Tensorflow subgraphPekerjaan

Buat code Faster R-CNN yang sederhana dengan menggunakan Bahasa python dan library tensorflow. Program dapat digunakan dengan mudah dan dapat diedit atau diubah sewaktu-waktu (menandakan codingan program harus sesimple mungkin). input data yang digunakan harus dalam 1 folder untuk images dan 1 untuk annotationsnya. annotationnya dengan format xml files (mirip PASCAL VOC dataset). Output yang diharapkan adalah hasil grafik loss dengan tensorboard, loss untuk RPN dan Classification, gambar yang objectnya telah dikotak dan sebuah file yang berisi koordinat kotak objek dan class yang berhasil diprediksi.

I have the distilberd model in .onnx format. it cant be done with tflite as i have not used tensorflow in my project. i need a flutter developer to start the integration immediately. it is a model for text classification. my budget is no more than 25 euros for each model. i have 3 models in total all similar on the same application. please bid only if you have time and agree with the budget. i dont want any bargain

...learning 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 ...

...requires a 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 G...

...platform. Your 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. ...

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We're see...Users should 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...

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...

I'm in need of an expert in Machine Learning with a strong proficiency in Python. The successful candidate will be assisting me with various stages of my project. Key Tasks: - Data Preprocessing: You will be tasked with cleaning, transforming, and preparing ...background in Machine Learning. - Prior experience with data preprocessing, model development, and model evaluation. - Excellent problem-solving and analytical skills. - Strong communication skills to effectively communicate complex concepts. - The ability to understand business objectives and translate them into technical requirements for ML models. - Familiarity with libraries and frameworks like TensorFlow, scikit-learn, Keras, etc. Please provide examples of previous work in the field of Machine Learning and Python...

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...

I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Enti...

We are looking for an AI expert to train us in the deployment and fine-tuning phases of an...expert to train us 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

...collaborating 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...

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.

...user-friendly 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 strategies

...List Generation: Compile grocery lists based on the week’s recipes, optimizing for cost, and minimizing food waste. Cost Estimation: Provide an estimated cost for the weekly groceries based on prices from local stores or average costs. Technologies: Frontend: Vue.js or React for a dynamic and responsive user interface. Backend: Python with Flask or Django, using machine learning libraries like TensorFlow or Scikit-Learn for AI functionalities. APIs: Integrate with APIs for nutritional data (like Spoonacular or Edamam) and possibly grocery prices from online retailers. Database: Use SQL (like PostgreSQL) for structured data storage of user profiles, meal plans, and feedback. Machine Learning: Implement machine learning algorithms to personalize meal recommendations and learn...

...tasks. 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 ...

...Natural Language Processing (NLP) and AI. This app should be able to analyze uploaded CVs and automatically respond to predefined queries such as years of experience and areas of expertise. Key Requirements: - The application should implement NLTK and Tensorflow as primary AI and NLP technologies. - The solution should not be a copy; it requires originality and a functional outcome. - Importantly, it should feature user authentication and login functionality. Ideal Skills: - Proficiency in NLP and AI, with strong knowledge of NLTK and Tensorflow. - Strong experience in web-application development. - Capabilities in implementing secure login functionalities. - Proven ability to develop unique solutions and problem-solving skills. Please provide a detailed proposal outli...

...de 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 ...

...and usability through efficient coding practices and algorithmic improvements. - Conduct thorough testing and debugging to ensure the stability, reliability, and scalability of the software. Requirements: - Proficiency in programming languages such as Python, JavaScript, or C++. - Strong understanding of computer vision concepts and experience with relevant libraries/frameworks (e.g., OpenCV, TensorFlow, Stable Diffusion, etc.). - Familiarity with augmented reality (AR) and virtual reality (VR) technologies and platforms. - Experience with web development (HTML, CSS, JavaScript) and mobile app development (React Native, Flutter) is a plus. - Solid understanding of software engineering principles, including design patterns, data structures, and algorithms. - Excellent problem-sol...

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 uni...process to 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'm seeking a tutor who can guide me thr...architecture of 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...

...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 shows how ...

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.

...learning, particularly Convolutional Neural Networks (CNN), and experience with popular frameworks like Tensorflow and Keras. The project will revolve around object detection using images as the primary data source. Key Requirements: - Object Detection: The primary goal of this project is to accurately detect objects in images. It is important that the model is able to identify objects of a specific size, so having experience in this area will be crucial. - Deep Learning Expertise: You should be well-versed in deep learning concepts, particularly CNNs. This will be essential in developing an effective object detection model. - Framework Proficiency: Experience working with frameworks like Tensorflow and Keras is a must. You should be able to leverage these tools to impl...

Data Archiving Specialist for Offline Tensorflow Documentation Compilation If you have enough skills to get this done, kindly place your bid to discuss more about task and deadline

We are seeking a highly skilled and knowledgeable Data Archiving Specialist to gather and compile comprehensive offline documentation of TensorFlow, including Tutorials, Guides, and API documentation from the TensorFlow website. This documentation will be used by our team for training and reference purposes in environments without internet access. **Responsibilities:** - Gather all relevant materials from the TensorFlow website, including Tutorials, Guides, and detailed API documentation. - Ensure that the information is up-to-date and comprehensive. - Organize the documentation into an easy-to-navigate format for offline use. - The documentation might be PDF or HTML. - Verify that all links, images, and code snippets within the documentation are functional and correc...

I want someone to teach me how I can create or fine-tune TensorFlow Lite models and fine-tune the model we customized later on that is going to be used in an Android & iOS app. EfficentDet model can be taken as an example.

Project Description: Calling all audio engineers and remix enthusiasts! We're excited to announce a remix contest where you'll have the opportunity to showcase your skills by editing and transforming a classic track. Your challenge is to take the song "Pum...techniques. ML Scripts and Libraries Documentation: If you used machine learning scripts and libraries to achieve the voice modification, provide the following: Scripts: Submit the actual code or a detailed algorithm of the process used. Libraries: List all audio processing or machine learning libraries utilized in your project (e.g., LibROSA for audio analysis, PyDub for audio manipulation, TensorFlow or PyTorch for any neural network implementations). Explanation: Describe how each part of your script contribu...

I'm after a seasoned developer with experience in AI and NLP to help build a S...seasoned developer with experience in AI and NLP to help build a SaaS product. This role will involve developing AI algorithms and implementing NLP techniques, which will ultimately contribute to the development of a sales software. Key responsibilities: - Develop AI algorithms using TensorFlow and PyTorch - Implement NLP using NLTK - Work on the SaaS product to measure sales reps' skill sets based on their sales call performance Ideal skills and experience: - Proficiency in AI and NLP - Experience with TensorFlow, PyTorch and NLTK - Prior experience in developing SaaS products, particularly ones that focus on analyzing sales performance - Strong understanding of machine learning and ...

I'm looking for a freelancer who can use their extensive AI...Mobility Limited. This project will require the AI to have several competencies including: - The ability to operate with voice commands - Smart navigation capabilities - Advanced safety features This project will be a remote position and will require compatibility across multiple platforms: iOS, Android, and Web. You should have experience with several AI technologies and frameworks, ideally TensorFlow, PyTorch, and OpenAI. A strong understanding and demonstrated experience in these areas will ensure the development and implementation of a high-quality AI agent that improves the safety and efficiency of our electric bicycles, enhancing the user experience. Please only bid on this project if you can confidently ful...

I'm seeking a skilled AI developer to c...tasks, and chatbot functions. - Proficiency in Python, Java, and JavaScript preferred, but other languages are acceptable if they are more suitable for the task. - Familiarity with TensorFlow, PyTorch, and Microsoft Cognitive Services is beneficial, but not mandatory. Ideal Skills and Experience: - Strong background in AI development, including experience in building chatbots, recommendation systems, and data analysis tools. - Proficiency in Python, Java, and JavaScript, with a willingness to adapt to other languages as needed. - Ability to work with various platforms and frameworks, with a preference for TensorFlow, PyTorch, and Microsoft Cognitive Services. - Strong problem-solving skills and the ability to work independently ...

Offering a formidable opportunity for Python AI Developers with a forte in Natural Language Processing and Computer Vision. The project is on a grand scale, requiring experience in training and fine-tuning AI models with large volumes of data. Ideal Skills: - Profound understanding of Natural Language Processing and Computer Vision. - Fluency in Python, TensorFlow and PyTorch. - Experience handling AI-focused projects with millions of data points. Your main task will be utilizing your Python skills for AI-oriented tasks specifically in NLP and CV. You'd be working on a complex project, so your ability to work with large sets of data is fundamental. Knowledge of lower-level machine learning models (LLMs) and a proven record of AI model fine-tuning and training is essential. ...

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...a tremendously confidential matter. Furthermore, I'd like to build a relationship of confidentially and trust with my team. We are seeking a talented software developer to join our project and help us build a cutting-edge prediction tool using artificial intelligence. Our ideal candidate will have strong programming skills in Python, including experience with machine learning libraries like TensorFlow or scikit-learn. They must also possess excellent communication skills and be able to work collaboratively within a team environment. This position offers competitive compensation and bonuses, as well as opportunities for growth in future projects. If you are passionate about developing innovative solutions and excited by the prospect of building a high-performance AI system, ...

I need a Python expert who can help me develop a transformer pipeline as soon as possible. Key Requirements: - Previous experience building deep learning pipelines - Expertise in using Python TensorFlow The project has a tight deadline, so I need someone who can start immediately and commit to delivering quality work swiftly. Experience with completing projects promptly is highly preferred.

I'm in need of a Python Engineer with experience in TensorFlow to develop a Desktop application Stock Analysis System. The system is intended to perform real-time stock data analysis and would utilize an AI-driven stock selection algorithm, derived from Indexes, Sectors, ETF's, and subsections.

I'm in need of a Python Engineer with experience in TensorFlow to develop a Desktop application Stock Analysis System. The system is intended to perform real-time stock data analysis and would utilize an AI-driven stock selection algorithm, derived from Indexes, Sectors, ETF's, and subsections. Key requirements include: - Implementation of real-time stock data analysis capabilities - Development of an AI-driven stock selection algorithm - Proficiency in Python, with a strong preference for TensorFlow - Experience in creating Desktop applications Ideal candidates for this project should have a solid background in machine learning, particularly in using TensorFlow for AI applications, as well as a strong understanding of stock market principles. They ...

...model in such system: --- Whether to build a CNN model directly for error detection, or to build a CNN model that recognizes elements, therefore, error detection will be done by pre-programmed algorithms. --- Is a single-class CNN model or a multi-class CNN model works better in situations where CNN model must detect formatting errors in textual documents. Experiments must be done with Keras or TensorFlow or similar library. Data sets will be provided for training and for test after request....

...Execution of SQL queries against the existing database. - Display of query results in a format that is easy to understand. - **Technology Stack:** - Backend: .NET Core (existing) - AI/NLP Model: Choice of suitable LLM (e.g., OpenAI's GPT model) - Database: Existing system database - Mobile: Flutter (existing) - Additional Tools: AI model training and integration tools (Python, PyTorch/TensorFlow) - **Deliverables:** - AI model capable of parsing and converting natural language to SQL. - Integration code for connecting AI model with the existing backend. - Updated mobile app (if necessary) to facilitate the new feature. - Documentation covering design, usage, and maintenance. - **Exclusions:** - Extensive redesign of the existing mobile or backend archit...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I'm in need of a deep learning expert to deve...system. No specific platform compatibility is required at this stage. The system's primary goal is to ensure the safety of workers by accurately identifying if they are wearing safety helmets or not. While there are no explicit freelancer prerequisites for past work and detailed project proposals, expertise in the following areas would enhance your application: - Deep learning frameworks (like TensorFlow, Keras, PyTorch, etc.) - Computer vision - Image and video processing Understanding of workplace safety protocols would be a plus. Your task will involve developing the algorithm and training it with data sets to ensure maximum accuracy and efficiency in the real-world environment. Please apply if you can uphold the objecti...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.