Tensorflow keras cnn işler

Elimde veri seti var yabani otlar üzerine. Hazır algoritlamalarla (CNN ve YOLO türevleri gibi) eğitecek ve var olan algoritmaları geliştirecek bir görüntü işlemeci arıyorum. Bu iki sonucu kıyaslayacağım. Python ve MATLAB üzerinde yapılabilir

Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting ...

Flask ortamında CNN tabanlı derin öğrenme modellerini interaktif biçimde anlatan wiki sayfası / admin paneli 4 girişli tek çıkışlı tahmin yapan çok katmanlı algılayıcı

Akciğer kanser teşhisi yapan 3D CNN yapay zekayı colabda başarılı bir şekilde oluşturmak.

- python dili ile deep learning uygulaması yapılacak. tensorflow ve keras kütüphaneleri kullanılacak. -elimde bazı görüntüler var. bu görüntülerde toplam 5-6 sınıfa ait nesneler var. -resim üzerindeki nesneler sınıflandırılacak.

3000 tweet,17 K tweet, Reuters data setlerinde sırasıyla SVM, CNN, FastText algoritmaları kullanılarak çözümü yapı ben sizinle paylaşıcam

Verilen dataset ile tensorflow modelinin eğitilmesi ve tensorflow kullanarak oluşan .pb dosyasının .tflite dosyasına dönüştürülmesi.

Saya sedang menanam jagung , untuk mendapatkan hasil yang di inginkan tentu harus dengan kerja keras, yaitu seperti perawatan yang maksimal, pemupukan yang sesuai dengan standar yang telah di tentukan

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models i will provide few images after you show the dome on those i will award the project.

I'm seeking a machine learning expert with extensive experience in computer vision and image processing. The project involves developing a multi-modal attention framework ...framework integrated with a Vision Transformer for enhanced copy-move forgery detection. Key Responsibilities: - Use publicly available benchmark forgery detection datasets to train and evaluate the model. - Focus on achieving high detection accuracy through the implementation of effective machine learning strategies. Ideal Skills: - Proficient in Python and relevant machine learning libraries (TensorFlow, PyTorch). - Strong understanding of Vision Transformers, CNNs and attention mechanisms. - Experience in developing and testing models on benchmark datasets. - Excellent problem-solving skills and atten...

...React Native. - Backend built on either Python or Node.js. - AI and machine learning implementations using TensorFlow or PyTorch. - Hosting on AWS or Google Cloud. - Payment integration via Stripe or PayPal. Deliverables: 1. A fully functional app and website featuring smooth navigation. 2. Real-time API integrations for live data. 3. A scalable backend capable of secure subscription management. 4. Deployment across app stores for both iOS and Android. Ideal skills and experience include: - Proficiency in React Native for frontend development. - Extensive knowledge and experience in backend development with Python or Node.js. - Familiarity with AI/ML frameworks, particularly TensorFlow or PyTorch. - Prior experience with AWS or Google Cloud for hosting. - Expertise in in...

Jo...in processing structured and unstructured data. ● DataStructures and Algorithms: ○ Proficient in manipulating arrays and lists, implementing searching and sorting algorithms. ○ Experience with recursion and analyzing time and space complexity. Additional Skills and Experience ● Familiarity with web frameworks such as Django or Flask. ● Exposuretodatascience libraries like Scikit-learn, TensorFlow, or PyTorch. ● Hands-onexperience in big data projects and advanced data transformation techniques. Qualifications ● Bachelor’sorMaster’s degree in Computer Science, Engineering, or a related field. ● Provenexperience as a Data Engineer or in a similar capacity. ● Stronganalytical and problem-solving skills. ● Excellentcommunication and teamwork capabilities.

...Android). • Backend: Firebase (Authentication, Firestore, Cloud Functions, Storage). • Analytics: Firebase Analytics and Cloud Messaging (FCM). Phase 2: Advanced Features and AI Integration Objective: Add advanced features for enhanced engagement and personalization. Key Features: 1. AI Video Analysis: • Record users performing Surya Namaskar. • Analyze posture using Google MediaPipe or TensorFlow Lite. • Provide personalized feedback and improvement percentage. 2. Real-time Leaderboards and Gamification: • Community challenges and daily/weekly goals. 3. Enhanced Event Management: • RSVP and registration for events. • Automated event notifications. Phase 3: Social Features and Marketing Tools Objective: Build community engage...

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

...professionals to help us expand our platform by creating or adapting SaaS solutions in AI-driven technologies and digital marketing tools. Who We’re Looking For: Developers who have existing SaaS codebases related to marketing, AI, or automation tools. Professionals who can redevelop or enhance existing SaaS models to meet our platform’s needs. Expertise in AI/ML integration (e.g., OpenAI APIs, TensorFlow, or similar technologies). Proven experience building scalable, user-friendly SaaS platforms. --- What We Offer: Competitive compensation based on experience and scope of work. Opportunities for long-term collaboration as we grow our platform. A clear vision and roadmap for integrating your tools or building new ones. --- How to Apply: Please provide: 1. Details abou...

I'm in urgent need of an AI/Data Science expert for a crucial project in...The primary focus is on finalizing an AI-driven anomaly detection system designed to protect financial networks from quantum computing threats. Key Responsibilities: - Completing model training and evaluation pipelines - Troubleshooting and ensuring all program components operate smoothly Ideal Candidate: - Extensive experience with AI-driven anomaly detection systems - Proficient in Python, TensorFlow, and Elasticsearch - Familiar with adversarial testing frameworks - Able to work under pressure to meet tight deadlines Your expertise will directly contribute to the security of critical financial networks. If you have a strong background in this field and can assist me in finishing the program, pleas...

...Sistem Rekomendasi Produk Deskripsi: Sistem AI yang merekomendasikan produk, film, lagu, atau konten lainnya berdasarkan preferensi pengguna. Teknologi yang Digunakan: Machine Learning: TensorFlow, PyTorch, atau Scikit-learn. Dataset: MovieLens untuk rekomendasi film, atau dataset e-commerce untuk produk. Contoh Proyek: Rekomendasi produk untuk e-commerce. Rekomendasi musik berbasis genre yang sering didengar. --- 3. Pengolahan Gambar (Image Processing) Deskripsi: AI yang dapat menganalisis dan mengenali objek atau pola dalam gambar. Teknologi yang Digunakan: Computer Vision: OpenCV, TensorFlow, atau PyTorch. Pre-trained Models: YOLO, ResNet, atau Inception. Contoh Proyek: Aplikasi pengenal wajah untuk akses keamanan. Deteksi tanaman sehat atau berp...

...applications. - Data extraction and database development: A minimum of 5 years of experience in structured data extraction and database creation. -CV Analysis: Proven familiarity with CV parsing and insights generation. Adaptive Learning Systems: Strong ability to design and implement systems that learn and improve over time. -Technical Tools: Proficiency in AI tools and frameworks such as Python, TensorFlow, PyTorch, or equivalent. - Problem-solving skills: Demonstrated ability to troubleshoot, innovate, and implement scalable AI solutions. - Must respond promptly to all queries and maintain clear, consistent communication with team members. - Must allocate and dedicate sufficient time to achieve agreed-upon results within specified deadlines. ______ The challenge: We are loo...

...o AWS (Amazon Web Services) o Google Cloud Platform (GCP) • Features: o Compute services (e.g., EC2, App Engine) o Storage solutions (e.g., S3, Firebase Storage) o Serverless functions (e.g., AWS Lambda, Google Cloud Functions) ________________________________________ 5. AI/ML Integration For intelligent features like telemedicine, diagnostics, and personalized recommendations. • Libraries: o TensorFlow or PyTorch for machine learning models. o OpenCV for medical image analysis. • Natural Language Processing (NLP): o For chatbot and feedback analysis using libraries like SpaCy or NLTK. ________________________________________ 6. Payment Integration Secure and efficient payment gateways for transactions. • Gateways: o local payment processors. _________________...

...Structured data storage with PostgreSQL and multimedia storage with MongoDB. Additional Features: • Push notifications for updates and alerts. • Cloud hosting (AWS or Google Cloud). • Analytics dashboard for crime trends and mapping. Required Skills: • Mobile Development: Flutter or React Native. • Backend Development: Node.js or Django. • AI/Facial Recognition: OpenCV, Amazon Rekognition, or TensorFlow. • Database Management: PostgreSQL and MongoDB. • Cloud Hosting: AWS or Google Cloud. • Security: Data encryption, Oauth 2.0, and secure coding practices. Deliverables: 1. Fully functional mobile app (iOS and Android). 2. Scalable backend system with secure databases. 3. Cloud deployment and post-launch support. Estimated duration: 4-6...

I'm in need of a Keras model that can effectively detect faults in industrial machinery by analyzing noise generated by these machines. The model should classify time series data into three categories: Fault A, Fault B, or Normal. Key Requirements: - The model will work with time series data of length 150. - The goal is to identify faults as early as possible. - The model should be able to maximize the total score based on detection accuracy: each correctly identified fault earns 1 point, while each misidentified fault deducts 1 point. Data Overview: - The training dataset contains approximately 400 time series recordings, while the testing dataset has around 1000. Please note that the testing dataset includes all the data from the training set. - All data is in the form of n...

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

...expert advice on best practices for implementing AI-based content generation, with a focus on machine learning for style adaptation. Preferred Skills: Fine-Tuning OpenAI Models: Experience with fine-tuning OpenAI models on client-specific datasets or content data to better tailor the generated output. Advanced NLP Tools & Libraries: Familiarity with other NLP libraries like Hugging Face, spaCy, or TensorFlow to further enhance content style learning. Scalable Deployment of AI Models: Experience with deploying machine learning models at scale, particularly in contexts that involve dynamic content generation. AI Graphic Design Advice: In addition to content writing, we are also exploring AI-powered tools for graphic design, including logo creation, banner design, and other visu...

...Flutter or an equivalent framework. • Integrate AI-based pose detection (e.g., MediaPipe, TensorFlow, or similar open-source libraries) to provide real-time form correction for exercises. • Design and implement a user-friendly interface with essential workout features. • Set up freemium in-app purchases to enable access to premium features. • Ensure the app is responsive, secure, and performs well across devices. • Test and debug the app before deployment. Skills and Experience: • Strong experience in mobile app development for iOS and Android. • Expertise in Flutter, React Native, or other cross-platform frameworks. • Familiarity with AI and pose-detection libraries (e.g., MediaPipe, TensorFlow). • Proven experience i...

I'm seeking a seasoned professional in the field of Reinforcement Learning (RL). The project primarily revolves around the application of RL techniques to solve complex problems. Although the specific objective and application domain have yet to be determine...specific objective and application domain have yet to be determined, the ideal candidate will have the ability to propose and implement innovative solutions across a variety of fields. Key Skills and Experience Required: - Deep understanding and practical experience with Reinforcement Learning - Ability to create and implement complex RL models - Experience with Python and RL libraries (e.g., TensorFlow, PyTorch, OpenAI Gym) - Strong problem-solving skills and creativity - Excellent communication skills for explaining c...

I have a 30 GB .DAT file containing binary data that needs to be processed and classified using a Convolutional Neural Network (CNN). The output from the model should be classification labels. Ideal candidates for this project should have: - Proficient experience in machine learning, specifically with CNNs - Ability to handle and process large datasets - Familiarity with .DAT and binary data - Skills in data preprocessing and feature extraction - Experience in delivering classification labels from a trained model Your expertise in these areas will be key to the successful completion of this project.

...into a bin while others continue to the end of the conveyor. 5. **Reporting**: - Generate a **detailed printout** for each identified coin, including: - Coin type - Key date or mint error description - Approximate value --- ### **Project Requirements** - **Experience with Machine Vision and Image Processing**: - Familiarity with OpenCV, TensorFlow, or similar technologies. - **High-Speed Processing**: - Must optimize software for processing large volumes of coins quickly and accurately. - **Integration Expertise**: - Ability to collaborate on hardware-software integration. - **Database Handling**: - Experience creating or managing searchable databases for the coin library. - **Strong Communica...

Global Visa System Scope. Scope of Work and Deliverables for the Development of a Global Visa Application System Project Overview The Global Visa Application System aims to streamline the visa application process th...(2 months): Mobile applications development. Integration of AI and payment gateway. Testing of website and admin panel. Phase 3 (2 months): Full system integration. End-to-end testing and deployment. Launch and post-launch support. 4. Technology Stack Website and Admin Panel: MERN Stack (MongoDB, , React.js, Node.js) Backend: Django Mobile Apps: Flutter AI Technologies: TensorFlow, PyTorch, OpenAI GPT models Cloud Services: AWS or Google Cloud for hosting and scalability Third-party Integrations: Stripe/PayPal for payments, Twilio for SMS notifications

...modèles d’intelligence artificielle open source pour la reconnaissance alimentaire. Le projet repose sur des frameworks comme TensorFlow, YOLO ou Fastai et des ensembles de données tels que Food-101. L'objectif est de développer une application performante, user-friendly, capable d'identifier des aliments à partir d'images et de fournir des informations nutritionnelles ou des recommandations. Responsabilités Adapter et entraîner des modèles open source pour la reconnaissance alimentaire. Développer une application mobile native ou cross-platform (iOS et Android) en utilisant Swift/Kotlin ou Flutter/React Native. Intégrer le modèle IA à l'application mobile via TensorFlow...

...Manage a secure database for colleges and user data. 6. Optimize search functionality for speed and relevance. 7. Ensure seamless backend and frontend integration with APIs. 8. Students should have a login dashboard to check their application status Required Skills: Frontend: HTML, CSS, JavaScript, React.js/Angular/Vue.js. Backend: Node.js/Django, API development (REST/GraphQL). AI: Python, TensorFlow/Keras, recommendation systems. Database: MySQL, MongoDB, cloud-based storage. Tools: Git, AWS/GCP, Docker/Kubernetes. Preferred: Experience in EdTech platforms, SEO, and payment gateways....

...insights into the challenges of nested NER in biomedical literature. Documentation: Code Documentation: Provide clear and concise documentation for all code, including comments, docstrings, and README files. Project Report: Prepare a comprehensive report summarizing the project methodology, results, and findings. Required Skills: Strong proficiency in Python and deep learning frameworks (e.g., TensorFlow, PyTorch). Solid understanding of Natural Language Processing (NLP) concepts, including tokenization, word embeddings, and sequence-to-sequence models. Experience with RNN-T models or similar sequence-to-sequence architectures. Familiarity with nested entity recognition and its challenges. Experience with data preprocessing, feature engineering, and model evaluation. Excellent ...

I’m seeking a freelancer to enhance my TensorFlow-based semantic segmentation model on the Cityscapes dataset. The current mIoU is ~40%; the goal is at least 80% mIoU using a novel and lightweight architecture (≤ 1M parameters). Requirements: - Experience in hyperparameter tuning, data augmentation, and fine-tuning. - Access to a GPU or high-performance computing resources. Responsibilities: - Design a novel, lightweight model architecture for semantic segmentation. - Optimize training processes and implement advanced techniques for performance improvement. - Train the model using high-performance resources. - Provide detailed documentation and actionable insights for further refinement. Deliverables: - A trained model achieving the target mIoU with a...

...Programming Language C/C++: High performance; ideal for low-level codec implementation. Rust: Safe and modern, with great performance. Python: For rapid prototyping (pair with libraries like OpenCV or FFmpeg). Frameworks FFmpeg: Use as a base for processing video streams. Modify or extend using your custom algorithms. OpenCV: Useful for preprocessing (e.g., noise removal or region tracking). TensorFlow/PyTorch: Integrate AI/ML for adaptive compression or motion estimation. >>>Step 4: Algorithm Design Here’s where the real innovation happens. 1. Preprocessing Noise Removal: Use filters (Gaussian, bilateral) to improve compressibility. Downsampling: Reduce resolution or frame rate where appropriate. 2. Custom Transform Coding Replace DCT with wavelet transforms f...

I'm seeking a skilled freelancer to help me customize my Raspberry Pi 5 and Hailo setup for various AI and machine learning applicati...for tool checkin/out management - copy tmux, tmuxinator, powerline etc to this device from my old one Windows on-premise integration is a must among other platforms. Additionally, I will need the following software pre-installed on the Raspberry Pi 5: - TensorFlow - PyTorch - OpenCV Ideal Skills: - Expertise in AI and machine learning - Experience with Raspberry Pi and Hailo - Proficient in TensorFlow, PyTorch, and OpenCV - Knowledge in computer vision, NLP, and data analysis Your assistance will be essential for the successful implementation of this project. Looking forward to your bids.

I'm looking for a graphic designer who can create a series of inspirational quotes, tailored for social media. The project is titled 'hidup keras', which translates to 'hard life' in English. This title serves as a theme, suggesting that the quotes should resonate with people facing challenges and looking for motivation. Key Responsibilities: - Design visually appealing graphics featuring inspirational quotes. - Ensure the quotes are suitable for various social media platforms. - Maintain a consistent aesthetic throughout the project. Ideal Skills: - Proficient in graphic design software. - Strong understanding of social media trends and aesthetics. - Ability to convey deep emotions through design. Please provide samples of your previous work with inspi...

...hotspot detection. Deep Learning: LSTMs for time-series data analysis. Frameworks: TensorFlow Lite for Android, PyTorch Mobile. Mobile App Backend Role: Handle data integration, API requests, and communication between the AI model and the app. Tech Stack: Node.js, Python (Flask/Django), or Java Spring Boot. User Interface Features: Interactive map displaying real-time traffic. Voice-guided navigation. Alerts for accidents or road closures. Framework: Kotlin/Java for Android, Jetpack Compose for UI design. 3. Deployment on Android Model Deployment Convert trained AI models to TensorFlow Lite or ONNX for Android compatibility. Optimize for performance on re...

I'm seeking an experienced data scientist with LSTM (Long Short-Term Memory) model expertise to help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically lookin...help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for any unusual patterns or behaviours. Key details: - The data is stored in CSV files. - The primary purpose of the model is to identify anomalies in the movement of dogs. Ideal skills and experience: - Proficient in Python and its data science libraries (Pandas, NumPy, TensorFlow, Keras). - Extensive experience with LSTM models and anomaly detection. - Strong understanding of working with time series data. - Experience in handling and...

...tasks, and OpenAI API calls. Consultation & Communication: Ability to advise and guide on best practices for AI implementation, particularly around content generation and machine learning for style adaptation. Preferred Skills: Experience with fine-tuning OpenAI models on specific datasets or client data. Familiarity with additional tools or libraries for NLP, such as Hugging Face, spaCy, or TensorFlow, for content style learning. Experience with scalable deployment of machine learning models, particularly in a content generation context. ** I would like to hear also advices about same concept for ai graphic design . **...

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hello i have task to complete my school demo app to add "forget password feature" , the app running on local (android studio) , an using tensorflow, flask, transferlearning, googlecloud storage, paging 3, and retrofit

Pada abad kekosongan hiduplah seorang bayi yg lahir di Ngawi utara diberi nama ambashall sejak kecil lingkungan ambashall memang keras dan banyak sekali perampokan yg terjadi yang membuat ambashall terbiasa dalam hal kekerasan namun sejak kematian sang ayah nya yang seorang kapten kapal bajak laut yg kapal nya karam setelah diterjang badai petir yg sangat besar membuat dia memiliki minat dengan dunia bajak laut di awal ambashall membeli kapal dari seorang bajak laut yg pensiun lalu ambashall mengumpulkan para anak buah nya saat mencari anak buah dia menemui seorang yg tergeletak di pinggir pantai dia lalu dia mengobatinya dan ternyata dia adalah navigator handal yg kapalnya hancur ketika Ditembak dengan kapal bajak laut lain setelah 3 tahun dia berhasil mengumpulkan banyak anak buah...

kepada tujuan diri anda dan jangan mengambang tujuan anda keras dan kerja cerdas orang" yang tidak bermanfaat untuk anda ada dalam kesulitan berusaha lah untuk mencari jalan solusinya jangan langsung menyerah ke uangan anda dengan bijak punya gaya hidup yang mewah sebelum anda menjadi orang yang sukses terlalu bangga untuk di puji seseorang teman yang bisa membantu anda untuk kerja sama terlalu percaya kepada orang di sekitar anda lah dari zona nyaman mu

...development). Backend: Firebase (for database, authentication, and cloud functions). Programming Languages: Frontend: Dart (Flutter framework). Backend: Node.js for any additional server-side logic. Database: Firebase Firestore for real-time and scalable database solutions. Cloud Services: Google Cloud or AWS for hosting AI models and additional backend processes. AI and Machine Learning: TensorFlow or PyTorch for developing AI-based spending prediction models. APIs for currency conversion and real-time updates. Design: Figma or Adobe XD for UI/UX designs. Follow Material Design guidelines for Android and Human Interface Guidelines for iOS. Development Phases: Phase 1: Initial Setup and Core Features Implement user authentication. Develop basic expense logging a...

...developer for a long-term project, with a strong emphasis on machine learning. This role demands a blend of various skills and experiences, ideally with a focus on unsupervised learning. Key Requirements: - Expertise in programming languages, primarily Python, for AI model implementation and API interaction. - Deep understanding of machine learning principles and experience with frameworks such as TensorFlow and PyTorch. - Proficient in natural language processing, with familiarity in NLP libraries and techniques. - Skills in audio processing and voice recognition libraries. - Competent in data management, from collection to preprocessing. - Proven experience in integrating different technologies into a cohesive application. - Skilled in testing software and analyzing performan...

...experience in Machine Learning to design and deliver a practical 12-week course aimed at participants who want to acquire market-ready skills. Proven expertise in Machine Learning, especially in areas such as predictive modeling, data processing, and supervised/unsupervised learning. Previous experience as a trainer or course designer (online or in-person). Proficiency in tools like Python, TensorFlow, Keras, Scikit-learn, or similar. Ability to clearly explain complex concepts in a practical and approachable manner. Strong teaching skills and a focus on active learning. Must be fluent in Spanish (spoken and written). Design a 12-week structured course with theoretical and hands-on modules. Provide real-world examples and practical projects to ensure skill application. ...

Baseline Experiments: Train baseline models (e.g., Logistic Regression, Decision Trees) and evaluate performance. Model Tr...Optimize models using metrics like precision, recall, F1-score, and AUC-ROC. Validation: Use cross-validation and threshold adjustment for robustness. Documentation: Log all experiments, ensure reproducibility, and provide visualizations (e.g., confusion matrices, ROC curves, feature importance plots). Requirements: Expertise in machine learning algorithms and tools (e.g., Python, scikit-learn, TensorFlow). Experience with data preprocessing and imbalanced datasets. Proven track record of working on high-quality projects. Deliverables: Comprehensive experimental results and comparisons. Well-documented methodology and logs. Visualizations and insights for pu...

...models on Xilinx-based FPGAs through TVM. The goal is to execute AI models trained with TensorFlow on a Xilinx FPGA, specifically the Ultra96v2 board. We are following the guidelines to execute a TVM-compiled AI model using the Vitis AI DPU. We are looking for validated tips to solve each issue and require remote support or virtual meetings. The available platforms for remote assistance include Skype, Zoom, Webex, and Microsoft Teams. Currently, we are using TensorFlow version 2.18, PYNQ version 3.0.1, Vitis AI version 2.5, and TVM version 0.19. 1. TensorFlow Model Conversion Error While following the example (), to convert a TensorFlow AI model into a relay model, we encountered an error using the function

Consultor Freelance en Intelige...(Python, R, SQL, etc.). Facilitar la transferencia de conocimientos a nuestro equipo interno mediante sesiones de mentoría. Proponer las mejores prácticas y metodologías en proyectos de IA/ML adaptadas al sector financiero. Requisitos: Experiencia demostrable en la implementación de proyectos de IA/ML (se valorará experiencia en banca). Conocimientos avanzados en herramientas y librerías como TensorFlow, PyTorch, Scikit-learn, Pandas, entre otros. Experiencia en manejo y análisis de grandes volúmenes de datos, preferiblemente datos bancarios. Habilidad para d capacitar . Deseable: Experiencia en temas relacionados con análisis de riesgos, modelos de predicción de morosidad, seg...

...development). Backend: Firebase (for database, authentication, and cloud functions). Programming Languages: Frontend: Dart (Flutter framework). Backend: Node.js for any additional server-side logic. Database: Firebase Firestore for real-time and scalable database solutions. Cloud Services: Google Cloud or AWS for hosting AI models and additional backend processes. AI and Machine Learning: TensorFlow or PyTorch for developing AI-based spending prediction models. APIs for currency conversion and real-time updates. Design: Figma or Adobe XD for UI/UX designs. Follow Material Design guidelines for Android and Human Interface Guidelines for iOS. Development Phases: Phase 1: Initial Setup and Core Features Implement user authentication. Develop basic expense logging a...

...clean data for training NLP models, and ensure efficient handling of structured and unstructured data. Research and Innovation: Stay updated on the latest advancements in AI and NLP, recommending and implementing cutting-edge tools and techniques to enhance the platform. Additional Suggestions for Ideal Skills and Experience Specific NLP Expertise: Experience with NLP libraries/frameworks like TensorFlow, PyTorch, Hugging Face Transformers, or spaCy. Real Estate or Related Industry Experience (Optional): Familiarity with real estate, GIS, or urban planning domains to better understand user needs and dataset specifics. Integration Experience: Proven experience integrating AI-driven systems into scalable cloud-based architectures (AWS, GCP, or Azure). Problem-Solving Skills: A...