technical Expertise: Hands-on experience in machine learning, NLP, computer vision, and deep learning. >> Collaboration: Work closely with teams to ensure alignment and communication. >> Quality Assurance: Implement rigorous testing to validate AI model performance and scalability. >> Documentation: Create technical specifications and facilitate knowledge sharing sessions. Requirements: - Bachelor’s degree in Computer Science or related field; advanced degree preferred. - Proven track record in delivering impactful AI projects. - Expertise in TensorFlow, ...