Tensorflow inception v3 jobs

I am looking for a freelancer who can provide me with the Arduino Bluetooth code specifically designed for the Wifi Lora V3. The code should be optimized for performance and reliability. Please include a brief description of the code's functionalities and potential use cases.

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

I need a freelancer who can convert my OBJ file into a STP file for product design purposes. Key Requirements: - The STP file must retain a high level of detail to ensure it meets the needs of product design. - No modifications to the geometry are needed during the conversion. The freelancer must keep the file as is. Ideal Skills and Exp...are needed during the conversion. The freelancer must keep the file as is. Ideal Skills and Experience: - Proficient in file format conversions, particularly from OBJ to STP. - Prior experience in product design is highly desirable. - Ability to maintain high detail level during file conversion is crucial. Download the OBJ File Here:

Uniswap V3 - ETH to ERC20 / ERC20 to ETH function NextJS - Should start --> node

...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. Optiona...

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...

...the form works correctly and all required fields function as expected. Optional Styling: Add custom CSS to style the form fields and checkboxes. Example: css Copy code .consent-checkbox { margin-top: 10px; margin-bottom: 10px; } 2. Add reCAPTCHA to Forms Steps: Register Your Site with Google reCAPTCHA: Visit the Google reCAPTCHA Admin Console. Register your website and select reCAPTCHA v3 or v2 Invisible. Note the Site Key and Secret Key provided by Google. Integrate reCAPTCHA with WordPress: In the WordPress admin, go to Contact > Integration. Click on the reCAPTCHA tab and paste the Site Key and Secret Key. Save your settings. Enable reCAPTCHA in Forms: Add the [recaptcha] tag to your Contact Form 7 template. Example: html Copy code [recaptcha] Test the Form: Su...

...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

...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...

...training. Skills & Qualifications: Proven experience with algorithmic trading and cryptocurrency markets. Strong knowledge of machine learning algorithms (e.g., reinforcement learning, deep learning, supervised learning). Proficiency in programming languages such as Python (preferred), C++, or JavaScript. Familiarity with trading APIs (e.g., Binance API, Kraken API). Experience with libraries like TensorFlow, PyTorch, scikit-learn, or similar. Knowledge of crypto market strategies and technical indicators (e.g., RSI, MACD, moving averages). Strong understanding of risk management and backtesting frameworks. Ability to write clean, well-documented code and work independently. Prior experience in building autonomous trading bots is a plus. Project Requirements: Timeline: Plea...

I'm facing performance issues with an image classification model built in TensorFlow. The main concern is low accuracy during training and evaluation. The model has been fixed for data loading and training errors, but further optimization is needed. Ideal Skills and Experience: - Extensive experience with TensorFlow - Strong background in image classification tasks - Proven track record in model tuning and optimization - Ability to troubleshoot and resolve performance issues - Experience with data preprocessing and augmentation techniques

I'm looking for a highly skilled professional with equal expertise in Python backend development and computer visio...professional with equal expertise in Python backend development and computer vision model development. Key Requirements: - Extensive experience in Python backend development - Proven track record in developing computer vision models Ideal Skills & Experience: - Proficient in Python, with a strong knowledge of backend development - Experienced in using computer vision libraries such as OpenCV, TensorFlow, or PyTorch - Previous work on image classification projects - Comfortable handling both publicly available and custom datasets Your role will be crucial to the success of this project, as both backend development and computer vision model development are...

...departments based on the user’s needs. • Personalized Recommendations: Suggest services or content based on user input. • Data Insights: Provide analytics on user interactions to improve business strategies. • Multilingual Support: Respond in multiple languages depending on user preferences. 4. AI Models and Tools • Leverage GPT-based models for conversational AI. • Use AI libraries like TensorFlow or PyTorch for backend customization. • Integrate with CRM tools (HubSpot, Salesforce) for lead management. Technical Specifications Website Development • Frontend: • HTML5, CSS3, JavaScript, React.js/Vue.js for interactivity. • Backend: • Node.js or Python-based frameworks like Django/Flask. • Database: &bul...

To develop a Python-based application for automatic bac...processed image with transparent or solid color backgrounds. Optimize Performance: Ensure quick processing times for high-resolution images. Fine-tune the model if necessary for improved accuracy. Create a Simple User Interface (Optional): A command-line interface for initial use. Optionally, a basic GUI or web interface for user convenience. Technical Requirements: Languages/Frameworks: Python, TensorFlow, or PyTorch. Libraries: OpenCV for image processing, Flask or FastAPI (if web-based). Output Format: Transparent PNG or JPG with a solid background. Deliverables: Functional Python script or application for background removal. Pre-trained model integrated into the software. Documentation for setup, usage, and further fi...

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...

I'm in need of a seasoned AI developer to build an a...need to design and incorporate a user-friendly interface into the solution. Specifics of the Project: - The AI solution needs to be compatible with Whole Slide Images (WSI). - The training of the AI model will be conducted using raw images without annotations. Ideal Skills and Experience: - Deep Learning Frameworks: The ideal candidate will have a strong background in using frameworks such as TensorFlow, PyTorch, or Keras. - Model Development: Hands-on experience with Convolutional Neural Networks (CNNs) and Transfer Learning is a must. - UI/UX Design: Prior experience in user interface design is an advantage. This project is a unique opportunity to contribute to a critical health solution, and I look forward to seeing ...

...announcements. Key Requirements: Develop a script or tool that can generate high-quality, natural-sounding audio. Incorporate functionality to personalize the voice using audio samples (with permission for all provided samples). Ensure compatibility with the Windows operating system. Ideal Skills and Experience: Proficiency in Python programming and familiarity with relevant libraries (e.g., PyTorch, TensorFlow, or similar). Previous experience with TTS technologies and voice synthesis. Understanding of audio processing techniques to deliver high-quality outputs. Familiarity with ethical considerations, ensuring all outputs and processes respect intellectual property and data privacy. Additional Information: The provided audio samples for voice customization will be my own re...

I'm looking for an intermediate-level freelancer who ...on new data, generate visualizations of model performance, and compare and report on the performance of different models. The main tasks involve: - Creating Python files for executing machine learning models, generating visualizations, and comparing model performances - Troubleshooting and optimizing data ingestion into Elasticsearch - Configuring and verifying Kibana visualizations I use TensorFlow and PyTorch for my machine learning frameworks, so experience with these is crucial. The visualizations needed for model performance include Confusion matrices, ROC curves, and Precision-recall curves. The ultimate goal is to integrate these new functionalities into my existing program workflow, ensuring it runs smoothly a...

I have a persistent issue on my Shopify store where the wrong size variant is being added to the cart for all products. This problem has been ongoing since the inception of the store and needs urgent attention. Ideal Skills: - Shopify Development - E-commerce troubleshooting - JavaScript (for potential theme code corrections) - Liquid (Shopify's templating language) The ideal freelancer for this project should have extensive experience in Shopify development and troubleshooting e-commerce issues. Quick and effective solutions to this problem will greatly enhance customer satisfaction and ultimately, sales.

...scans (T1 and T2) from 499 participants. Include 1,350 publicly available CT scans for benchmarking purposes. 3. Performance Metrics: Achieve Dice coefficients of: CT: 88.3% T1 MRI: 85.0% T2 MRI: 86.3% Evaluate segmentation accuracy using Dice, Hausdorff distance (HD95), and Cohen’s kappa for inter- and intra-rater agreement. 4. Technology Stack: Deep Learning Frameworks: PyTorch/TensorFlow. Medical Imaging Tools: SimpleITK, NiBabel, ITK-SNAP. Data Preprocessing and Analysis: Python, NumPy, Pandas. Statistical Evaluation: SciPy, Scikit-learn. 5. Deliverables: Fully trained PanSegNet model for CT and MRI segmentation. Scripts for preprocessing, segmentation, and evaluation. Documentation for usage and integration into clinical workflows. Support for d...

I'm having some issues with my TensorFlow project on GitHub. I'm working with image data and I've run into an error message that reads: ": cannot compute DecodeImage as input #0(zero-based) was expected to be a string tensor but is a uint8 tensor." I need a professional to help me fix this issue quickly so that I can meet my project deadline. I only need assistance on fixing the code, not understanding the error message or coding in general. I would prefer if the freelancer could suggest changes for me to implement rather than making changes directly to my GitHub repository. Ideal Skills and Experience: - Proficient in TensorFlow and Python - Experience with debugging and troubleshooting code - Familiarity with GitHub - Able to

...repository - Integrate ERA5 datasets and the NOAA Weather API for data inputs. - Optimize the model for precise 10-day weather predictions. - Set up deployment on Vultr, ensuring scalability. - Provide clear and detailed user documentation. Requirements: - Proven experience deploying machine learning models in production. - Proficiency in Python, TensorFlow/PyTorch, and related frameworks. - Familiarity with ERA5 data and API integration (NOAA Weather API). - Knowledge of Vultr and cloud infrastructure. - Excellent model optimization skills for accurate predictions....

I'm looking for a skilled data scientist with machine learning expertise to classify image data related to voters. The project involves using machine learning techniques to categorize images of voters, which may include their demographic details, voting behavior, etc. Ideal Skills and Experience: - Proficiency in machi...categorize images of voters, which may include their demographic details, voting behavior, etc. Ideal Skills and Experience: - Proficiency in machine learning algorithms, particularly for data classification. - Extensive experience in handling and processing image data. - Familiarity with voter-related data is a plus. - Strong programming skills, particularly in Python and libraries such as TensorFlow or PyTorch. - Excellent problem-solving skills and atten...

...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....

...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...

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...