Keras gpu example jobber
...approximately 20,000 English-language MP4 video files, each around 10 minutes in length, stored in Google Drive. We need an experienced Python developer to create a script to transcribe these videos using OpenAI's Whisper speech recognition model. Key Requirements: Google Colab Expertise: Strong experience working with Google Colab notebooks, including setting up environments and utilizing GPU resources. Whisper AI Knowledge: Familiarity with OpenAI's Whisper model, including loading models, transcribing audio, and handling potential errors. Python Proficiency: Excellent Python coding skills, with a focus on efficient data processing and file management. Optimization: Ability to optimize the code for large-scale processing, potentially using techniques...
Need a website design for my chef business same or similar like this template content attached in a zip file write "Chef" in your bid after reading the project
I'm in need of an experienced CUDA GPU coder, particularly with experience in Betfair, for a comprehensive trade software project. The primary objective of this project is to significantly enhance the speed of trading decisions through real-time market data processing. Key Requirements: - Proficiency in CUDA GPU coding - Prior experience working with Betfair - Strong understanding of real-time market data processing - Ability to optimize the software to enhance trading decision speed It's important that you have a track record of working on similar projects and can provide examples of how your work has significantly improved the trading capabilities of the software you've worked on.
I'm looking to establish a logo for my new business, Invest and Grow Property. - The business: Invest and Grow Property focuses on residential property investments and financing. - The message: The main feeling I want to convey is achieving financial freedom and passive income through property investing. I have attached an image of a sample logo i found online which i really liked. please feel free to use it again and tweak a bit e.g. colours. BUT we are open to all ideas!! please also give us different ideas of colours. You can also try and incorporate the acronyms into the logo if you think it will look good.
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This animation video are for my existing business's product. More details: Is this project for business or personal use? For an existing business What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP
More details: Is this project for business or personal use? For starting a new enterprise What information should successful freelancers include in their application? Experience How soon do you need your project completed? ASAP
I need help with optimizing and deploying an MLP model using Keras for time series prediction. The tasks include evaluating the current model with RMSE and MAE, performing hyperparameter tuning, and implementing cross-validation. Additionally, I need scripts to save and load the trained model and a Flask web service to serve the model and handle new data predictions. Proficiency in Python, Keras, TensorFlow, and Flask is required. Deliverables include an optimized model, scripts, a Flask web service, and documentation. Please share your relevant experience and a timeline for completion. Budget 50 CAD
Please send me a link to some of your work for examples of a motivational video. I am not looking for long videos. Very short 10 to 25 second reels. Thank you. ____ I'm in need of a talented individual who can transform my personal raw videos into captivating motivational reels. These will be targeted at professionals, aiming to inspire and uplift them through my story and experiences. Key Responsibilities: - Edit and produce high-quality social media reels from the raw videos provided. - Ensure the content is engaging, motivating, and resonating with a professional audience. Ideal Skills and Experience: - Proficiency and experience in video editing, specifically for social media platforms. - A good understanding of what resonates with a professional audience and how to present ...
I'm currently using Ubuntu as my operating system. I'm looking for someone who can create a Dockerfile and make it accessible via Dockerhub. For project: Please note that the Dockerfile should be created in a way that is easy to use and accessible to others. Ideal Ski...Dockerhub. For project: Please note that the Dockerfile should be created in a way that is easy to use and accessible to others. Ideal Skills and Experience: - Proficiency in Docker and creating Dockerfiles - Understanding of Python, particularly Python 3.7 - Experience in setting up CUDA for GPU support within a Docker image This project is ideal for someone with experience in creating Docker images for Python projects and using GPU support.
I'm in need of a skilled developer to create a robust face detection and tracking system for my project. This system should: - Accurately detect faces in real-time - Implement a tracking mechanism for the detected faces - Be versatile and adaptable for various scenarios This need to be done on rtsp stream on cpu only there is no gpu available, cpu will be intel so openvino can be used. Low hardware resources required for run.
Run Whisper streaming with Whisper jax backend. You need to integrate, whisper jax with whisper streaming. (Currently, whisper streaming runs on faster whisper) Great if you own strong gpu. Later on, I would like to test it on google tpus.
I'm in need of an AI-driven voice chat system that supports real-time communication and is completely self-contained. Key Project Requirements: - **Real-time Communication**: The system must facilitate seamless, real-time v...Experience: - Proficiency in building real-time voice communication systems. - Strong background in AI, particularly in natural language processing and understanding. - Experience in creating self-contained systems without reliance on third-party services. - Prior work for educational institutions in the e-learning space would be a strong advantage. The project will be running on a GPU server, so experience with GPU-based computing and optimization is a plus. If you have experience with similar projects or can demonstrate relevant expertise, I�...
...primary goal of this project is to implement a Long Short-Term Memory (LSTM) model using Keras for time series forecasting. - **Data Sources:** The model will be trained on malware detection data, making it crucial for the freelancer to have experience working with security-related datasets and understanding the challenges specific to this domain. - **Expected Deliverables:** - A well-constructed LSTM model that can achieve a high level of accuracy in time series forecasting. - A comprehensive comparison between the performance of the deep learning model and traditional clustering algorithms in the scenario of malware detection. The ideal freelancer for this project should have: - Proficiency in Keras and LSTM model implementation. - Experience in time series forec...
Run Whisper streaming with Whisper jax backend. You need to integrate, whisper jax with whisper streaming. (Currently, whisper streaming runs on faster whisper) Great if you own strong gpu. Later on, I would like to test it on google tpus.
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...laws and licensing requirements 13. Experience with motion graphics, animations, and sound design (preferred) 14. Familiarity with 3D animation software (Blender, Cinema 4D) (preferred) 15. Understanding of SEO and video optimization for various platforms (preferred) 16. Basic knowledge of HTML/CSS for creating video landing pages (preferred) Requirements: 1. Minimum 32 GB RAM 2. Graphics Card (GPU) - NVIDIA GeForce RTX 3070 or higher, or AMD Radeon RX 6800 XT or higher, or Apple M1 Pro or M1 Max (for MacBook Pro) 3. Processor (CPU) - Intel Core i7 or i9 (9th generation or newer), or AMD Ryzen 7 or Ryzen 9 (3rd generation or newer), or Apple M1 Pro or M1 Max (for MacBook Pro) 4. Software compatibility with industry-standard video editing software 5. Familiarity with project mana...
...improve the models based on system performance metrics and user feedback. Documentation: Document the development process, model architectures, integration steps, and evaluation results. Provide detailed guides for both technical maintenance and user instructions. Skills Required: Strong experience in data science and machine learning Proficiency in Python and its libraries (TensorFlow, Keras, Pandas, NumPy) Experience with CNNs and YOLO algorithm for image recognition Knowledge of natural language processing and API integration (preferably with ChatGPT-4) Strong problem-solving and analytical skills Good communication and documentation skills Familiarity with Flask for backend development Familiarity with React for frontend development Expe...
...Development: Develop an API endpoint that can deliver responses from the LLM in under 5 seconds. 4. Cost Management: Ensure that all tools, libraries, and platforms used are free of cost. Technical Requirements 1. Dataset: 300MB of embeddings. 2. Memory Limit: 7GB RAM. 3. Response Time: Less than 5 seconds per API call. 4. Cost: All components and resources used must be free. 5. Should not require GPU usage Deliverables 1. Research Report: A detailed report on the available LLMs that fit the project requirements, including pros and cons of each option. 2. Trained Model: A fully trained LLM that operates within the specified constraints. 3. API Endpoint: A functional API that delivers responses from the trained LLM within the required time frame. 4. Documentation: Comprehensive ...
...extending battery life through effective power management. - Background Process Management: Efficient background process management to minimize power consumption. Approach : - able to explore power management API's provided by OS. should integrate with system hardware annd API's - programmatically control CPU frequency, display, brightness, sleep modes, etc. -implement algorithms like Adaptive GPU management, Display Dimising , battery optimized workload. - provide recommendation for battery health. - must include existing way of power optimization like lowering brightness , dark mode activation , limited user control, performance , etc. - use machine learning to predict battery life and optimize power consumption based on user behaviour and system usage management. - ...
Hi. I am looking for someone to install an LLM like Llama 3 from Huggingface on my local machine and train it to read a knowledge base I have in PDFs and TXT files. It will generate answers and texts based on the knowledge base files. Everything should run on my local machine. I should have a basic interface for me to add or remove files from the knowledge base. Please, let me know ...train it to read a knowledge base I have in PDFs and TXT files. It will generate answers and texts based on the knowledge base files. Everything should run on my local machine. I should have a basic interface for me to add or remove files from the knowledge base. Please, let me know how much it would cost and how long it would take to deliver the work. I have a Windows Machine CPU: i7 12700k GPU: r...
...drawing, reducing processing times and enhancing efficiency. Product Variant Generation System: Using deep learning techniques, we plan to develop an AI system that analyzes past projects to generate optimal design proposals. This system will assist junior designers by suggesting modifications or variations that best suit the specific requirements of new projects. We have identified TensorFlow with Keras and Python as the preferred technologies for developing these programs and interfaces. However, we are open to other recommendations that better suit our needs. We are reaching out to inquire if your team has the expertise and interest to collaborate on these innovative projects. Your AI, machine learning, and CAD systems integration skills could perfectly fit our requirements...
I need a Python developer with expertise in HuggingFace models and GPU optimization, specifically with Cudo GPU. The primary goal of this project is to increase the speed of my speech-to-text conversion. Key Project Phases: - Setting up the Cudo GPU Environment: This phase requires the most attention. While I am familiar with using Cudo GPU, I need assistance in optimizing the setup for the speech-to-text conversion. - Integrating HuggingFace Models with Python: Your role will be to integrate these models effectively with Python, ensuring compatibility with the GPU for accelerated performance. - Optimizing the Speech-to-Text Accuracy: While this is not the primary focus, any experience in improving the accuracy of speech-to-text conversion would be a p...
I'm looking for a skilled data scientist with experience in predictive modeling to develop ...model. The goal is to detect Cardiomegaly from chest X-ray images. Key Details: - The model will be trained on labeled data. - A deep understanding of machine learning, particularly predictive modeling, is crucial for this project. - Knowledge of medical imaging, specifically in cardiology, will be a big plus. - Expertise in Python and popular machine learning libraries such as TensorFlow, Keras, or PyTorch is essential. - Use web app I'm seeking a professional who can effectively tackle this specific problem and deliver a robust predictive model for Cardiomegaly detection. small data set (just for reference):
I need someone work now, I finish within 1 hour. I've developed a deep learning model for text processing, which I run on Google Colab's GPU. However, I've noticed that the code's data preprocessing part is causing a significant performance bottleneck. I'm looking for someone with expertise in optimizing deep learning models to help me enhance the code's speed and efficiency. Ideal Skills and Experience: - Proven experience in optimizing deep learning code, especially for text processing - Proficiency in using Google Colab's GPU for model training - Strong understanding of data preprocessing and its impact on model performance - Familiarity with NLP (Natural Language Processing) tasks and techniques - Ability to identify and implement opti...
I am in need of a skilled graphic designer who can create minimalist-inspired mockups for a series of notebook refills, based exactly on the example i attach (replication). I created the attached file in Canva, to provide the file as a guide of what the designer should prepare. What i need is a professional approach and professional files. Below a link of a video of a sample i printed based on the Canva example i designed. These files will be used by the printing company to produce notebooks in 3 different dimentions (A4, B5, A5) and 3 different types (plain inner pages, rulled inner pages, dotted inner pages). The files i expect are 21 indipendent open pdf files and the relative AI file or 1 file per dimention: - A4 Front Cover
I'm looking for a...the images is yet to be determined. - You should be able to understand the task of image classification and implement a solution using ML/DL techniques. Ideal Skills and Experience: - Proven experience in image classification projects using ML/DL. - Ability to work with a smaller dataset and optimize model performance. - Proficiency in popular ML/DL libraries and frameworks like TensorFlow, Keras, scikit-learn, etc. - Strong understanding of neural networks and their applications in image classification. - Excellent communication skills and ability to explain complex technical concepts in a clear and concise manner. Able to use cloud ML platforms such as Azure ML If you think you have the skills and experience to help me with this project, I'd lo...
...the project. ******************************************************************* If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text
"I am actively seeking a designer who possesses a profound understanding of branding. Proficiency in Maya, Adobe Suite, 3D Studio Max, and general image editing skills are prerequisites for this role. The brand in question is already well-established; however, it requires a sophisticated refinement while maintaining its appeal. Specifically, this project involves the design of a spirit label. If you lack the aforementioned skills, I kindly request that you refrain from applying or if you are trying to give the work to someone else. When I'm available online, I can provide further clarification. Please understand and NDA will be required to sign.
...problem-solving skills read the specs: What I would like to do is to set up a Cyclecloud cluster with four partitions to begin with; these will come in pairs. One partition will be high priority (aimed at running uninterruptible workloads) and the second will be low priority (spot), both using the same VM SKU. In the first instance, I would like to use HB120v2 for the two CPU partitions and the A100 GPU for the two GPU partitions. I would also like to have SLURM accounting set up within the cluster i.e. not using the MySQL service on Azure. Lastly I would like the cluster to have Prometheus/Graphana monitoring capability so that individual users can monitor job statistics. Eventually, we would like users to also be able to interact with the cluster via VS Code and Jupyte...
If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions
...problem-solving skills read the specs: What I would like to do is to set up a Cyclecloud cluster with four partitions to begin with; these will come in pairs. One partition will be high priority (aimed at running uninterruptible workloads) and the second will be low priority (spot), both using the same VM SKU. In the first instance, I would like to use HB120v2 for the two CPU partitions and the A100 GPU for the two GPU partitions. I would also like to have SLURM accounting set up within the cluster i.e. not using the MySQL service on Azure. Lastly I would like the cluster to have Prometheus/Graphana monitoring capability so that individual users can monitor job statistics. Eventually, we would like users to also be able to interact with the cluster via VS Code and Jupyte...
I need a minimal working example of PPPOS in IDF framework v4.4.7. The requeriments are: - Minimal example with SIM800L modem. - Create and configure esp_netif for PPP (create the driver, and task to receive data from modem and send to esp_netif) - Configure the modem via AT commands (PPP conection ATD*99#) - After succesfull connection, make a http request for testing. The most important thing: DO NOT USE esp_modem component. The example must do not use any component, simply the esp_netif API.
I have a raw ...CuPy array. The primary goal is to process this data in real-time for monitoring purposes. It is crucial that the data is not copied between CPU and GPU memory. Key Requirements: - Acquire data stream from /dev/video0 on Nvidia Jetson Orin and store as an array - Use Python 3.9+ for the codebase - Process the data array for real-time monitoring - Do not copy data between CPU and GPU memory, as one frame is 17MB in size Ideal freelancer for this project should have: - Extensive experience with Python, particularly in real-time data processing - Prior experience with Nvidia Jetson devices and GPU computing - Proficiency in CUDA and CuPy for GPU memory management - Strong understanding of Grayscale data processing - Good communication skills for c...
I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be use...Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-comme...
...integrating the system into various applications or platforms. Skills Required: - Proficiency in natural language processing (NLP) techniques, including sentiment analysis and emotion recognition. - Strong background in deep learning, particularly convolutional neural networks (CNNs) and recurrent neural networks (RNNs). - Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras. - Expertise in image processing and computer vision techniques for emotion recognition from visual data. - Familiarity with audio signal processing methods and speech emotion recognition. - Ability to implement and optimize multi-modal fusion strategies. - Knowledge of explainable AI techniques for model interpretability. - Experience in deploying AI models in production environ...
I'm seeking a Junior AI Oracle Developer to assist with market trend analysis in the cryptocurrency space. The primary focus for this project is Python. Key Responsibilities: - Utili...for market trend analysis in the cryptocurrency sector. - Conduct in-depth research and data analysis to inform these models. - Regularly report on market trends based on AI insights. Ideal Candidate: - 1-2 years of experience in AI and Python. - Strong understanding of market analysis and trends, particularly within the cryptocurrency sector. - Prior work with Solidity, TensorFlow, PyTorch, or Keras would be beneficial but not essential. - Ability to adapt and learn quickly in a fast-paced environment. Please be prepared to share examples of your work or portfolios that showcase your skills ...
I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both ...My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion ...
This project focuses on configuring an existing high-performance computer to process and query large datasets using the Llama3 (70b) language model. The objective is to enable efficient data handling and querying capabilities on the local system. Configure the existing computer with the following specifications for optimal performance: CPU: Intel Core i7-12700F GPU: Nvidia RTX 3070 Memory: 32GB DDR5 RAM Storage: 1TB SSD Operating System: Windows 11 or Linux Set up and optimize the Llama3 (70b) language model on the local system. Process 2,300MB of data to be optimized for use with the Llama3 model. Develop a user interface or command line utility to facilitate local data queries using the Llama3 model. Deliverables: Con...
...server requires: - 16 GB of RAM per GPU - PCIE 4.0 x8 / 3.0 x16 bandwidth per GPU - At least 8 CPU threads per GPU - ***A graphics device that will not be passed through for customers, e.g. an old GPU, the integrated graphics of a CPU, or of a motherboard that supports it (e.g. the Asrock Rack ROMED8-2T comes with an onboard graphics controller)*** Ultimately, this will be a marketplace for compute. People will pay less for a virtual machine with a GPU with inadequate bandwidth (e.g. PCIE 3.0 x4) than a GPU with adequate bandwidth (e.g. PCIE 3.0 x16), as they'd be able to run more intensive workloads. The quality of your hardware will determine your earnings. need hosts to have integrated graphics, another older GPU, or a motherbo...
This role is responsible for the development, deployment, and management of a decentralized AI and GPU-sharing platform. The ideal candidate will combine expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and sca...
Seeking a ~Mobile App Developer to create a cross platform (iOS & Android) app with embedded python, allowing communication with a downloaded Large Language Model (LLM). The app should operate offline and include GPU utilization control. Requirements: 1. Cross-platform app (iOS & Android) with embedded Python. 2. Ability to communicate with a downloaded LLM offline. 3. Clean, intuitive chat interface. 4. Previous Q&A history section with retrieval and deletion options. 5. settings selection including Dark Mode, with the following options: Text-to-Speech Option Voice Input Meeting Summaries Document Summarization Bidding Details: Please provide bid cost and timeframe completion Additional Information: User-friendly interface and efficient functionality are ...
I need a minimal flutter example app for android. The app must scan Bluetooth Ibeacons. I do not need a complete UI, simply a button to start scan and another to stop scan. The information obtained from beacons can be showed in a textbox. The monitoring of beacons mut be "Ranging" (each transmition of beacon must be received and showed) Is very important the scan continue in background. When the app is minimized or out of focus, the app must launch a foreground service (or the foregrounn service can be allways active on all the life of app) when te foreground service is running, a permanent notification must be showed (android policy to allow foreground service). The app must request all permitions required to user on start. When the app is minimized, and the foreground...
I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project g...will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural Networks - Experience with image processing tools and libraries will b...
...on a Tesla T4 GPU. I would like the latest version of OpenCV to be installed on the GPU, using Python as the primary programming language. The solution you provide must be generic enough to ensure that OpenCV can be installed on any other GPU in the future. Key Requirements: - Installation and setup of the latest version of OpenCV on a Tesla T4 GPU, leveraging CUDA and cuDNN. - Ensure functionality is maintained for Image Processing and Video Analysis. - Implement the solution in Python. - Provide thorough documentation for future reference. Ideal Freelancer: - Should have significant experience in working with OpenCV and GPU setups. - Proficiency in Python and a good understanding of CUDA and cuDNN. - Previous experience in configuring and deployi...
I am looking for an experienced Flutter developer to create a minimal example that can effectively scan iBeacons for Android. This should be a simple, text-based UI that can display the UUID, major & minor values, as well as signal strength of iBeacons. Furthermore, it's important that the scanner remains functional in the background via a foreground service, providing a simple text notification when interacted with. The detection process must be constant (ranging). Key requirements for the project: - Develop a minimal Flutter app for Android - Ability to scan iBeacons and display UUID, major and minor values, and signal strength - The app should continue to work in the background - Use a foreground service for background function - Provide a simple text notification from...
I am looking for a professional who can assist me with my daily Bitcoin mining operations. Key Requirements: - Experience in Bitcoin mining, particularly with GPU and CPU miners - Knowledge of best practices for optimizing mining efficiency - Ability to guide on hardware maintenance and replacement - Monitoring and understanding mining software intricacies If you have experience with these tasks and think you can help me achieve my daily mining targets effectively, please reach out.
I'm seeking...project. More specifically, I'm currently using PyCharm and a variety of ML frameworks or libraries to test a range of custom signals. The ideal candidate for this project should possess the following skills and experience: - Proficiency in PyCharm IDE for Python - Familiarity with various machine learning frameworks or libraries, including but not limited to TensorFlow, PyTorch, Scikit-learn, Keras, MXNet, and Caffe - Experience in integrating different ML stacks The top priority is to have this project completed as soon as possible. Be prepared to share your approach and timeline for project completion during our discussions. Your adaptability and ability to handle tight deadlines will be highly valued in this project. Let's test the boundaries of ...
