Keras gpu exampleprojekty
I need an expert to help me install Tensorflow GPU, CUDA, cuDNN, and TensorRT on my Ubuntu 22 system. - Specifically looking to install TensorFlow latest - Verification required via a Python script using Tensor GPU and TensorRT - Successful freelancers should have proven experience in similar installations - Please include your relevant experience in your application.
I'm seeking a talented individual experienced in Nvidia CUDA & Go language for GPU programming and parallel processing tasks. Although I've not identified specific data processing or machine learning needs, there is potential for such functionalities. The complication is uncertain but might involve handling large datasets. Your key expertise should be: - Proven experience in GPU programming, ideally with the use of Nvidia CUDA. - Command over the Go language. - Solid record in implementing parallel processing. Previous experience in handling and processing large amounts of data would be beneficial, given the likely project needs. The primary tasks will center around processing utilizing Nvidia CUDA and the Go language. If you’re up for a challenging, p...
An example of the final product (scrub with embroideries) is provided. I will be placing "Dr. Ali" on the left side and "LOGO DESIGNS" on the right side. Please design 5 different combinations of "Dr. Ali" and logos. Ensure that the font colors complement the logo. The design should change "Ali" to "Dr. Ali". Please create them in Adobe Illustrator.
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I have a Github project that needs to be deployed on Azure. I'm encountering SyntaxErrors and need them resolved. The project is built with Python libraries(Numpy Pandas Matplotlib Mplfinance Seaborn Plotly SciPy Statsmodels Scikit-learn Keras TensorFlow Yfinance Beautiful Soup Selenium NLTK TextBlob SpaCy Gensim BERT Hugging Face PyTorch), and involves BERT for a sentiment analysis task. Key tasks include: - Deploying the project on Azure - Fixing SyntaxErrors during deployment - Ensuring the BERT-based sentiment analysis system is functional Ideal Freelancer: - Proficient in Python - Experience with BERT or similar deep learning frameworks - Azure deployment experience Please bid on this project if you're confident in your ability to handle these tasks
I am in urgent need of a professional who can help me set up a virtual desktop on the cloud. This desktop should run Windows OS and come equipped with a GPU for rendering purposes. Key Requirements: - Setup a virtual desktop on a cloud service provider (undecided, advice needed) - Ensure the desktop is running Windows OS - Configure the desktop with a GPU to support rendering and other related tasks Time sensitivity: I am looking to get this project completed ASAP, so time is of the essence. Ideal Freelancer: I'm seeking a freelancer who is experienced in cloud computing and virtual desktop setup. A background in working with GPUs, especially for rendering, will be an added advantage. Given the urgency of this project, prompt communication and efficient work deliver...
Job: We will be providing one (or more) source models that need to be modified, according to our design page, in order to create a new character. The end model needs to be rigged for animation, with IK and blendshapes. Skill Requirements: * Proficent in ...a new character. The end model needs to be rigged for animation, with IK and blendshapes. Skill Requirements: * Proficent in Blender Modeling * Proficent in Blender Rigging * Able to work with Blendshapes imported from another software (Maya) * Able to create easy-to-use rig controls for facial animations/blendshapes. * Able to create efficent and effective Blender materials that work with the GPU Cycles renderer. * Able to create high-resolution textures as needed. Attached is the design document. On the top right is our sou...
I need an example of how to pass data, like a value (ie. number/integer) in a Push Notification (probably a silent or background push notification) and send it to an Android App where it's detected and can be used to automatically update a function. For example, if you wanted to send Rewards Points to an App and have the balance update automatically without even seeing the push (ie. so a background or silent push notification).
...- The Rag should return relevant data to each field prompt in the right format (text, image, table). Technical Requirements: - The system must be straightforward to deploy and white-lable. We will handle the deployment process as part of the delivery. - The system should provide accurate and relevant prompt responses. - It should be capable of running efficiently on a VPS without requiring a GPU server. - Integration with commercial products like OpenAI is acceptable, but all third-party services and their costs must be disclosed prior to project commencement. The architecture should allow easy replacement of paid services with open-source alternatives when available. Additional Requirements: - Comprehensive documentation of the system and deployment process. - Clear and mai...
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
...a user-friendly interface for interacting with the AI-powered personal shopper. Ensure seamless integration with e-commerce platforms for easy browsing and purchasing. Testing and Validation: Conduct rigorous testing and validation of the developed models and algorithms. Optimize performance for speed, accuracy, and user satisfaction. Technical Requirements: Proficiency in Python, TensorFlow, Keras, or PyTorch for developing ML models. Experience with computer vision techniques, including CNNs and pose estimation. Strong knowledge of NLP and experience with libraries such as NLTK or SpaCy. Familiarity with 3D body scanning technology and related software. Experience with social media data analysis and integration. Expertise in developing web applications using frameworks such a...
I urgently require an experienced CUDA programmer who has proven experience in parallel programming and GPU optimization tasks. Requirements: - A strong background in CUDA development, with expertise in parallel programming and GPU optimization. - An understanding of memory management will be a plus, but it's not a primary requirement. - Familiar with operating NVIDIA GPU and using the CUDA toolkit. Knowledge in C/C++ and Python will be an advantage. - Must have the necessary software and hardware setup, including a NVIDIA GPU and the CUDA Toolkit. This project is ideal for highly skilled CUDA developers who are ready to hit the ground running. Proven experience is necessary. Looking forward to your bids.
...(precision, recall, F1-score) to evaluate model accuracy. Implement a continuous feedback loop for regular performance evaluation and dataset updates. Requirements: Proven experience in machine learning and computer vision, particularly in image recognition projects. Expertise in data augmentation and synthetic data generation techniques. Proficiency in using frameworks such as TensorFlow, PyTorch, or Keras. Experience with fine-tuning pre-trained models and working with existing AI solutions. Ability to integrate AI models into existing platforms and ensure their efficient operation. Strong communication skills and the ability to work collaboratively with our team. Deliverables: Enhanced image recognition model for hypercars, fine-tuned using our high-quality dataset. Integrat...
...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...
