Tensorflow inception v3роботи

...machine learning model during deployment and inference (shape mismatch). These issues need to be resolved to ensure the model performs as expected in a live setting. Key Requirements: - Expertise in debugging ML models - Experience with model deployment and inference troubleshooting - Strong understanding of machine learning principles Ideal Skills: - Proficient in Python and ML libraries (e.g., TensorFlow, PyTorch, scikit-learn) - Familiar with debugging tools and techniques for ML models - Excellent problem-solving skills Please note that the model is being deployed using custom model code, not a specific platform. It must train, inference, save, load full model, load weights, and print evaluation reports. Code already implements these steps. When model is fixed, it will flo...

Hi There : Looking forward to building AI-powered features for a product we are building. Please note we are using the following tech stack. Tech Stack: 1. Front-End: ○ Framework: React.js, Angular, or Vue.js. ○ UI Libraries: Tailwind CSS, Material-UI. 2. Back-End: ○ Framework: Node.js (Express), Python (Flask/Django), or Ruby on Rails. ○ APIs: REST or GraphQL. 3. AI Models: ○ Hosting: TensorFlow, PyTorch, or Hugging Face on AWS, Google Cloud, or Azure. ○ Pretrained Models: OpenAI GPT for NLP, Scikit-learn for predictive analytics. 4. Database: ○ SQL: PostgreSQL, MySQL for structured data. ○ NoSQL: MongoDB for flexibility. 5. Cloud Infrastructure: ○ AWS, Google Cloud, or Azure for hosting and scaling. ○ Kubernetes for container orchestration. 6. Authentication: ○ OAuth 2.0, Fire...

I'm looking for a professional who can assist me with a project that focuses on recognizing American Sign Language (ASL) fingerspelling using TensorFlow. The main tasks involve: - Implementing existing code into a Windows desktop application. The application should be programmed in Python. - Utilizing a Command-Line Interface (CLI) for the user interface. The interface should be designed to be user-friendly, as this is the most important aspect of the real-time recognition system. - Ensuring seamless, real-time recognition of ASL fingerspelling. The ideal candidate for this project should have: - Extensive experience in TensorFlow and real-time system development. - Proficiency in desktop application programming for Windows, particularly in Python. - Ability to create...

I need someone to migrate the reCaptcha on my PHP contact form from v2 to v3. Key Details: - I have detailed documentation on the current reCaptcha setup. - The project is solely focused on the migration. No UI/UX or performance improvements are required for the contact form. - The contact form is standalone with no integrations to other services. Ideal Skills and Experience: - Proficient in PHP and familiar with reCaptcha - Ability to understand and work with detailed documentation - Experience in migrating services without needing to make additional enhancements or improvements.

...to the management microcontroller. The microcontroller activates the corresponding camera and wakes up the Coral Dev Board Micro. Image Capture and Processing: The camera captures an image or sequence of images and sends it to the microcontroller. The microcontroller transmits the data to the Coral for real-time inference. Object Identification: The Coral analyzes the images using AI models (TensorFlow Lite) to detect objects included in a predefined "blacklist." Data Transmission: If an object of interest is detected: The microcontroller activates the configured communication module (Wi-Fi, LoRaWAN, or 4G/LTE). Alerts and relevant data are sent to a preconfigured server or endpoint. If no relevant objects are detected, the system returns to idle state. Energy Manage...

I need a tailor shop app for my team. It should be developed exclusively for Android and incorporate the following features: - Order Tracking: Monitor the status of each order from inception to completion. - Inventory Management: Keep tabs on fabric and supply levels. - Customer Database: Maintain a record of all customers, their preferences, and order history. The app will require Individual logins for each team member, ensuring secure and personalized access. Ideal candidates for this project should have: - Extensive experience in Android app development. - Proven track record in building inventory and order tracking systems. - Skills in database management and creating user login systems.

...for the skill set below. We prefer a full-time freelancer with the desired qualifications to execute the project but small teams can also apply. Tech Stack: 1. Front-End: ○ Framework: React.js, Angular, or Vue.js. ○ UI Libraries: Tailwind CSS, Material-UI. 2. Back-End: ○ Framework: Node.js (Express), Python (Flask/Django), or Ruby on Rails. ○ APIs: REST or GraphQL. 3. AI Models: ○ Hosting: TensorFlow, PyTorch, or Hugging Face on AWS, Google Cloud, or Azure. ○ Pretrained Models: OpenAI GPT for NLP, Scikit-learn for predictive analytics. 4. Database: ○ SQL: PostgreSQL, MySQL for structured data. ○ NoSQL: MongoDB for flexibility. 5. Cloud Infrastructure: ○ AWS, Google Cloud, or Azure for hosting and scaling. ○ Kubernetes for container orchestration. 6. Authentication: ○ OAuth 2....

Project Overview: We are seeking a skille...of the trained model to evaluate its performance. - Use metrics such as precision, recall, and F1-score to assess the model's effectiveness. - Perform validation on a separate dataset to ensure generalizability. Qualifications: - Experience: Proven experience in object detection, computer vision, and machine learning. - Skills: - Proficiency in Python and relevant libraries (e.g., TensorFlow, PyTorch, OpenCV). - Strong analytical and problem-solving skills. - Excellent written and verbal communication skills for report writing. Deliverables: 1. A well-documented dataset suitable for object detection in autonomous driving. 2. A preprocessing pipeline implemented in Python. 3. A trained object detection model with perfo...

...app development. API Integration: Ability to connect multiple data streams via APIs. Experience in configuring and managing RESTful or GraphQL APIs for real-time data exchange. Expertise in AI integration and automated report generation. Machine Learning and AI: Designing and fine-tuning deep learning models for classification, prediction, and data analysis. Proficiency with frameworks like TensorFlow, PyTorch, or Hugging Face for model customization and training. Proficiency in designing and deploying machine learning models to analyze employee performance and optimize workflows. Backend Development: Developing backend systems to support chatbot interactions with databases and APIs. Knowledge of languages like Python, Node.js, or Java, and server management. Experience parsin...

...looking for an experienced developer to deliver a custom AI/ML solution tailored to our specific needs. The project involves: AI/ML Development: Design and training of models using TensorFlow or PyTorch. Focus on computer vision tasks, including image classification, object detection, or segmentation. Backend Development: Integration of the AI/ML model into a robust backend using FastAPI, Django, or Flask. Development of RESTful APIs for seamless interaction between the model and frontend systems. Ensure scalability and performance optimization. Requirements: Strong experience with AI/ML frameworks like TensorFlow or PyTorch. Proficiency in backend frameworks such as FastAPI, Django, or Flask. Familiarity with deploying machine learning models in production environment...

I am looking for a data scientist and a writer with experience in machine learning, particularly with Bi-directional LSTM deep learning algorithms. Your task will be to write an article suitable for journal publication on air pollution predictio...writing sense should be as beginner friendly as possible to avoid suspision. the journal/article should be published in websites where more b tech final year students upload their article not on some international websites except google scholar,springer,etc should be completed within a time span of 20 days Ideal candidates will have: - Proficiency in Python and familiarity with libraries such as TensorFlow or Keras. - Experience with data visualization tools. - Strong academic writing skills. - Previous publication in a scientific journal ...

I need a freelancer experienced in Machine Learning, Arduino IDE, and TensorFlow Lite for Microcontrollers (TinyML) to convert and deploy an existing ML model onto an Arduino ESP32. The model processes Gyroscope and Accelerometer data to detect Freezing of Gait (FoG) in Parkinson's Disease patients. Key Tasks: - Convert the provided Python ML Code into C/C++ compatible with Arduino IDE - Implement data processing and model inference logic on the microcontroller - Use TensorFlow Lite for Microcontrollers to convert and deploy the ML model Ideal Skills: - Proficient in Python and C/C++ - Extensive experience with Arduino IDE and Arduino ESP32 - Knowledgeable in TensorFlow Lite for Microcontrollers - Understanding of Machine Learning concepts and algorithms - Famil...

...Comprehensive Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions....

Build an AI/ML Model for Car Valuations Using Existing Data Project Description: I am looking for a skilled D...Instructions for running the model locally or on a server. What I Will Provide: • A dataset with car valuation information, including: • Car Make, Model, Year, Mileage, Valuation Data, and OTR prices. • Example format of input and output to guide development. Expected Timeline: • 1-2 weeks for delivery. Skills Required: • Machine Learning and Data Science • Python (pandas, scikit-learn, TensorFlow/PyTorch if needed) • API development using Flask/FastAPI • Data cleaning and feature engineering Budget: • Open to negotiation based on experience and deliverables. Important: Please include examples of past ML project...

I'm in need of an expert in TensorFlow 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 that I will provide. Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in TensorFlow - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

...Resources & Environment: A cloud-based GPU instance (e.g., RTX 4090) will be provided for training. Desired Skills & Experience: Proven experience in deep learning, especially model architecture design and optimization. Familiarity with lightweight architectures and pruning techniques is a plus. Ability to carefully balance performance and computational constraints. Strong knowledge of PyTorch or TensorFlow,. *READ* Carefully So you have 2 options, you can deliver a: 1) Custom code (like mobilenet based code etc...) 2) Setup a NAS algorithm (for automated research) As soon as they meet the requirements, any of these 2 are ok. *Important* Once you've been assigned the project, before releasing milestone, there need to be A MILESTONE reached, some work done. ...

I'm in need of an expert in TensorFlow 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 that I will provide. Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in TensorFlow - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

Question: NaN Error During Gradient Calculation in CycleGAN Training; How to solve this Description: Hello, I am a master’s student in the Department of Electrical and Electronic Engineering, working on AI training for image correction (image-to-image transformation) using Python TensorFlow. My current setup involves training a CNN with CycleGAN. I am encountering an issue during training. Specifically: Training setup: 1,500 images, learning rate 2e-4, up to 20 epochs. The issue: During training, the first NaN error occurs when calculating gradients of forward generator and inverse generator both, at epoch 9. This makes others NaN also and training fails. When I set the learning rate to 2e-5, which is smaller, but the error also occurs around epoch 162. What I’m l...

...dental images and identify root canals with high precision and recall. Evaluation: Measure the model's performance using metrics like accuracy, precision, and recall, comparing results with expert dental evaluations. Dataset: The dataset consists of high-resolution IOPA X-ray images collected from dental clinics, formatted as JPEG/PNG files. Preferred Skills: Experience with Python, TensorFlow, or PyTorch Knowledge of computer vision and medical imaging Familiarity with tools like OpenCV, Keras, or similar frameworks Experience in preprocessing and working with radiographic images is a plus Budget: Open to proposals, looking for a cost-effective solution. Timeline: We expect the project to be completed within 3-5 weeks. Deliverables: A fully fu...

...responsive user interface. : For rendering 3D models and visualizations in the browser. CSS Framework: Tailwind CSS or Bootstrap for styling. 2. Backend Development Python with Flask/Django: For server-side logic, AI integration, and API development. Node.js with : Alternative for real-time updates and scalability. AI Libraries: OpenCV: For image stitching and processing. TensorFlow/PyTorch: For AI-based room reconstruction and enhancements. 4. Augmented Reality (AR) Unity with C#: For cross-platform AR development. ARKit (iOS) and ARCore (Android): For native AR features. 5. Database PostgreSQL: For structured data, such as user accounts and vendor catalogs. MongoDB: For unstructured data, such as uploaded images and design metadata. 7. Visualization and Renderin...

...is to run AI models trained in TensorFlow on a Xilinx Ultra96v2 FPGA board. Following the instructions provided in the linked guide, we are executing AI models compiled with TVM using the Vitis AI DPU. The tools and versions currently being used are as follows: • PYNQ: Version 3.0.1 • Vitis AI: Version 2.5 • TVM: Version 0.19 Below are the issues we need help resolving: 1. TensorFlow Model Conversion Error Following the example (), when converting a TensorFlow AI model into a relay model using the tvm.relay.frontend.from_tensorflow function, we encounter the error: "TypeError: dense() got an unexpected keyword argument 'grad_a'." We believe this issue arises because of differences in TensorFlow model arguments introduced wit...

I'm in search of a highly-skilled, equity-based CTO for our burgeoning marketplace platform. This is an exciting opportunity for someone who can bring both technical expertise and a deep understanding of a developer's mindset to the table. Key Responsibilities: - Lead the technical development of the platform - Work closely with the tea...JavaScript/Node.js, Python/Django, or PHP/Laravel is a plus, but not a requirement. What is most important is your ability to lead our technical team, manage product development from a developer's perspective, and communicate effectively in Arabic. The project is in the early stages, with a ready UI and development set to start soon. This is a unique opportunity to be a part of a project from its inception, with the potential for s...

...security. Deploy the platform on a scalable cloud infrastructure (e.g., AWS, Azure, or Google Cloud). Documentation: Write comprehensive documentation for the platform’s architecture, APIs, and user guides. Required Skills and Qualifications Technical Expertise: Proficiency in full-stack development (e.g., Python, Node.js, React.js, Vue.js). Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and NLP tools (e.g., Hugging Face, OpenAI). Familiarity with database management (PostgreSQL, MongoDB) and DevOps tools (Docker, Kubernetes). Other Skills: Strong problem-solving skills and attention to detail. Excellent communication and ability to work independently. Preferred Experience Prior experience building SaaS platforms or marketing tools. Fa...

... and business accounts. • Include basic analytics and reporting features to track platform performance. Technical Requirements • Frontend: HTML, CSS, JavaScript, with potential use of a framework like React or Angular. • Backend: Node.js, Python (for AI/ML), with Django or Flask as possible frameworks. • Database: PostgreSQL, MySQL, or MongoDB for data storage and management. • AI/ML: TensorFlow, Dialogflow, or similar platforms for natural language processing and AI proposal matching. • APIs: Integration with REST APIs for external services like Google, Facebook, email, and WhatsApp. Deliverables • A fully functional MVP that includes all key features outlined above. • Comprehensive documentation for the codebase, including set...

Seeking an expert to guide me step-by-step on integrating Google reCAPTCHA v3 into my existing Ruby on Rails application. The main objective is to prevent spam and abuse, primarily during user registration. Ideal Skills: - Proficiency in Ruby on Rails - Proficiency in Heroku - Proficiency in Github - Experience with Google reCAPTCHA v3 - Strong understanding of preventing spam and abuse in web applications Please note, I'm currently using the official Google reCAPTCHA documentation for this integration.

...Predict lead conversion potential based on historical sales data. AI-driven insights to suggest the best follow-up actions and timing. Lead prioritization based on predicted probability of conversion. Use Machine Learning (e.g., Random Forest, Gradient Boosting) to continuously improve predictions. Technical Requirements: Integrate with the CRM and sales pipeline. Leverage Python (Scikit-learn, TensorFlow) for machine learning and Natural Language Processing (NLP) for analyzing customer communications. 2. AI-Driven Content Personalization & Dynamic Ad Creation Objective: Automatically generate personalized content for emails, landing pages, and ads based on user behavior and demographic data. Key Capabilities: Personalized ...

...design editors. Vue.js: A lightweight and flexible alternative for dynamic interfaces. Databases PostgreSQL: To store structured data like users, products, sales, and store configurations. For handling complex relationships and advanced queries. MongoDB: For unstructured data such as user behavior logs, real-time events, and navigation analytics. Artificial Intelligence and Machine Learning TensorFlow or PyTorch: To create custom AI models like product recommendations, price analysis, and trend predictions. Hugging Face Transformers: For text automation, such as generating product descriptions or automated responses. Web Server and Domain Management Nginx or Apache: To manage subdomains, redirects, and HTTPS configuration. AWS Route 53 or Google Domains API: For manag...

...foundation and the ability to deliver high-quality solutions efficiently. Key Technical Skills Proficiency in C# and .NET Hands-on experience with Node.js, JavaScript, and TypeScript Expertise in NestJS or for backend development Strong front-end skills in React.js, Angular.js, or Vue.js MERN or MEAN stack experience is a significant bonus Familiarity with AI-driven technologies like TensorFlow, OpenAI, and Gemini Responsibilities Collaborate closely with senior team members and mentors to follow best development practices. Participate in daily scrum meetings aligned with EST time zone to ensure smooth project coordination. Requirements Excellent English communication skills (mandatory). Spanish or Swedish language skills are a plus. Strong technical proficiency to tackle ...

...levels of concurrent requests without affecting performance, ensuring a seamless experience for users. Development Requirements Tech Stack: Frontend: React or Angular for responsive and dynamic user interfaces. Backend: Node.js or Python for API development and handling large-scale user data processing. Database: MongoDB or PostgreSQL for secure and scalable data storage. AI & Machine Learning: TensorFlow, PyTorch, or Scikit-learn for developing AI algorithms and models for risk scoring, fraud detection, and behavioral analysis. Biometric Verification: Integration with platforms like Face++, Microsoft Azure Cognitive Services, or AWS Rekognition for face recognition and other biometric authentication methods. Mobile App: React Native or Flutter for cross-platform mobile appli...

Help me in creating a model (Artificial Avatar model) of GAN( Generative adversarial Network) Skills required Tensorflow , pytorch, python Training for Artificial Avatar frontend ( StyleGan2, BIGGAN, unity or unreal engine) . The GAN model will be trained using text data. The GAN model should be able to generate high-quality images from the trained text data. The dataset size is medium. The GAN model will be deployed on a web platform. The text data will consist of facial data. The generated images should have a stylized or artistic look. The project should be completed within 1-2 weeks. The GAN model should generate realistic portraits from the trained text data.

...development, rigorous testing, and deployment on a scalable cloud platform like AWS, GCP, or Azure. Applicants must have expertise in blockchain development, specifically in Solidity, , or , and a strong understanding of tokenomics, liquidity pools, and DeFi protocols. Proficiency in Python is required for implementing trading logic, data pipelines, and AI/ML models. Familiarity with TensorFlow or PyTorch is necessary for developing sentiment analysis and predictive algorithms. Applicants should also have experience in deploying applications on cloud platforms and knowledge of security measures for API keys and wallets. The project will require the delivery of a fully operational trading bot, complete with clear documentation for setup and operation. It is essential that the bo...

I'm looking for a freelancer to develop a human detection and activity tracking system using a Raspberry Pi and a camera module. Key requirements: - Detect individuals in the camera's field of view and track their presence duration. - Send the captured data to a server in real-time for centralized storage and analysis. - Utilize open-source libraries like OpenCV or TensorFlow Lite, optimized for edge computing. - Provide a real-time video feed and logged activity statistics. - Support the integration of multiple camera modules for wider area coverage. - Ensure functionality in low-light conditions by employing infrared cameras or adding night vision capability. - Implement facial recognition to distinguish between different individuals. Ideal skills and experience: - Ex...

...for further fine-tuning and updates. Documentation & Support: Provide comprehensive documentation, including model architecture, training steps, and integration guidelines. Offer support for deployment and initial troubleshooting. Additional Information: Preferred Expertise: Experience with speech synthesis technologies, neural TTS, and Marathi language processing. Familiarity with tools like TensorFlow, PyTorch, and audio processing libraries is essential. Budget & Timeline: Please specify your estimated cost and timeline for project completion. We value quality over speed but aim for a practical timeline. Sample Projects: If you have completed similar projects, please share references or samples of your work. Why Collaborate With Us? This project is part of a larger...

...aim to develop a prototype by March 2025 to pitch to potential investors. I’m seeking a developer to help build this prototype, with the following key responsibilities: • Development: Build the app using a cross-platform framework like Flutter or React Native. • Integration: Implement features like text-to-speech (using Google TTS or CereProc APIs) and predictive text (via ML libraries like TensorFlow Lite). • Accessibility: Ensure features like high contrast mode, switch compatibility, and font size adjustments. • Testing and Refinement: Create a user-friendly prototype ready for testing with users and caregivers. Why Collaborate? This app has the potential to make a significant social impact by empowering nonverbal individuals to communicate effe...

I need help troubleshooting and fixing runtime errors in my Python code for text summarization using the BERT transformer model. Ideal skills for this project include: - Proficiency in Python programming - Extensive experience with BERT and text summariz...troubleshooting and fixing runtime errors in my Python code for text summarization using the BERT transformer model. Ideal skills for this project include: - Proficiency in Python programming - Extensive experience with BERT and text summarization - Strong debugging skills to fix runtime errors - Deep understanding of Natural Language Processing (NLP) techniques - Experience with PyTorch or TensorFlow for model implementation Freelancers with prior experience in working with transformer models and code debugging will be given...

I'm seeking a freelancer to h...fully functional text summarization system using the T5/bert transformer model, with both copying and coverage mechanisms. Key project details include: - Utilizing the CNN/DailyMail dataset for training and testing - Implementing ROUGE and BLEU as evaluation metrics Ideal candidates should have prior experience with transformer models, specifically T5/bert, and be proficient in Python and TensorFlow. Familiarity with the CNN/DailyMail dataset and the evaluation metrics mentioned will be a significant advantage. The goal is a fully operational, cleanly organized codebase that runs smoothly on Google Colab. Please include performance optimization to ensure fast and efficient processing. The project should aim for high accuracy in summa...

I have several Chrome extensions that I need converted from version 2 to version 3. The primary function of these extensions is web automation. They assist with automating tasks on web pages, including filling out forms, clicking on elements, and navigating through different sites. The ideal freelancer for this project should: - Have extensive experience with developing Chrome extensions - Be knowledgeable about the differences between Chrome extension versions 2 and 3 - Be able to convert the extensions without losing any functionality - Have a good understanding of web automation tasks Please only apply if you have relevant experience and can complete this task efficiently.

I'm seeking a freelancer to build a comprehensive and integrated Artificial Intelligence (AI) development environment. This platform will primarily focus on facilitating learning and training with Natural Language Processing (NLP) models. Key Features: - A user-friendly interface that caters to both novice and experienced users. - Seaml...Efficient resource management tools for optimizing computational resources. Ideal Skills and Experience: - Proficiency in AI and NLP model development. - Experience in creating user-friendly software interfaces. - Knowledge of automated hyperparameter tuning techniques. - Familiarity with existing AI tools and platforms, particularly notdiamond.AI. Preferably, the development should use Python and TensorFlow. Primary user goal is for a pers...

...HSE officers, managers, and compliance teams. --- 5. Deliverables A functional prototype of the system with AI and IoT capabilities. Integration with blockchain for compliance tracking. Mobile and web dashboard for monitoring and reporting. --- 6. Timeline and Budget Expected Timeline: [Insert duration, e.g., 6 months]. --- 7. Technical Requirements AI Frameworks Preferred: TensorFlow, PyTorch, or OpenCV. Focus: Object detection, behavior analysis, and predictive modeling. IoT Integration Sensors for environmental monitoring (temperature, air quality, etc.). Location tracking (e.g., GPS, RFID). Blockchain Technology: Ethereum, Hyperledger, or similar frameworks. Use Case: Storing safety data for audits and compliance. --- 8. Partner Expectations ...

Spyglas,VCS,DC,DFT,Verdi,Catapult,Synplify,VerilogXL,Virtuoso,Xcelium,Spectre,Allegro,Vivado,Quartus,ModleSim, Matlab,Octave,Signal Generator,Logic Analyzer,Anaconda,Tensorflow,Keras,Darknet ,notepad++. Language mastery: Verilog,SystemVerilog,UVM,C,C++,VHDL,Python,Firmware etc. Familiar with using: Linux, Windows,Unix,MS-DOS,FreeRTOS. PreviousFields: AISC/IP/IC design,SOC design/verification,FPGA Design/Verification and debugging,AI (especially deep learning),complex digital systems,complex communication systems,mixed digital and analog systems. Work experience focused in Beijing China 5+ years of ASIC experience and 10+ years of FPGA experience, experienced Senior Technical Lead with a demonstrated history of working in the semiconductors industry. Part of 5+ tape outs....

...suitable lightweight models). Integration of person re-identification technology, enabling the system to track individuals over time and scenes, thus preventing duplicate counts. Performance & Efficiency: Real-time frame processing: At least 15–30 FPS for smooth, live feedback. Efficient, low-latency inference optimized for mobile devices, potentially leveraging on-device AI frameworks such as TensorFlow Lite, PyTorch Mobile, or Core ML. Robustness & Reliability: Handle varied lighting conditions, moderate crowd densities, and different camera angles. Capability to adapt thresholds or detection sensitivity for different environmental setups. Data Handling: Ability to store counts, timestamps, and optionally basic analytics (e.g., total unique individuals over a c...

...dataset. Treinamento de Modelo de Linguagem: Ajustar um modelo pré-treinado (como GPT ou similar) ao estilo do jornalista. Testes e Validação: Avaliar e refinar a qualidade dos textos gerados. Entrega e Documentação: Implementar o modelo em uma interface simples (API ou ferramenta online) para uso futuro. Tecnologias Preferenciais (não obrigatório): Frameworks: Hugging Face Transformers, PyTorch ou TensorFlow. Modelos: GPT, BERT, ou outros adequados para geração de texto. Estou aberto a sugestões sobre metodologias, ferramentas e melhores práticas para alcançar o resultado desejado. Se você tem experiência em PLN, treinamento de modelos de linguagem ou projetos similares, ficarei feliz...

...debug to maintain high functionality and user satisfaction. **Requirements**: - Proven experience in web development with a portfolio of similar AI-based or educational projects. - Proficiency in modern programming languages such as Python, JavaScript, PHP, or Ruby. - Expertise in frameworks like Django, Flask, React, or Angular. - Experience with AI/ML integration using libraries like TensorFlow, PyTorch, or similar tools. - Strong understanding of database management systems (e.g., MySQL, PostgreSQL, MongoDB). - Familiarity with creating data-driven dashboards and progress trackers. - Excellent communication and problem-solving skills. **Preferred Skills**: - Experience with developing platforms for online learning or test preparation. - Knowledge of AI ...

... so the freelancer can use that for the project. The required performance metric for the model is accuracy. I am looking for someone with experience in deep learning, specifically with CNNs and medical image analysis. The ideal candidate should have knowledge and experience in the following areas: - Convolutional Neural Networks (CNN) - Medical image analysis - Python programming language - TensorFlow or PyTorch framework - Experience in data preprocessing to clean and prepare medical MR images for analysis. - Knowledge of various model evaluation techniques to assess the accuracy and performance of the deep learning model. - Experience with transfer learning methods to improve model performance using pre-trained networks. The project requires the freelancer to write a research...

...development. Hands-on experience with GCP or AWS, including dashboards and services. Familiarity with LangChain and its integration into AI systems. Experience with document data extraction and AI-based analysis workflows. Understanding of AI concepts, including model integration and training data usage. Strong analytical and problem-solving skills. Desirable: Experience with AI frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). Knowledge of document processing libraries (e.g., Tesseract, OpenCV, or PDF libraries). Familiarity with APIs, containerisation (Docker), and orchestration tools (Kubernetes). Prior experience deploying AI-driven platforms in production environments. What We Offer The chance to work on a cutting-edge AI platform revolutionising document workflows. ...

Project Overview I need a machine learning model developed for real-time image detection on a mobile app. The model should be able to process images, d...detection. Model Training: Train a machine learning model to recognize and infer features from the images. Testing & Validation: Ensure the model performs well with good accuracy. Mobile Optimization: Convert the trained model for mobile use (TensorFlow Lite for Android or Core ML for iOS). Integration Support: Provide guidance on how to integrate the model into a mobile app for real-time inference. Skills Required Machine learning (Python, TensorFlow, PyTorch). Experience with image processing and computer vision. Knowledge of mobile optimization (TensorFlow Lite or Core ML). The model should be able to detect v...

The program and Database will run on the Ubuntu server V22.04 Frontend will use angular 19, angular material, tailwind v3 or v4 Backend will use .net 9 and ef core 9 Database: PostgreSQL V16 for ubuntu V22.04 And valkey 8.01 More details, please see attached file

...Firebase Storage. 2. Outfit Builder • Functionality: • Drag-and-drop interface for creating outfits. • AI-powered recommendations for missing pieces (e.g., “Add sneakers to complete this look”). • Save outfits for future reference. • Tech Considerations: • Build drag-and-drop UI with frameworks like Flutter or React Native. • Backend logic to suggest outfits based on wardrobe data (e.g., TensorFlow for AI). 3. Social Feed and Interactions • Functionality: • Live Feed: Users can post photos of their outfits or individual clothing items. • Likes and Comments: Others can like and comment on posts. • Follow/Followers System: Users can follow other wardrobes for inspiration. • Ability to share outf...

...with historical data. Provide clear documentation of the model development process, including data preprocessing, model architecture, and evaluation. Collaborate with our team to integrate the prediction model into a gold trading website. Requirements: Proven experience in machine learning and deep learning, specifically in time-series forecasting. Proficiency in Python and libraries such as TensorFlow, PyTorch, Keras, or equivalent. Experience with financial or commodity price prediction models is a plus. Strong knowledge of data preprocessing techniques for time-series data. Ability to explain and document technical concepts clearly. Familiarity with concepts like LSTM, GRU, or SGRU is preferred. Strong problem-solving skills and attention to detail. Deliverables: A trained a...

...proctoring system that can effectively monitor candidates via their webcam to detect potential cheating activities in real-time. ~Project Requirements~ Tech Stack :- ### **Backend** - Python and FastAPI ### **AI & Machine Learning** - OpenCV - TensorFlow or PyTorch - MediaPipe ### **Real-Time Data Processing** - WebSockets (FastAPI's native WebSocket support) - Kafka or RabbitMQ ### **Database** (Optional) - PostgreSQL - Redis ### **DevOps & Deployment** - Docker - Kubernetes - GitHub Actions or GitLab CI/CD ### **AI Model Deployment** - TensorFlow Serving or TorchServe - **Behavioral Analysis:** - **Eye Movement Tracking:** Monitor and analyze eye movements to identify patterns such as excessive glancing away from the screen, which may indicate look...