Nvidia pytorch flownet2trabajos

...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...

...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...

Tengo un video el cual necesito parar por la IA de nvidia.

Tengo un video de 29 minutos que necesito editar con Nvidia Broadcast. Necesito que los ojos de la persona en la presentación miren a cámara. Se edita muy rápido, pero mi PC es pequeño y no piedo descargar Ndivia Broadcast.

Tengo un video de 29 minutos que necesito editar con Nvidia Broadcast. Necesito que los ojos de la persona en la presentación miren a cámara. Se edita muy rápido, pero mi PC es pequeño y no piedo descargar Ndivia Broadcast.

... y positivo ¡Donde hay voluntad, hay un camino! ¡Te ayudaremos! Asegura que tus estándares de codificación cumplan, mejor aún, superen nuestros propios estándares. ** Nuestra Tecnología: Debes tener experiencia con lo siguiente** Nota: Muy simplificado a propósito Windows, Ecosistema de Google: Google Cloud, Google Suite, Google API Python: Marco de trabajo PYQT5, Pytorch, Bibliotecas de procesamiento de lenguaje natural (NLP) Langchain, MongoDB **Entregables** Muy variados. simples en aplicaciones existentes creadas con un propósito específico. experimentales e innovadores: IA, automatización, etc. **Expectativas Críticas** completamente los requisitos. soluciones / resolver proble...

...universitario en Ciencias de la Computación, Ingeniería, Matemáticas u otro campo relacionado. Se valorará positivamente la educación avanzada en IA y Aprendizaje Profundo. Experiencia demostrada en el desarrollo de modelos de IA aplicados a la visión por computadora, generación de imágenes o tareas similares. Conocimiento profundo de frameworks y bibliotecas de IA y Aprendizaje Profundo, como TensorFlow, PyTorch, Keras, etc. Experiencia práctica con técnicas de procesamiento de imágenes, redes neuronales convolucionales (CNN) y modelos generativos. Dominio de lenguajes de programación como Python y habilidades sólidas en programación orientada a objetos. Capacidad para trabajar de m...

Instalar CUDA, Cudnn, PyTorch para proyecto de Python YOLOv5

Requisitos: - Python avanzado + conocimiento de librerías PyTorch o TensorFlow, pandas. - Javascript avanzado (para backend) - Conocimiento intermedio a avanzado de redes y protocolos de comunicación. -Experiencia en frontend. ¿Quiénes somos? Somos una empresa de desarrollo agrícola que busca tanto automatizar como mejorar los procesos de la industria, tanto en el proceso como en la cosecha. Responsabilidades: Desarrollo de complementos y aplicaciones standalone en las plataformas. Trabajo en equipo, remoto. Reuniones virtuales de 1 a 2 veces por semana.

Saludos, necesito un programador que sepa sobre CNN con pytorch para crear una red neuronal con las siguientes especificaciones: Modelo: aVAE Adversarial Varational Autoencoder Interesados escribir para llegar acuerdo y más especificaciones

Se busca profesional...eficiencia y eficacia Requisitos - Experiencia comprobada como ingeniero en machine learning o un cargo similar -Experiencia en reconocimiento facial con machine learning. - alta comprensión de estructuramiento y modelado de datos, - alta lógica algorítmica para modelos robustos en python, java, c, matlab - Conocimiento de los marcos de aprendizaje automático y aprendizaje profundo como Keras o Pytorch y de librerías como tensorflow, opencv, theano - Competente en inglés y bases de datos - Excelentes habilidades analíticas y de resolución de problemas - Cursos de machine learning o Python. - Ser ingeniero electrónico o de sistemas o afines, en ciencias de la computación o matemát...

necesito una rom oreo para mi dispositivo jxd s192, estoy atrapado en kitkat. quiero un desarrollador capaz de crear una rom para nvidia tegra k1. dispongo del codigo fuente y la rom original kitkat

Hola mira tengo un servidor GPU con una tarjeta gráfica Nvidia 1080 gtx y tambien tengo un programa de streaming y quiero transcoding con la tarjeta gráfica pero solo coje la memoria de la propia tarjeta y solo puede hacer transcoding con 2 videos por que se queda sin memoria mi pregunta es se puede hacer que la tarjeta gráfica si no le queda memoria de la que tiene esa misma tarjeta podría usar la memoria ram del servidor osea Tarjeta gráfica nvidia 1080 gtx 2 giga de dedicado Servidor con 64 giga de ram pues que use esta memoria cuando la suya se termine esto se podría hacer ??

Hola, Quiero montar un hackintosh en un dell 7570, las caracteristicas del equipo son: - Intel® Core™ i7-8550U - Solid unit SSD 512 NVRam Toshiba - 16 GB RAM DDR4 - Intel Graphics UHD 620 - NVidia MX130 - Lcd Laptop 15,5'' touchpanel 4K Lo llego a instalar, pero nunca funciona la pantalla 4k touchpanel. Gracias.

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...provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugment or Audiomentations. 7. Ability to work with datasets and experience with data preprocessing libraries like Librosa or SciPy. 8. Experience with model...

...provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugment or Audiomentations. 7. Ability to work with datasets and experience with data preprocessing libraries like Librosa or SciPy. 8. Experience with model...

...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...

...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...

I urgently need an expert, ideally possessing extensive knowledge in CUDA, cuDNN, and Anaconda, to help configure my Windows system. the GPU cuda was working , and wen I tired to use ViT (Vision Trans...Demonstrating how to utilize the GPU in Jupyter Notebook with Vision Transformer (ViT). The essence of this project is to gain a grasp on how to leverage GPU resources efficiently and then apply those skills into the Vision Transformer. The task requires a high level of competency in various tools and the ability to deliver swiftly. Suitable personnel for this task would have an advanced knowledge of NVIDIA CUDA, cuDNN, and excellent usage capability of the Jupyter Notebook. Familiarity with Vision transformer, Anaconda, and basic knowledge of computer hardware will be a strong ...

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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'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 understanding of t...

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...

Software Features ● NVIDIA Isaac Sim experience preferred ● Weld Seam Recognition：accurate seam detection ● Move Path Generation：generate precise welding robot movement ● 3D Simulation：Create realistic 3D environment for visualizing welding process File Processing ● ​DXF File Reading: function to read and extract data from DXF files ● ​Data Parsing: Extract welding specifications from DXF files ● ​Compatibility: Ensure compatibility with various welding piece DXF file formats. ● Optimization: Optimize file processing for speed and efficiency ● Robot Integration: ● Robot Simulation: virtual welding robot for 3D simulation ● Compatibility: Ensure compatibility with different welding robot models ● Calibration: Calibration tools to match simulation with real-world...

I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links s...

I'm looking for a skilled AI engineer with experience in finance, proficient in Python, TensorFlow, and PyTorch. Key Responsibilities: - Design and implement machine learning algorithms to analyze financial data - Develop natural language processing models to process and interpret financial texts - Implement computer vision techniques for data visualization and pattern recognition Ideal Skills: - Proficiency in Python, TensorFlow, and PyTorch is a must - Experience in the finance industry is a plus - Strong understanding of machine learning, NLP, and computer vision techniques - Ability to work with diverse and complex datasets If you're a proactive AI engineer with a keen interest in finance and a proven track record of implementing AI solutions, I'd love t...

As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon th...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

As a client looking to develop a project centered ...a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time...

We are looking for an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Tra...in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not actual execution...

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

...with a developer who is keen on completing and elevating an existing project to new levels of efficiency and user engagement. Your expertise will help us deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **S...

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

...interface for non-technical users. Ensure the system adheres to all relevant social media guidelines and privacy regulations. Work collaboratively with a remote team including a project manager and a content strategist. Required Skills:Strong proficiency in AI and machine learning, especially in NLP and content with Python and common data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Familiarity with social media platform APIs and automation restrictions. Ability to translate complex technical details into simple user experiences. Excellent problem-solving skills and ability to work Skills:Previous experience in developing social media tools or marketing technologies. Understanding of branding and online marketing

I'm seeking a computer vision expert with strong PyTorch experience to help me build a new set of images. This image base will significantly support the generation of training data for my project. Details: - Image Requirements: The task requires the creation of less than 100 images, specifically color images, and images under different light conditions. - Software Skills: Profound expertise in PyTorch is essential, as the work involves a library currently running on this platform. The successful candidate will be detail-oriented and possess a deep understanding of computer vision techniques. They will have previous experience creating image databases and incorporating different lighting conditions. Help me shape the future of my project with your unique skill set.

This should be a 10 min job for someone...over images should be generated using Grad-CAM but alternatives are also ok. Having experience with Grad-CAM will be ideal. - The final output should be in PNG format. Therefore, the ability to generate clear, high-quality images in this format is essential. Demonstrable experience in similar projects dealing with Language Model Visualization will be a significant advantage. Knowledge of Python/Pytorch is key as most ML libraries are often in Python. Efficiency, Accuracy, and attention to detail will be greatly valued. I look forward to seeing your applications. Note I have a fine-tuned Vision Transformer that can classify images. Now I want to see the attention maps when I give the model a new image. I want to see why the model is decidin...

...Attention to Detail: Thorough in tasks and testing, prioritizes accuracy. Openness to Feedback (criticism). Global Mindset: Dedicated to societal betterment over personal gains. Personal Growth: Values self-improvement, avoids counterproductive habits. Competencies: Programming and System Design: Proficient in Python and Java, with extensive experience using ML libraries for NLP such as TensorFlow, PyTorch, and spaCy. Natural Language Processing (NLP): Expertise in GPT models (using OpenAI API), Large Language Models (LLMs), prompt engineering, and text preprocessing techniques like tokenization, stemming, and lemmatization. Extra hours requirements: Willingness to work extended hours and weekends as needed Compensation 12000 - 80000 $ a year + 0.5 - 3% stock options Priorit...

...Progresso: Permitir que os usuários acompanhem seu progresso emocional ao longo do tempo. Aplicar técnicas de aprendizado de máquina para ajustar as recomendações de tratamento. Tecnologias a Serem Utilizadas: Frontend: HTML, CSS, JavaScript para criar uma interface de usuário responsiva. Backend: Node.js ou Python para lidar com lógica de negócios e integração de IA. IA: Frameworks como TensorFlow ou PyTorch para modelos de aprendizado de máquina. Banco de Dados: MongoDB ou SQL para armazenar dados de usuários e interações. Considerações Éticas: Garantir a confidencialidade e a segurança dos dados dos usuários. Estabelecer limites claros para a i...

I am seeking a Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing using AI - Ability to work with and integrate AI image processing code The task involves handling image processing tasks using AI, most likely image classification, object detection and segmentation. The outcome of the task is to have a functioning AI image processing code. Please get in touch if you have the necessary expertise.

As an art enthusiast, I'm taking my passion digital by devisively creating a web application named 'AI Art'. This endeavor is aimed at employing innovative AI technology to generate unique pieces ...control access. - Users should be able to personalize the photos by applying different filters. - The platform needs to facilitate seamless downloading of the AI-generated photos in multiple formats. The ideal partner for this project is a professional with: - A deep comprehension of web application development combined with AI technology. - Proficiency in frameworks like Python, TensorFlow, or PyTorch for AI/ML. - Experience in designing UI/UX for web applications. - Knowledge of various authentication mechanisms for web apps. Join me in my journey to redefine art in th...

I need the FADNet CNN to be trained, optimized (purged), quantized and compiled to be used on the Xilinx DPU. You should know about NN, PyTorch, Python and the Vitis AI tools Tasks to do: - Train the NN - Optimize (prune) - Quantize - Compile

The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...

I'm seeking a tutor who can guide me through finetuning ...these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the finetuning. - Proven experience in working with high-performance computing systems is a must. Experience with Compute Canada's Graham cluster is a plus. - Deep understanding of large language models and their architecture, as well as hyperparameter opti...

...taking hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The notebook sho...

The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...

I require an experienced machine learning developer who can work with tensorflow and convert my existing code into PyTorch which will facilitate easier debugging. Demonstrable experience in ML libraries along with expertise in tensorflow and PyTorch is crucial for this project. The main purpose of my project is to create an explainability model. I will be providing the existing code and the selected freelancer will be expected to: - Analyze my existing code thoroughly - Ensure compatibility with tensorflow library - Convert the code into PyTorch for simplified debugging A strong understanding of machine learning principles and coding is highly beneficial for this task.

1 Overview: This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need. 1.1 Edge Device must be sent video from the CCTV Stream. 1.2 A person must be detected in the input video. 1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file. - Facial Embedding Information - Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.) 1.4 Change to a new face, a new outfit. 1.5 Real-time converted images and generated metadata should be delivered to the storage ...