Pytorch cnn example työt

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 in need of a skilled PyTorch expert who can lend their expertise to my ongoing deep learning project. Here's a breakdown of the assistance I require: - **Model Training**: I need help with training the model. This would involve working with the PyTorch framework and implementing the necessary optimization techniques. - **Data Preprocessing**: The dataset for my project is of medium size (1,000 - 10,000 samples) and it requires thorough preprocessing. I'm looking for someone who has experience dealing with datasets of this scale and can help me with data cleaning, normalization, and other preprocessing tasks. - **Model Evaluation**: Once the model is trained, I would like assistance with evaluating its performance. This would involve running tests on th...

I'm seeking a PyTorch specialist who can assist me with a few facets of my deep learning project. Key Responsibilities: - Reviewing the code: I need you to provide feedback on my code and suggest improvements for better performance. - Tackling Problems: When I encounter issues, you're expected to help me solve them. - Data Preprocessing: Assist in optimizing data for model training. - Training and Evaluation: Aid me in efficiently training and evaluating my models. - Debugging and Error Handling: Help me in identifying and resolving code issues. Communication: - For code reviews and questions, we'll communicate through an instant messaging app. Ideal Freelancer: - Proficiency in PyTorch and deep learning model building. - Strong understanding of data prep...

I'm seeking a talented Python programmer with experience in Pytorch, specifically in the areas image segmentation. I will provide you with a specific dataset of images to work with, so you should be comfortable working with image data. Your primary tasks will be to: - Create an image segmentation model to partition images into meaningful regions. Ideal candidates for this project should have: - Strong proficiency in Python and Pytorch - Extensive experience in computer vision tasks, including object detection and image segmentation - Prior experience working with image datasets

...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

I am looking for an expert in AI, specifically with fine-tuning experience in Convolutional Neural Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task accuracy in an N...

"I am actively seeking a designer who possesses a profound understanding of branding. Proficiency in Maya, Adobe Suite, 3D Studio Max, and general image editing skills are prerequisites for this role. The brand in question is already well-established; however, it requires a sophisticated refinement while maintaining its appeal. Specifically, this project involves the design of a spirit label. If you lack the aforementioned skills, I kindly request that you refrain from applying or if you are trying to give the work to someone else. When I'm available online, I can provide further clarification. Please understand and NDA will be required to sign.

I need an AI developer who's proficient in machine learning, particularly in the context of speech recognition. Key Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong ba...DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong background in AI and machine learning, with a specific focus on speech recognition. - Experience in developing and deploying machine learning models. - Familiarity with tools and libraries commonly used in this field, such as TensorFlow or PyTorch. - Past projects or experience related to speech recognition software development would be a...

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 using the AWS Transcribe service. Deliverables: • All source code • Instructions

I'm in need of an expert who can help me address a GPU compatibility issue I'm experiencing with TensorFlow and PyTorch. Despite having installed the latest drivers for my NVIDIA GeForce GTX 3060, I'm still facing issues with these frameworks. Key Responsibilities: - Diagnose the root cause of the incompatibility - Implement a solution that allows seamless use of TensorFlow and PyTorch on my Windows 10 system with the NVIDIA GPU Ideal Skills and Experience: - Proficiency in TensorFlow, PyTorch, and GPU utilization - Strong understanding of Windows 10 environment - Previous experience in resolving compatibility issues with these frameworks

I have a dataset of images and I'm looking for someone experienced in U-Net algorithm. Project description: - Write PyTorch U-Net training model on top of provided base code (, , , ). - Train the model until achieving a validation dice score of min. 0.875. - Deliver source code and trained model until Wednesday 10 pm (Vietnam time zone).

I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deliver quality work.

I'm in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal can...field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) would be particula...

I need a minimal working example of PPPOS in IDF framework v4.4.7. The requeriments are: - Minimal example with SIM800L modem. - Create and configure esp_netif for PPP (create the driver, and task to receive data from modem and send to esp_netif) - Configure the modem via AT commands (PPP conection ATD*99#) - After succesfull connection, make a http request for testing. The most important thing: DO NOT USE esp_modem component. The example must do not use any component, simply the esp_netif API.

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generati...with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of supervised learning and be able to optimize the model for accurate pose classification using JavaScript. The ideal candidate will also have familiarity with deep learning frameworks such as TensorFlow or PyTorch. Skills required: - Machine Learning - Python - JavaScript - Google Mediapipe - Data preprocessing - Supervised learning - Deep learning frameworks (TensorFlow...

...user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Proficiency in programming languages such as Python, TensorFlow, and PyTorch. - Experience with audio processing and analysis. - Ability to work independently and collaboratively in a remote team environment. - Strong problem-solving skills and attention to detail. **Preferred Qualifications:** - Previous experience in the music industry or with music-related AI projects. - Familiarity with current trends in music and popular lyrical themes. - Experien...

I'm in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal can...field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) would be particula...

I am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience in these areas ...

...including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong ability to tune accuracy in the 80% - 95% range. - Familiarity with working on diverse image types, including scanned documents, natural images, and s...

I'm seeking a skilled machine learning expert with expertise in PyTorch for a natural language processing task. Your primary task is to develop a model that can understand the empathy patterns in English text. I'll provide you with the data. Key Requirements: - Proficient in PyTorch and machine learning - Experience in natural language processing - Understands the nuances of empathy detection in text data - Previous projects involving empathy learning in English text would be a plus. Deliverables: - A well-structured PyTorch model that can accurately understand the empathy in English text - Detailed documentation on the model, its architecture, and usage This project requires someone who's not only technically skilled but also understands the context...

...crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model training. I'm looking for a professional who can help me with this project, providing training, testing, and optimization for the AI model to ensure it meets the required standards. If you have the right skills, experience...

...Análisis de Datos: Se implementará un sistema de análisis de datos para recopilar y analizar la información sobre las interacciones de los usuarios, con el fin de mejorar continuamente la precisión y la eficacia del asistente virtual. Tecnologías Utilizadas: Lenguajes de Programación: Python, JavaScript, entre otros según las necesidades del proyecto. Frameworks de Desarrollo: TensorFlow, PyTorch, Dialogflow, entre otros. Tecnologías de Procesamiento del Lenguaje Natural (NLP) y Reconocimiento de Voz. Herramientas de Desarrollo de Interfaces de Usuario (ui/ux). Objetivos del Proyecto: Diseñar y desarrollar un totem virtual innovador con capacidades de inteligencia artificial que satisfaga las neces...

...Backend: Microservices architecture with scalable backend services using technologies like Node.js or Python, along with RESTful APIs for communication. • Database: Utilization of a relational database management system (RDBMS) such as PostgreSQL or MySQL for storing user data, job listings, and AI-generated insights. • AI Integration: Integration of AI libraries and frameworks such as TensorFlow or PyTorch for implementing machine learning algorithms and natural language processing models. 7. AI-Powered Features: 7.1 Intelligent Job Recommendations: • Implement AI algorithms to analyze user preferences, historical job searches, and user behavior patterns to provide personalized job recommendations. • Utilize collaborative filtering or content-based recommend...

...support for integrating the system into various applications or platforms. Skills Required: - Proficiency in natural language processing (NLP) techniques, including sentiment analysis and emotion recognition. - Strong background in deep learning, particularly convolutional neural networks (CNNs) and recurrent neural networks (RNNs). - Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras. - Expertise in image processing and computer vision techniques for emotion recognition from visual data. - Familiarity with audio signal processing methods and speech emotion recognition. - Ability to implement and optimize multi-modal fusion strategies. - Knowledge of explainable AI techniques for model interpretability. - Experience in deploying AI models in produc...

...with the data visualizations, such as filtering views based on time or sentiment. Tools & Techniques: Web Development: Use HTML, CSS, and JavaScript for the frontend, with frameworks like React or Angular to enhance the user interface. Backend Development: Python with Flask or Django for server-side logic, handling API integrations, and user data management. Machine Learning: Use TensorFlow or PyTorch for building the recommendation engine, and NLTK or similar libraries for sentiment analysis. Data Management: SQL or NoSQL database to store user profiles and their preferences. Version Control: Git for source code management and collaboration. Submission Requirements: Code: Source code with comprehensive comments detailing the functionality of each part of the system. Document...

I'm seeking a Junior AI Oracle Developer to assist with market trend analysis in the cryptocurrency space. The primary focus for this project is Python. Key Responsi...AI-driven models for market trend analysis in the cryptocurrency sector. - Conduct in-depth research and data analysis to inform these models. - Regularly report on market trends based on AI insights. Ideal Candidate: - 1-2 years of experience in AI and Python. - Strong understanding of market analysis and trends, particularly within the cryptocurrency sector. - Prior work with Solidity, TensorFlow, PyTorch, or Keras would be beneficial but not essential. - Ability to adapt and learn quickly in a fast-paced environment. Please be prepared to share examples of your work or portfolios that showcase your skills ...

I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have ...Pre-trained Transformer). My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion ...

As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer ...AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition an...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can ...

We are looking for profficient ML developers to help with our project, we seek expertise in the below tasks: --Sglang/vllm llm deployment on cloud platforms, such as dstack sky and salad --Stable diffusion finetuning, and efficient cloud deployment --Can define custom model architectures in Pytorch --Experience in Transformers, Diffusers, and huggingface This project will potentially continue for a long period of time, so developers that delivered great work in early stages will have the chance to work long-term with us.

...ideal candidate will combine expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computi...

I need a minimal flutter example app for android. The app must scan Bluetooth Ibeacons. I do not need a complete UI, simply a button to start scan and another to stop scan. The information obtained from beacons can be showed in a textbox. The monitoring of beacons mut be "Ranging" (each transmition of beacon must be received and showed) Is very important the scan continue in background. When the app is minimized or out of focus, the app must launch a foreground service (or the foregrounn service can be allways active on all the life of app) when te foreground service is running, a permanent notification must be showed (android policy to allow foreground service). The app must request all permitions required to user on start. When the app is minimized, and the foreground...

I'm in need of a professional who can create a 3D Convolutional Neural Network (CNN) model diagram for a brain tumor classification project. I will share file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly beneficial.

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and ma...

I am looking for an experienced Flutter developer to create a minimal example that can effectively scan iBeacons for Android. This should be a simple, text-based UI that can display the UUID, major & minor values, as well as signal strength of iBeacons. Furthermore, it's important that the scanner remains functional in the background via a foreground service, providing a simple text notification when interacted with. The detection process must be constant (ranging). Key requirements for the project: - Develop a minimal Flutter app for Android - Ability to scan iBeacons and display UUID, major and minor values, and signal strength - The app should continue to work in the background - Use a foreground service for background function - Provide a simple text notification from...

if anyone is ready to provide me a work for this title : Panoramic Image Stitching Using CNN by Matlab or Python, pls contact me, we can discuss more.

...integration for a timely project. More specifically, I'm currently using PyCharm and a variety of ML frameworks or libraries to test a range of custom signals. The ideal candidate for this project should possess the following skills and experience: - Proficiency in PyCharm IDE for Python - Familiarity with various machine learning frameworks or libraries, including but not limited to TensorFlow, PyTorch, Scikit-learn, Keras, MXNet, and Caffe - Experience in integrating different ML stacks The top priority is to have this project completed as soon as possible. Be prepared to share your approach and timeline for project completion during our discussions. Your adaptability and ability to handle tight deadlines will be highly valued in this project. Let's test the bound...

...for a proficient Python developer who can help troubleshoot and improve my machine learning model. My model, which utilizes CNN and BiLSTM, yields inconsistent results across different datasets and experiences issues with overfitting. Here are some more details about the project: - I have around 1,500 samples to use. - The data in unbalanced dataset. - The project could involve revising the model structure, tweaking parameters, or introducing regularization or dropout methods. The freelancers applying should possess the following skills: - Extensive Python knowledge - Experience working with machine learning, deep learning algorithms, and data science particularly CNN and BiLSTM - Understanding of overfitting and the methods to prevent it Just a heads up. The performa...

...candidate with extensive expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. More than 5 years of experience. Responsibilities: Design and develop a Layer 1 blockchain infrastructure optimized for task distribution in decentralized environments. Implement and maintain AI services using frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU computin...

...primary goal will be to combine AI, blockchain, and systems infrastructure knowledge to create a high-performance and secure platform that's fully scalable. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containerization, and orchestration. Optimize GPU co...

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We're seeking Python d...be able to edit the generated LaTeX code if modifications are needed. They can then download the result as a docx, doc, or LaTeX file. Additionally, there should be a copy-to-clipboard icon for easy use. - An easy-to-understand UI will be appreciated. Key Skills: - Proficiency in Python programming language. - Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or Keras. - Strong understanding of computer vision techniques and OCR algorithms. - Web development skills using frameworks like Flask or Django or Streamlit. - Familiarity with image processing libraries such as OpenCV. - Excellent problem-solving and communication skills. If you have already worked on similar task. please attach work samples in your ...

I have a back end code for a project of phishing website detection…it is a CNN vs LSTM comparative study …but I want a person who can develop a UI for that project as well as who can explain that code to us

I require a deep learning professional to write a well-researched paper on traffic prediction in seaports. The specific domains need not be confined; I am open to any, including CNN-LSTM, GRU, and RNN, with perhaps an emphasis on utilization to improve efficiency. The final paper should be suitable for publication in a SCOPUS or ABDC journal. I need this task completed within a month. Ideal Skills & Experience: • Expertise in various Deep Learning domains • Proven record in research paper writing • Experience with traffic management or port logistics would be a bonus • Ability to deliver the project within a strict timeframe • Knowledge of SCOPUS and ABDC journal requirements for research articles

I'm seeking an experienced Python - TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understandi...

Example style: We - LigoWave provide easy-to-use wireless networking solutions for businesses and communities, ensuring reliable connectivity with advanced technology. We will be releasing new product and we want video showing the highlight features with "Mike" as our older videos had. We no longer have the contacts of older team who did those videos. I am looking for a talented animator to produce a high-quality 2D video that is under two minutes long. Key requirements are: • Skilled in 2D animation. This is a must as it is the style we have chosen for this video. • An ability to produce engaging and captivating content within a short span of time. The video is less than a 1.30min . • An understanding and ability to work

Role Overview: We are working on a project and seeking a highly skilled individual with a strong background in deep learning and c...in deep learning and computer vision. This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications in top-tier AI/ML ven...

Hi I need to very basic example on how to call a rest api from Aveva using a put command. It should be build importing .net libs.