Pytorchlavori

We are in the early stages of creating an AI-powe...information retrieval. Deliverables: - A working MVP that showcases the AI call center's capabilities. - Documentation detailing the development process, integration points, and instructions for use and future development. Required experience in: Python JavaScript SQL/NoSQL Web Development Frameworks (React, Angular, Vue.js) Node.js, Django AI and Machine Learning Libraries (TensorFlow, PyTorch, Hugging Face's Transformers) Cloud Platforms (AWS, Google Cloud, Azure) API Development Docker, Kubernetes CI/CD Tools (Jenkins, GitLab CI/CD, GitHub Actions) Web and Data Security Practices Problem-Solving Skills Communication Skills Project Management Skills Telephony Integration (VoIP, SIP) Speech Processing (Speech-to-T...

...Detection, Facial Recognition, or Image Classification. I am open to any of these as long as the project is innovative and challenging. - **Dataset:** Utilization of a publicly available dataset for the project to ensure accessibility and feasibility. ### Skills and Experience Required: - **Technical Proficiency** in Python and familiarity with AI & ML libraries such as TensorFlow, Keras, or PyTorch. - **Experience** in working with computer vision projects, especially those that involve object detection, facial recognition, or image classification. - **Ability to Conduct Research** to select the most suitable publicly available dataset for the project. - **Report Writing Skills** to compile the project's findings, methodologies, and results into a comprehensive final r...

...specifically in object detection and classification. **What I Need:** - A developer with strong experience in AI, especially in developing applications focused on object detection and classification. - Prior experience in building desktop applications, with a portfolio that showcases similar projects. **Skills and Experience:** - Expertise in AI and machine learning frameworks (e.g., TensorFlow, PyTorch). - Skilled in programming languages suited for desktop application development (Java, Python, etc.). - Strong problem-solving skills and creativity in implementing efficient solutions. **Project Goals:** - Setup an environment (can be hosted on cloud platform) for AI model training - To develop an AI-powered application and an Java wrapper program for object detection and cla...

...Implement and evaluate performance using different tracking algorithms. - Aim to improve the inference speed of the detection process. **Comparative Analysis Focus:** - Accuracy of detection. - Speed of inference. - CPU/GPU resource consumption. **Skills and Experience Needed:** - Proficiency in Python programming. - Extensive experience with deep learning frameworks, specifically TensorFlow, PyTorch, and ONNX and tensorrt and openvino. - Expertise in implementing YOLO (You Only Look Once) models for object detection. - Familiarity with different tracking algorithms, plus an interest in MOSSE and CSRT trackers for a broader understanding. - Ability to analyze and optimize performance for real-time applications. **Outcome Expectations:** I am striving to not only achieve but s...

**Key Requirements & Skills:** - **Experience in Predictive Modeling**: You should have proven experience in developing and implementing predictive models, with a strong portfolio of projects that have used structured data. - **Expertise with Structured Data**: In-depth knowledge of handling, cleaning, and processing structured data is essential. Familiarity with various da...- **Real-time Prediction Capabilities**: The ability to integrate and deploy models that provide real-time predictions is crucial. Experience with streaming data platforms and technologies that support real-time analytics is highly desirable. - **Programming Skills**: Proficiency in Python or R, with experience in using libraries and frameworks relevant to machine learning, such as TensorFlow, PyTorch, Scik...

...frameworks geared towards AI development. Here’s a snapshot of what I need: - **Natural Language Processing (NLP):** Develop algorithms capable of understanding and generating human language from text data. Experience with libraries like NLTK or spaCy is advantageous. - **Machine Learning Models:** Construct and train models to analyze and learn from text and image data. Familiarity with TensorFlow, PyTorch, or similar frameworks will be critical. - **Data Handling:** Work with text and image data sources. Efficiency in data preprocessing, cleansing, and augmentation techniques will be vital for the success of this project. **Ideal Skills and Experience:** - Proficiency in Python and its AI-related libraries and frameworks. - Proven experience in NLP and ML model develo...

For this project, I am looking for an expert in Python programming to develop a deep learning defusion model targeting image data. the model is meant to enhance the predicted image visualisation. The ideal candidate should possess: - Extensive experience with Diffusion models in PyTorch. - Proven experience in developing deep learning models for image visualosation improvement. - Strong expertise in Diffusion model training.

...detection, image recognition, and video tracking. Using Python as the primary programming language, the objective is to develop a robust system that can accurately identify and track objects and individuals in real-time to improve security measures. **Ideal Skills and Experience:** - Proficiency in Python, with a strong emphasis on libraries relevant to computer vision (e.g., OpenCV, TensorFlow, or PyTorch) - Proven experience in object detection, image recognition, and video tracking techniques - Familiarity with security surveillance systems and the unique challenges they present - Ability to optimize algorithms for speed and efficiency without sacrificing accuracy - Creative problem-solving skills and a keen eye for detail **Project Goals:** - Develop and integrate advanced ...

... enhancing our operational efficiency and data-driven insights. Skills in Django, Flask, or PyTorch are a plus but not strictly required. Our main objectives include building robust web applications, deriving actionable insights through comprehensive data analysis, and streamlining operations via automation. Your adaptability and expertise in Python are what we need to achieve these goals. - **Web Development:** Knowledge in creating dynamic websites. - **Data Analysis:** Ability to extract and interpret data effectively. - **Automation Scripting:** Experience in writing scripts to automate repetitive tasks. **Ideal Skills:** - Proficiency in Python. - Familiarity with Django, Flask, or PyTorch (optional but beneficial). - Strong analytical skills. - Experience in both...

...neural network. Deep understanding of forex price datasets is crucial. - **Forex Market Understanding**: Solid grasp of the forex market, including knowledge of how different factors can influence price movements. - **Programming Languages**: Proficiency in programming languages suitable for machine learning and data science, such as Python or R. Familiarity with libraries like TensorFlow or PyTorch is highly regarded. **Project Goals:** - Develop a neural network to predict forex market trends on a daily basis. - Ensure the model can accurately analyze and learn from historical price data. - Implement a back-testing mechanism to validate the model's predictions against historical data. **Ideal Freelancer:** The ideal candidate will have a strong background in machine ...

...user-friendly, intuitive, and accessible to users with varying levels of technical expertise. Integrations: The system should integrate seamlessly with existing enterprise applications and services. 5. Technology Stack Programming languages: Python, Java, JavaScript Frameworks: Django, Spring Boot, React Databases: SQL Server SharePoint MySQL, PostgreSQL, Elasticsearch AI libraries: TensorFlow, PyTorch, scikit-learn Search Engine: Bing Search APIs 6. Deployment and Maintenance Cloud-based deployment for scalability and accessibility. Continuous integration and continuous delivery (CI/CD) pipeline for automated updates. Comprehensive monitoring and logging for system health and performance. Regular maintenance and security updates to ensure system stability. 7. Success Metrics ...

Full-Stack Team needed for the Design of a Holiday Rental Booking Management System integrating advanced AI features for the French Market. Description: We are looking for a team of experienced developers to scrap and scale Simplifing the tool down to key features while integrating an AI based on PyTorch, TensorFlow, Kubeflow or whatever engine you are familiar with and deem necessary to offer an optimal, forward thinking, scalable user experience. One single language and currency. FRENCH EURO 3/6 month project Milestoned to delivery. Monthly maintenance and upgrades. Basics: - Deeply analyze the features and architecture of the LODGIFY platform - Upholding awareness towards competition's potential patents or intellectual property and adhering to strict business ethics t...

I'm ... Given the variety of images it may encounter, flexibility and robustness are key. **Requirements:** - Proven experience in deep learning, specifically image classification. - Familiarity with various image types and the challenges associated with each. - Ability to deliver a working prototype urgently. **Ideal Skills:** - Proficiency in Python and deep learning libraries (e.g., TensorFlow, PyTorch). - Previous work with diverse image datasets. - Strong communication skills and able to meet tight deadlines. **Project Goals:** - Develop a scalable image classification system. - Achieve high accuracy in classification tasks. Candidates should be ready to showcase relevant previous works or projects. Given the urgency, I'm looking for someone who can kickstart the ...

...a diverse range of food images, recognizing different food types accurately. - Optimize the model for quick and efficient calorie calculation to ensure a seamless user experience. **Ideal Skills and Experience:** - Strong background in machine learning and image recognition. - Previous experience working with nutrition and calorie calculation technologies. - Proficiency in Python, TensorFlow, PyTorch, or similar frameworks. - Ability to optimize algorithms for speed and accuracy. - Experience in mobile app development is a plus, considering the end application of this API or model. The goal is to develop a highly accurate and reliable system that simplifies calorie tracking for a healthier lifestyle. If you have the skills and experience to take on this project, I look forward ...

I am a final year student. I need someone to build my major project. Topic: Predicting Solar Radiation using ANN and RNN **Project Goals and Objectives:** - Review Paper - Research Paper - Working Model **Ideal Skills and Experience:** - Proficient in deep learning frameworks such as TensorFlow or PyTorch. - Proven track record in developing and deploying deep learning models, with a portfolio to showcase past projects. - Strong analytical skills with the ability to select appropriate algorithms and technologies based on project requirements. - Exceptional problem-solving abilities and the willingness to explore uncharted territories within the deep learning landscape. - Effective communication skills to regularly update on project progress. Given the project's immediate s...

I am looking for a skilled machine learning engineer or data scientist, proficient in Python, to build four large language models trained specifically for biomedical named entity recognition. My requirements are: - Develop large language models to perform biomedical named entity recognition. - Models must be built using Python. Knowledge in TensorFlow, Keras or PyTorch is helpful. - Models will be trained using a specific dataset I will provide, so experience in training language models with specific datasets is essential. - Ideally, you should have experience or understanding in bioinformatics. - Provide thorough documentation on the model architecture and training process. This project aims to extract meaningful information from biomedical text, your contribution will significan...

...limited to supervised, unsupervised, and reinforcement learning. - Ability to work with limited datasets and apply techniques such as data augmentation or synthetic data generation to enhance model training capabilities. - Strong problem-solving skills and creativity in finding solutions to improve model accuracy with sparse data. - Familiarity with machine learning frameworks such as TensorFlow or PyTorch. - Excellent communication skills to collaborate closely and discuss the evolving needs of the model. Responsibilities: - Developing and implementing a supervised learning classification model according to the specified logic. - Advising on best practices for managing small datasets and continuous model training. - Regularly updating and retraining the model on a monthly basis...

...development, with a strong portfolio showcasing past projects. Proficiency in programming languages such as JavaScript, Python, HTML/CSS, and SQL. Extensive experience with frameworks and libraries such as React, Angular, Node.js, Flask, Django, etc. Strong understanding of databases and data modeling concepts. Demonstrated expertise in AI and ML, including experience with frameworks like TensorFlow, PyTorch, or scikit-learn. Excellent collaboration and communication skills, with the ability to work effectively in a team environment. Proven track record of reliability and commitment to meeting deadlines. Additional Skills (Preferred): Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform. Knowledge of DevOps practices and tools for CI/CD pipelines. Familia...

...storage space, with an understanding that some data loss is acceptable. ### Ideal Skills and Experience: - Proficiency in deep learning, especially in classification tasks using 3D point cloud data. - Expertise in data compression techniques, particularly those suitable for 3D point clouds, with a focus on lossy compression. - Experience with machine learning frameworks such as TensorFlow or PyTorch. - Knowledge of programming in Python, and familiarity with libraries related to 3D data processing such as PCL (Point Cloud Library), NumPy, etc. - Understanding of the trade-offs between data integrity and size reduction. - Ability to optimize algorithms for efficient processing and storage. ### Project Requirements: - Analyze existing 3D point cloud data to identify and classif...

...Experience:** - Proficiency in AI and Machine Learning technologies - Strong background in image recognition projects - Experience with educational technology applications - Ability to process and analyze photographs for skills assessment - Expertise in programming languages commonly used for machine learning projects such as Python or R - Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch) - Knowledge of data preprocessing, augmentation, and handling techniques suitable for photographs - Creative problem-solving skills and a keen eye for detail **Key Responsibilities:** - Design and develop a robust image recognition system - Collaborate closely to understand the educational context and requirements - Test and iterate the solution with real-world educationa...

...endeavor seeks not only to harness the rich, predictive insights buried within varied data types but also to implement these findings into a personal project. The goal is to develop a robust, adaptive model that can navigate and interpret the complexities of different data sources for accurate predictions. **Requirements & Skills:** Proficiency in machine learning frameworks (e.g., TensorFlow, PyTorch) - Strong understanding of predictive modeling techniques - Expertise in handling both structured (Json, CSV files) and unstructured data (text, images) - Capability in data preprocessing, cleaning, and analysis - Experience in developing for personal projects, showcasing flexibility and creativity in deployment strategies **Project Scope:** - Analyzing and merging structured ...

...format, and optimizing models for high accuracy in object recognition tasks. - Background in projects related to weather, climate studies, or similar fields requiring high-fidelity satellite image analysis. - Capability to work with datasets of 100,000 images, implementing efficient preprocessing and augmentation techniques to ensure model robustness. - Familiarity with Python, TensorFlow, or PyTorch, and the ability to optimize neural network parameters for high-accuracy outcomes. **Project Deliverables:** - A fully trained and validated U-Net model capable of segmenting and predicting cloud formations with over 90% accuracy. - Documentation covering the methodology, code, and model performance evaluation. - Recommendations for further model improvements or application areas b...

I am seeking a skilled individual with a strong background in Natural Language Processing (NLP) and Language Learning Models (LLM) to join...named entities within plant disease diagnostics and treatment context. **Ideal Skills and Experience:** - Proven experience with NLP and LLM, particularly in question answering systems. - Ability to gather, process, and analyze domain-specific datasets. - Proficiency in programming languages used in NLP tasks (e.g., Python). - Experience with NLP libraries and frameworks such as NLTK, SpaCy, or Pytorch. This project not only requires technical expertise but also a passion for making a positive impact in the agricultural sector by leveraging technology. I am looking for someone who is ready to meet this challenge and contribute to a pioneering...

...detect and track changes over time in the segmented images. **Ideal Skills and Experience:** - Strong background in machine learning, especially in image segmentation. - Proficiency in computer vision techniques and tools. - Experience with satellite imagery analysis is a big plus. - Familiarity with programming languages and tools commonly used in AI projects, such as Python, TensorFlow, or PyTorch. - Ability to work with large datasets and optimize algorithms for performance and accuracy. The successful candidate will have a proven track record of developing similar machine learning models and a solid understanding of the unique challenges presented by satellite image analysis. This project aims not only to achieve high accuracy in change detection but also to significantly c...

...Requirements:** - Experience in deep learning, particularly in the field of Semantic Segmentation. - Proficiency in handling medical imaging data. - Familiarity with AI models that are effective in image processing and segmentation tasks. - Ability to work with large datasets and optimize algorithms for accuracy and efficiency. - Knowledge of Python and deep learning frameworks such as TensorFlow or PyTorch. **Ideal Skills:** - Strong background in medical image processing. - Experience with dataset annotation and preparation specific to medical images. - Proven track record of developing high-accuracy deep learning models for image segmentation. - Good problem-solving skills related to the unique challenges of Semantic Segmentation in medical imaging. This project is critical ...

I'm in need of an experienced AI developer to set up an AI environment primarily for Machine Learning Model Training. Key Responsibilities: - Install and configure TensorFlow and PyTorch on a Windows operating system. - Ensure that the environment is optimized and prepared for Machine Learning Training. Ideal Candidate Qualifications: - Experience with Tensorflow and PyTorch - Familiarity with AI development on Windows environment - A track record of setting up systems for Machine Learning Modeling (Computer Vision) Please provide information about any similar tasks you have completed previously. Looking forward to bids from professional freelancers who make sure the job gets done efficiently and correctly.

...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

...efficiently. **Ideal Skills and Experience:** - Expertise in Machine Learning and Artificial Intelligence, particularly in the realm of image recognition. - Strong background in software development with experience in creating applications for agricultural or biological research. - Proficiency in programming languages like Python, with knowledge in libraries and frameworks such as TensorFlow, PyTorch, or Keras that are relevant for developing image recognition features. - Previous work on similar projects or familiarity with agricultural sciences is a plus, though not strictly necessary. This project promises to be at the cutting-edge of technology in agriculture, offering significant benefits to farmers, researchers, and the agricultural industry at large by facilitating pr...

...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

I urgently need an experienced Python programmer with knowledge in neural networks to design a neural network model for a binary adder. This is a unique requirement that blends both foundational computing concepts and advanced machine learning principles. Key Deliverables: - Creation of a Binary Adder Neural Network Model in Python - Thorough testing to ensure accurate and r...details regarding the network size and the available weight values will be provided. For doing this task, it is essential to have knowledge about quantized-aware training. There is already a binary addition neural network available for 1-bit addition (Full-adder in Tensorflow), which can be provided to the candidates. The code for creating and training the neural network should be written using the PyTorch l...

I have a simple deep learning task and need to finish it perfectly. You should have strong skills in pytorch If you are good fit, please bid with 'pytorch' word. Thanks

...that can analyze and understand text data. - Implement Natural Language Processing (NLP) techniques. - Enhance existing systems with sophisticated text data processing capabilities. **Ideal Skills and Experience:** - Proficiency in AI and machine learning algorithms. - Extensive experience with NLP tools and libraries. - Strong background in Python and relevant AI frameworks (e.g., TensorFlow, PyTorch). - Proven track record of working with text data. - Ability to translate complex AI concepts into tangible results. This project is ideal for someone who embraces challenges and is eager to apply groundbreaking AI techniques to solve real-world problems using text data....

...the performance. The project is grounded in computer vision and implemented using PyTorch. Specifically, I am seeking someone who can assist with particular aspects including: - Model Architecture: The current architecture is a Convolutional Neural Network (CNN). I need assistance in refining and optimizing this to achieve better results. - Hyperparameter Tuning: Looking for fine-tuning of model parameters to enhance efficiency and accuracy. - Speed Optimization: I aim to improve the processing speed of the model without affecting its performance. Ideal experts for this project would possess a deep understanding of deep learning algorithms and a practical experience in tuning CNNs. A proficiency in PyTorch is a must. If you have the relevant knack in computer vision proj...

I'm in search of a Machine Learnin...opportunities to bolster my portfolio. **Data Sources and Format:** - The project will exclusively utilize live stock data. - All data comes from API data streams, ensuring real-time insights and analysis. **Ideal Skills and Experience:** - Profound expertise in Machine Learning, particularly in predictive analytics. - Proficiency in Python especially libraries/frameworks used for ML (e.g., TensorFlow, PyTorch, Scikit-learn). - Previous experience in financial analysis or trading is highly desirable. - Ability to translate complex data into actionable investment strategies. Your contributions will be pivotal in navigating the ever-volatile stock market. If you're up for the challenge and have the skills to back it up, I'm eager...

As a team, we need support on the deployment of an API build on FASTAPI in an app service of azure. It is important to consider that the API needs to be deployed in two different ways: 1) Deployment in azure web app as code 2) Deployment as docker container Important considerations The deploy needs to be connected to Github. Our API is connected to a ML model build in Pytorch, and we have the requirement that the deployment consider that library (and all the other requeried; gunicorn, sqlalchemy, psycopg2-binary, scikit-learn, etc) on the env and the images.

I have a simple deep learning task and need to finish it perfectly. You should have strong skills in pytorch If you are good fit, please bid with 'pytorch' word. Thanks

I have a simple deep learning task and need to finish it perfectly. You should have strong skills in pytorch If you are good fit, please bid with 'pytorch' word. Thanks

...these insights for easy consumption by our product and service development teams. **Ideal Skills and Experience:** - Robust experience in NLP and text analysis. - Proficiency in programming languages suitable for NLP tasks (e.g., Python, R). - Previous work involving sentiment analysis, especially with customer reviews. - Ability to work with NLP libraries and frameworks (e.g., NLTK, TensorFlow, PyTorch). - Experience in creating dashboards or visual representations of data insights. - Excellent communication skills to effectively translate complex data findings into actionable strategies. This project is an exciting opportunity to apply NLP techniques for real-world impact, enhancing customer satisfaction and guiding strategic decisions. I'm eager to partner with a free...

...user-friendly, intuitive, and accessible to users with varying levels of technical expertise. Integrations: The system should integrate seamlessly with existing enterprise applications and services. 5. Technology Stack Programming languages: Python, Java, JavaScript Frameworks: Django, Spring Boot, React Databases: SQL Server SharePoint MySQL, PostgreSQL, Elasticsearch AI libraries: TensorFlow, PyTorch, scikit-learn Search Engine: Bing Search APIs 6. Deployment and Maintenance Cloud-based deployment for scalability and accessibility. Continuous integration and continuous delivery (CI/CD) pipeline for automated updates. Comprehensive monitoring and logging for system health and performance. Regular maintenance and security updates to ensure system stability. 7. Success Metrics ...

Hello, Please see if this fall under your skillset and can you do this project? ====== Project: Vision Transformer Algorithm in PyTorch I am seeking an adept developer who specializes in building Vision Transformer algorithms. The primary goal of this project revolves around image classification, where the data format will be JPEG/PNG. This project requires: * In-depth knowledge of PyTorch, as the Vision Transformer algorithm needs to be implemented using this tool * Proficiency in image classification and multi-resolution analysis * Familiarity with handling JPEG image format Ideal candidates should have strong experience in not only PyTorch but also Vision Transformer algorithms. This code you will create for image classification will be crucial, so your atten...

I'm seeking an expert in PyTorch and machine learning to debug and stabilize the training phase of my deep learning model, which is currently not running due to dimensionality issues. Challenges with my video data processing need to be resolved, and error messages addressed. **Key Issues:** - Unstable training phase - Error due to dimension mismatch - Handling video data complexities **Requirements:** - Deep knowledge of PyTorch framework - Experience in troubleshooting and debugging neural networks - Strong understanding of video data processing in deep learning models - Ability to optimize model to prevent overfitting or underfitting - Proficient in data dimensionality and model architecture **Ideal Skills:** - Problem-solving mindset focused on machine learning mod...

...compilation issue in a Python project that utilizes PyTorch. Here's what's happening so far: - Encountering a 'code not compiling' error specifically while using PyTorch. - My development environment has been primarily suited for Python. - The error has halted progress, and I'm looking for a quick resolution. Requirements for the ideal candidate: - Proficiency in Python programming. - Experience resolving compilation issues. - Familiar with PyTorch and dependency management. The job will involve: 1. Reviewing the error in detail. 2. Diagnosing the root cause. 3. Implementing a solution to fix the compilation error. 4. Testing to ensure the code functions as expected. To be considered, please provide: - Examples of previous work with Pyth...

...AI engineer to create a state-of-the-art model that brings text descriptions to life through image generation. The project will leverage advanced machine learning frameworks, specifically TensorFlow and PyTorch, integrating both image recognition and natural language processing capabilities. Here's what I need: - Development of an AI-powered model using TensorFlow and PyTorch. - Ability to convert textual descriptions to high-fidelity images. - Implementation of image recognition and NLP for detailed, accurate visual outputs. Ideal Skills for the Job: - Proficiency in TensorFlow and PyTorch frameworks. - Solid experience with AI-based image recognition and NLP tasks. - Strong background in machine learning, including generative models. - Proven track record...

...language I'm comfortable with. Experience in creating multimodal AI systems, specifically for emotion classification, is crucial for this job. Also, familiarity working with the IEMOCAP dataset will be highly advantageous. To cut it short, 1) the dataset sizs is 8K records, data (audio, text and spectogram images) are all processed and parsed. 2) the goal is to build a deep learning model using Pytorch (tensorflow is an option too) where we compare the results of each modality separately, vs Multimodal using early, join or late fusion 3) I have made good progress, but my network layers /structure is not the best. I am opened for pretrained models 4) We can use GANs to generate more spectogram images (if needed) Additional details Here's what the project involves: ...

...functionality and compatibility. Required Skills and Experience: Demonstrated proficiency in deep learning and image processing, with a particular focus on 3D reconstruction from z-stack images. Experience with 3D U-Net or similar deep learning models tailored for medical image analysis. Proficiency in programming languages and frameworks relevant to deep learning, such as Python, TensorFlow, or PyTorch. Prior involvement in projects requiring collaborative development and problem-solving in the context of medical or biological imaging is highly regarded. Project Deliverables: A deep learning model capable of accurately transforming z-stack images into 3D embryo models. Comprehensive documentation on the development process, model training, and integration guidelines. A de...

...that will be used as an input for the NNs, the saved weights for all the 200 Neural Networks, as well as the PyTorch Neural Network model which the weights get loaded into. Example scripts of code I tried are included as well. Please see attached "". The breakdown of the PySpeedTest folder is as follows: - The subfolders "Long" and "Short" each contain the weights of 100 Neural Networks (summing up to 200 together). These are saved as PyTorch Tensors. - The input data to be used is: "". This is saved in numpy, as is easily changed to pytorch format in the code. - The python code "" contains the neural network structure, written in PyTorch. This is the same structure for each of the 200 NNs. - The other th...

...speech recordings. - Implementing machine learning algorithms to analyze spoken words with high accuracy. - Crafting algorithms to convert audio input into structured, actionable data. The ideal candidate should possess the following: - Proficiency in Python programming with a focus on AI and machine learning. - Experience with NLP libraries (e.g., NLTK, SpaCy) and frameworks (e.g., TensorFlow, PyTorch). - Familiarity with audio processing and speech-to-text conversion technologies. - A solid grasp of machine learning concepts and their application to audio data. - Previous projects or work involving audio data and NLP would be a bonus. If you have a passion for language, AI, and problem-solving with code, I invite you to submit a bid. Please include examples of past work rela...

I am looking for a freelancer who can help me with rule mining using deep learning. The project requires the following skills and experience: Programming Language: - Proficiency in Python is required for rule mining. Deep Learning Framework: - There is no specific preference for the deep learning framework. Any framework such as TensorFlow or PyTorch can be used. Dataset Size: - The expected size of the dataset is small, less than 1GB. The dataset needs to be studies and then rules need to be generated using the method followed by a research paper and new modifications using ML will be done.

I'm seeking an AI expert to create a Conditional Generative Adversarial Network (cGAN) that can generate high-quality, photorealistic human faces. This project aims to push the boundaries of what's possible in image synthesis using advanced deep learning techniques. Ideal Candidate Skills: - Proficient in deep learning frameworks (e.g., TensorFlow, PyTorch) - Experience with GANs and specifically cGANs - Previous work on image generation (portfolio preferred) - Ability to process and utilize large datasets - Familiarity with image processing techniques Project Requirements: - Develop a cGAN model capable of generating unique, photorealistic human faces. - Optimize the model for high-resolution output. - Ensure generated images vary in features (e.g., age, gender, ethnici...

I'm seeking an experienced AI developer to create a cutting-edge text generation machine learning model specifically tailored for content creation. Here's what I need: - Develop an ML model for gener...for content creation. Here's what I need: - Develop an ML model for generating high-quality, original content. - Implement state-of-the-art NLP algorithms. - Integrate the model with various content management platforms. Ideal Skills: - Strong background in machine learning and NLP. - Experience with AI text generation techniques. - Proficiency in Python and ML frameworks (like TensorFlow or PyTorch). - Knowledge of deploying ML models into production environments. Experience in content creation tools or creative writing AI is a huge plus. Let's innovate the co...