Keras gpu exampletrabajos
I'm looking for a professional who can assist me with setting up a Proxmox server with GPU passthrough for a Windows 11 virtual machine. The primary use for this VM will be gaming, leveraging an NVIDIA GPU. Key requirements: - Proxmox setup and configuration experience. - NVIDIA GPU passthrough expertise. - Understanding of Windows 11 virtualization. - Gaming optimization knowledge would be a plus. My experience with Proxmox is intermediate, so while I understand the basics I would need someone who can guide me through the more complex aspects of the setup. Please be prepared to explain the process clearly and patiently.
I need assistance setting up GPU pass-through on my Proxmox server for multiple virtual machines. Key Requirements: - Expertise in Linux operating systems and Proxmox - Experience with RTX5000 GPU and its configuration - Knowledge in setting up virtual machines with Proxmox - Prior experience with GPU pass-through for Gaming/Graphics rendering The project involves: - Configuring my Proxmox server (currently running Linux) for GPU pass-through using an RTX5000 - Ensuring multiple virtual machines can successfully access and utilize the GPU for gaming and graphics rendering. The ideal freelancer will have a strong background in server configuration, virtual machine setup, and GPU pass-through, particularly within a Proxmox environment.
I'm seeking an expert in object detection and machine learning to enhance an optimized YOLO (...optimized YOLO (You Only Look Once) model. The purpose of this project is to detect small objects, specifically, diseases on fruit trees via camera observations. Ideal candidates should have: - Deep understanding and experience with YOLO and other object detection models. - Experience in agricultural technology or plant disease detection. - Proficiency in Python and related ML libraries (TensorFlow, Keras, etc.) - Capability to optimize models for specific detection tasks. Please note, the specific types of diseases we will be focusing on have not been determined yet, therefore the model should be flexible and adaptable to detect a range of possible 'small objects' that...
I'm looking for experienced DevOps/Cloud Engineers to set up a GPU server for machine learning. Key Requirements: - Hands-on experience with setting up GPU servers. Requirements: Experience with setting up and maintaining GPU-powered cloud servers (such as those we discussed earlier). Knowledge of server scaling, backups, and real-time or near real-time processing. Ensure smooth integration with backend and AI processing workflows.
I'm looking for an expert in AI & Software Development with a strong background in Deep Learning, specifically in image recognition, to help develop a system that can recognize faces and facial features. Key Responsibilities: - Design and impl...Learning, specifically in image recognition, to help develop a system that can recognize faces and facial features. Key Responsibilities: - Design and implement a deep learning model for facial recognition - Optimize the model for accuracy and efficiency - Collaborate with me to understand project needs and updates Ideal Skills: - Proficiency in Python and deep learning libraries (TensorFlow, Keras, PyTorch) - Experience in image recognition projects, specifically facial recognition - Strong problem-solving skills - Excellent c...
We're looking for an expert Python developer with AI/ML experience to c...com/THUDM/CogVideo We're looking for an expert Python developer with AI/ML experience to contribute to CogVideo, an open-source AI video generation project. If you have experience with transformer models and multi-GPU optimization, we want you to help us push the boundaries of AI-driven video creation. Key Responsibilities: - Develop and optimize CogVideo’s AI video models - Work on multi-GPU inference, quantization, and memory efficiency - Collaborate with the open-source community via GitHub Required Skills: - Python - PyTorch - Transformer-based models - AI video generation - Multi-GPU Computing Please send your CV and/or GitHub profile or any relevant contributions to vi...
...an Unreal Engine expert to create a PC game simulation for performance benchmarking. The simulation involves a character running through hilly forest, with performance data being sent back to an application. Key project elements include: - Designing a simulation that mimics the performance of running Fortnite on low settings. - Collecting specific performance data: Frame rate, Memory usage, CPU, GPU usage, and more. The ideal candidate will have: - Extensive experience with Unreal Engine and PC game development. - Proficiency in performance data analysis and application integration. The code should be well-written, documented, and consistent in output. Add real reply to the top of your reply. The goal is to achieve a realistic simulation and benchmark. EXTRA INFO: We are buil...
We are looking for a talented freelancer to create a video based on our script and a reference video. The video should be in a 3:2 landscape format and match the style of the attached example video. Key Requirements: The video must follow the style of the reference video. The CSS effect mix-blend-mode: difference should be used to mimic the visual effects from the website. Animations must be smooth and professionally executed. The final project must be delivered as an open Adobe Premiere file to allow for potential edits later. What We Offer: We are excited to work closely with a freelancer who is skilled in these techniques and can deliver high-quality work. This is a great opportunity for someone to showcase their creativity and technical abilities in a unique project. Importan...
I'm looking for a skilled programmer who can translate some of my Matlab code into GPU compatible code, specifically to make use of Nvidia A100 SXM4 80GB and NVIDIA H100 80GB HBM3. Key Tasks: - Identify and optimize numerical operations in the Matlab code; . - Translate the optimized code into CUDA. - Run speed tests on the latest GPU to measure performance improvements. The ideal candidate for this job should have extensive experience in both MATLAB and GPU CUDA programming, with a strong focus on performance optimization.
Hi - I am need of someone who knows how to import whole slide images of cancer tumor biopsies into a CNN (convolutional neural network), then to do some image analyses of cluster/hot spots, also train/test, and provide tutorials Skills: Medical, python, pytorch, keras to do: Prep data, design model (using CNN), train model, eval the model, fine tune model
I'm looking for a professional developer to integrate an ...functionality of my application, making it more engaging for users. Need to create an application and website, I already have the HTML codes of the website/app, and an open source AI model already made (llama3 dolphin uncensored), all that's missing is Integrate the AI model into the http (chatbot), select a server to host the site and help select a partner to buy A server that gives access to GPU power etc forsufficient computing power to run the AI model inthe app. The chatbot must speak French as a first language, Uncensored, and nice custom interface for the application (slight modification of my http) Whoever works with us will have the privilege of being contacted at any time for future development of the ...
...should only display specific restaurant chains that I will provide. - Users should be able to select multiple restaurants at once using checkboxes, as well as dragging to select an area on the map. - For each restaurant displayed, the map should show the name, address, rating, and menu. - Users should be able to check availability of the selected restaurants on a specific date and time through for example an API connection with Zenchef. - Users should be able to book a table through the website Ideal Skills and Experience: - Proficiency in web development and experience with integrating Google Maps or similar mapping services. - Prior work with interactive web features is a plus. - Ability to work with provided data on specific restaurant. Please include examples of similar pro...
I need a lion icon created based on a provided example. Key Requirements: - The lion icon should incorporate the same similar color scheme (black/white), pose or stance, and facial expression from the provided example. - The final deliverables should be in PNG format, as well as the source files. Creative license ownership and rights ownership included. Ideal Skills: - Graphic design - Icon design - Proficiency in design software like Adobe Illustrator or Photoshop.
I'm seeking a proficient data scientist with deep learning expertise to develop a trading algorithm f...expertise to develop a trading algorithm for day trading in the stock market. I have an indicator in pine script that i would like to implement for the strategy Key Requirements: - Design a deep learning-based day trading algorithm - Incorporate a price prediction component - Focus primarily on maximizing profits Key Skills: - Proficiency in Python and deep learning libraries (e.g., TensorFlow, Keras) - Experience in algorithmic trading - Strong background in data analysis and financial markets Please note, the primary goal of the algorithm is profit maximization, but risk management will also be a vital aspect of the design process. this will need to be back tested befo...
...should run at 400kHz fast I2C bus. 5.)The priority of real-time processing should be close to real time. 6.)For each of the 16 inputs/outputs the possibility to be assigned in the Maschines/xxxxxx.h must be given as usual in GRBL. For example ( something like this ): #define X_LIMIT_PIN PCF8575_ADR_0x20_NUM_13 #define SPINDLE_OUTPUT_PIN PCF8575_ADR_0x20_NUM_3 (if necessary with details of whether input or output) 7.)Summary of where, what and why was changed or added. 8.)Explanation of the correct definition / assignment of the inputs and outputs Example how i used Input / output with platformio Framework Arduino: : lib_deps = xreef/PCF8575 library @ ^2.0.0 #include <Arduino.h> #include <PCF8575.h> // Set i2c address PCF8575 pcf8575(0x20); //PCF_1 PCF857...
I'm looking for a skilled 3D designer to create an interior design for a 12x4.5m therapy room in a modern style. This will be a relaxing room in a clinic setting. ( As per the video ) Key requirements: - The room should be designed primarily for therapy sessions ( two division one for 3 beds and restting area ) - Incorporation of comfortable seating - Integration of natural elements such as plants and water features - Use of ambient lighting to create a calm atmosphere Ideal skills and experience: - Proficiency in 3D design software - Previous experience in designing therapeutic spaces - Understanding of modern interior design principles - Ability to create designs that incorporate natural elements and ambient lighting.
...with GPU-accelerated libraries and frameworks. Here's what I need installed on my system using Conda: **Core Libraries and Frameworks:** - **ThunderSVM:** For GPU-accelerated support vector machines (SVM). - **CuPy:** A NumPy-like library for GPU-accelerated operations. - **RAPIDS:** Including cuML, cuDF, and cuGraph for machine learning, pandas-like operations, and graph analytics. - **CUDA Toolkit:** Ensure the correct version compatible with all frameworks and my GPU. - **cuBLAS / cuML:** For machine learning operations (part of RAPIDS). - **Dask:** For scaling computations across multiple GPUs. - **TensorFlow / PyTorch:** For deep learning with GPU acceleration. - **NVIDIA Apex:** For optimizing PyTorch with mixed precision traini...
"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.
...environment with GPU-accelerated libraries and frameworks. Here's what I need installed on my system using Conda: **Core Libraries and Frameworks:** - **ThunderSVM:** For GPU-accelerated support vector machines (SVM). - **CuPy:** A NumPy-like library for GPU-accelerated operations. - **RAPIDS:** Including cuML, cuDF, and cuGraph for machine learning, pandas-like operations, and graph analytics. - **CUDA Toolkit:** Ensure the correct version compatible with all frameworks and my GPU. - **cuBLAS / cuML:** For machine learning operations (part of RAPIDS). - **Dask:** For scaling computations across multiple GPUs. - **TensorFlow / PyTorch:** For deep learning with GPU acceleration. - **NVIDIA Apex:** For optimizing PyTorch with mixed precision train...
... Innovation: Contribute innovative ideas and solutions to improve the platform and keep it at the forefront of technology. Required Skills & Qualifications: Proven Experience: 5+ years of experience in AI/ML development and full-stack engineering. Technical Expertise: Proficiency in Python, Django, and React, with a strong understanding of AI frameworks such as TensorFlow, PyTorch, and Keras. AR/VR and CAD Experience: Hands-on experience with augmented reality development and CAD tools for creating interactive user experiences. Database Management: Experience with relational and NoSQL databases like PostgreSQL and MongoDB. API Development: Strong skills in developing and integrating RESTful APIs. Problem-Solving: Excellent analytical skills and the ability t...
I need help in finding out how a minivideo is created from a algorithm. The minivideo is a few seconds long and is a compilation of short segments from a full MP4 video. Key Tasks: - Analyze how the short segments are selected for the minivideo: Th...is a compilation of short segments from a full MP4 video. Key Tasks: - Analyze how the short segments are selected for the minivideo: This is currently unknown and part of the task is to figure this out. - Implement the process in Python. - Utilize a GPU for processing. Ideal Skills: - Proficient in Python with experience in video processing. - Access to a GPU for processing. - Ability to analyze and interpret data. - Tensorflow would be prefered over torch Please note, the freelancer selected will need to provide their own...
...environment with GPU-accelerated libraries and frameworks. Here's what I need installed on my system using Conda: **Core Libraries and Frameworks:** - **ThunderSVM:** For GPU-accelerated support vector machines (SVM). - **CuPy:** A NumPy-like library for GPU-accelerated operations. - **RAPIDS:** Including cuML, cuDF, and cuGraph for machine learning, pandas-like operations, and graph analytics. - **CUDA Toolkit:** Ensure the correct version compatible with all frameworks and my GPU. - **cuBLAS / cuML:** For machine learning operations (part of RAPIDS). - **Dask:** For scaling computations across multiple GPUs. - **TensorFlow / PyTorch:** For deep learning with GPU acceleration. - **NVIDIA Apex:** For optimizing PyTorch with mixed precision train...
I am looking for a developer to create a Windows 10 software (EXE) that forces Multi-GPU (MGPU) usage in any game (AMD). The goal of this software is to enhance gaming performance by leveraging multiple GPUs, even in games that do not natively support it. The software should include the following features: Ability to force Alternate Frame Rendering (AFR) mode or any other method to enable MGPU on non-supported games. Full compatibility with Windows 10. A simple user interface to select a game and activate the MGPU mode. The software should be lightweight, easy to use, and compatible with a wide range of games.
I'm looking for a developer with strong experience in C++ to create a Proof of Work (PoW) crypto coin. The project involves designing a core application that will sync the blockchain, function as a wallet, and serve as a mining platform. Key Requirements: - The application should be compatible with Windows operating system. - The core application needs to be written in C++. - The wallet should feature multi-signature support, display transaction history, and have an integrated exchange. Ideal Skills: - Extensive knowledge and experience in C++ programming. - Familiarity with blockchain technology and crypto coin development. - Ability to create secure, user-friendly wallets with advanced features. - Experience in developing applications for Windows. Please provide examples of prev...
... Objective: Implement one of the papers chosen in Part A using Python TensorFlow Keras or Pytorch Libraries. Instructions: Implement the Paper: Utilize the methodologies or algorithms detailed in your chosen paper. Ensure that the URL for the dataset (public dataset) is mentioned clearly. Code Submission: Upload the Python .ipynb file. Download the .ipynb file as a PDF, ensuring all outputs are clearly displayed. ZIP files are not accepted. Assignment Template: Use the provided file or Google Colab for your work. File Naming Convention: DNN_assignment_2a_group##. Libraries: Use TensorFlow/Keras/Pytorch Plagiarism & Late Submissions: Any plagiarism will result in zero marks. Late
I'm seeking a C# developer with expertise in ILGPU to create an application that picks data fr...record before sending the output to a SQL Server database. Key Requirements: - 90% of the data processing must be handled by the GPU for maximum efficiency. - Implement a system for memory optimization to handle extensive lookup tables. - Enhance lookup speed for quick data retrieval. - Ensure all processes are conducted within the GPU. - The final output should be seamlessly entered into a SQL Server database. Ideal candidates should have: - Strong experience in C# programming. - Proven track record in developing applications with ILGPU. - Deep understanding of SQL Server. - Expertise in memory and speed optimization techniques. - Ability to design efficient, GPU-b...
...should run at 400kHz fast I2C bus. 5.)The priority of real-time processing should be close to real time. 6.)For each of the 16 inputs/outputs the possibility to be assigned in the Maschines/xxxxxx.h must be given as usual in GRBL. For example ( something like this ): #define X_LIMIT_PIN PCF8575_ADR_0x20_NUM_13 #define SPINDLE_OUTPUT_PIN PCF8575_ADR_0x20_NUM_3 (if necessary with details of whether input or output) 7.)Summary of where, what and why was changed or added. 8.)Explanation of the correct definition / assignment of the inputs and outputs Example how i used Input / output with platformio Framework Arduino: : lib_deps = xreef/PCF8575 library @ ^2.0.0 #include <Arduino.h> #include <PCF8575.h> // Set i2c address PCF8575 pcf8575(0x20); //PCF_1 PCF857...
I'm facing system crashes with my Proxmox setup using a GeForce 4060TI GPU. These crashes occur randomly, and I suspect it may be a performance issue related to my GPU configuration. I need a Proxmox expert to: - Analyze my current GPU Passthrough setup - Identify potential configuration errors causing performance issues - Provide guidance on optimising my setup for better stability and performance Ideal skills and experience: - Extensive experience with Proxmox - Deep understanding of GPU Passthrough configurations - Proven track record of resolving system performance issues - Ability to provide clear, actionable advice Please bid if you can help me stabilize my system and improve performance.
# PySide6/Qt Widget for Node-Based GPU Texture Generation with OpenGL ## Project Description I'm looking for a candidate with strong experience in **PySide6**, **Qt**, **Python**, and **OpenGL** to work on a specialized project. The project currently includes a small library that supports the creation of a **Directed Acyclic Graph (DAG)** of nodes, allowing tasks to be executed per node, either individually or in **parallel** (requiring knowledge of the **threading library** and **batching**). The primary task for this project is to create a standalone **PySide6 widget** that allows users to visually create and connect nodes using different types of connections (linear, Bezier, etc.). It should be easy to add new types of connections in the future, and the widget must suppor...
Build me a business where people can choose and book an appointment with a doctor or a pet groomer or a spa massage we need the business to be able to make an account and the clients to book appointments. Business account by location Guest account by location 20 categories of business Apointment reminders through automated mail Live appointment accurate times depending on the physiology of the task exc :hair dressing 30min hair Diye 2 hours etc. Guest Application for bookings. Reviews Advertisement of business that want to advertise and show higher
Complete Conway's Game of Life using Tensorflow - Using 2D convolution, complete the template Conway's Game of Life using built-in Tensorflow functions. - The template is provided. You just need to complete it. - Initial states are provided. - Script to read the initial states are provided. NOTE: This project uses tensorflow for non-deep-learning topic. Should be easy t... You just need to complete it. - Initial states are provided. - Script to read the initial states are provided. NOTE: This project uses tensorflow for non-deep-learning topic. Should be easy to implement if you have understanding in convolutions and what it does. Deliverables: 1. One template file completed that implements the game. The program should also record the total compute time of the GPU (just...
I'm looking for a freelancer to create 2 Google Slides for a sales pitch presentation. The slides should be based on an example that I will provide. - Purpose: The slides are intended for a business presentation aimed at potential clients. - Deliverables: Only 2 slides based on the example. - Ideal Skills: Proficiency in Google Slides, understanding of sales presentation structure and design, attention to detail, ability to follow provided examples closely.
...it was a brand new laptop. So here's a list of things I've tried to fix the issue I've tried: clean windows installs Updated drivers 3 different sets of RAM 2 different machines different BIOS and power settings on both machines Unplugging peripherals updating windows (obviously) using different power sources for both laptops (battery, directly in wall, through Eaton UPS) Running on integrated GPU vs dedicated stress testing, looking at temps and NOTHING has fixed this problem. So I'm down to two theories: ESET is causing issues A peripheral is causing problems and leaving them behind residually (because why else would my laptop crash with nothing plugged in and idle?) Sometimes I get no random reboots for literally days, then I already hear you asking if I...
I'm in need of a deep learning expert with a strong proficiency in Keras. The project is small and will primarily involve working with Keras to implement deep learning algorithms. Ideal Skills: - Extensive experience with Keras - Proficient in deep learning methodologies - Problem-solving skills for algorithm implementation Please note that the specifics of the task and the type of data involved will be discussed further. Your expertise and flexibility will be key in successfully completing this project. i need to done this project ASAP. Note type "DEEP" in the start of your proposal . low budget will be preferred.
...the system includes algorithms that work with neural networks. For this part, the key parameter is FPS (frames per second). The hardware used for this part is + HAILO. Currently, the FPS is low because the process of preparing images for input into Hailo and processing the results is done on the CPU. In this regard, we would like to address the task of offloading these computations to the GPU and VPU. We are interested in two matters: 1) Consultation on issues related to writing code in GStreamer. 2) Assistance in creating a GStreamer pipeline that performs the actions outlined below. For a video signal, the pipeline would look as follows: Input: RTSP stream 1920x1080 -> The following operations are performed on the frames: proportional resizing to 640xNEW_HEIGHT, adding pa...
I am seeking a seasoned deep learning professional with a particular focus on predictive analytics. Your primary task will be working with structured data, particularly databases, to develop a classification-based predictive model. Ideal Skills and Experience: - Proven expertise in deep learning, specifically in predictive analytics -...Your primary task will be working with structured data, particularly databases, to develop a classification-based predictive model. Ideal Skills and Experience: - Proven expertise in deep learning, specifically in predictive analytics - Strong background in working with structured data - Proficient in developing classification-based models - Experience with deep learning frameworks (TensorFlow, Keras, etc.) - Excellent data analysis and interpretat...
...designed to make yourself familiar with the Kaggle environment, as well as the available computational devices on Kaggle including CPU, single GPU (P100), two GPUs (2*T4), and cloud TPU. We'll benchmark the performance of these computational devices. The benchmarking code can be created using AI tools. For example, I have the following ChatGPT conversation to create PyTorch code to benchmark the performance of my Apple Laptop (M3 chip), which has CPU and GPU (called "MPS" in PyTorch) devices: As you see, in my benchmarking code I used matrix multiplication to test the performance of my GPU. I also tried multiplying matrics of various sizes such as 10k*10k, 20k*20k and 30k*30k (not shown in the ChatGPT conversation). (Links to
...cross-platform installer (macOS, Windows, Ubuntu) for a blockchain project. The installer will configure and launch a core blockchain application along with a dual-mining setup that supports two cryptocurrencies simultaneously. Responsibilities: Develop a GUI-based installer using Python/Tkinter or similar tools. Install and configure the core blockchain software for both cryptocurrencies. Integrate CPU/GPU mining software for dual-mining support. Ensure compatibility with various operating systems (macOS, Windows 7+, Ubuntu 14.04+). Create desktop shortcuts and manage resources for efficient mining. Implement error handling, configuration settings, and wallet management. Requirements: Strong experience in Python, C++, or other relevant languages. Knowledge of blockchain proto...
...meaningful insights, identify trends, and improve model performance. Performance Optimization: Ensure real-time processing capabilities of models and algorithms while optimizing them for large-scale data handling and GPU acceleration. Required Technical Qualifications: Experience: Minimum of 2 years of professional experience in computer vision with a proven track record of delivering complex image processing and machine learning projects. Programming Skills: Proficient in Python, and MATLAB. Hands-on experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. Algorithm Expertise: Strong understanding of computer vision algorithms, including CNNs, object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. AI/ML...
...code. Here is an existing tutorial for training cats/dogs classification using Pytorch and Hugging Face Accelerate on multiple GPUs. Full code is here: The task for you is to save checkpoints during training on various hardware configurations (specifically: CPU, Single GPU, Multi GPU), and then loading the checkpoint on a different computer to predict using CPU, or Single GPU, or Multi GPU. The objective is to reproduce the accuracy IDENTICAL to when the checkpoint was saved. Your task: 1) I need you to insert code to SAVE CHECKPOINT in the training_loop() during training on COMPUTER A. Note the accuracy for the checkpoint when it was saved. The training needs to execute smoothly on cpu-only, single_gpu, or, multi_gpu
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...code. Here is an existing tutorial for training cats/dogs classification using Pytorch and Hugging Face Accelerate on multiple GPUs. Full code is here: The task for you is to save checkpoints during training on various hardware configurations (specifically: CPU, Single GPU, Multi GPU), and then loading the checkpoint on a different computer to predict using CPU, or Single GPU, or Multi GPU. The objective is to reproduce the accuracy IDENTICAL to when the checkpoint was saved. Your task: 1) I need you to insert code to SAVE CHECKPOINT in the training_loop() during training on COMPUTER A. Note the accuracy for the checkpoint when it was saved. The training needs to execute smoothly on cpu-only, single_gpu, or, multi_gpu
i want to conduct a benchmarking test on AWS instance types to compare the performance and cost-effectiveness of different EC2 instances and the test should involve: Selecting AWS Instance Types to Test: Choose a range of instance types, such as: General Purpose (e.g., M5, T3) Compute Optimized (e.g., C5) Memory Optimized (e.g., R5) GPU instances (e.g., P3) Choose Sample Workloads: Select representative workloads that are common in real-world scenarios This could include: Web server workloads Database operations Data processing tasks Any specific workloads relevant to your field of study Measure CPU Utilization: Use AWS CloudWatch or other monitoring tools to track CPU utilization during the tests Record metrics like average CPU utilization, peak utilization, and utilization patter...
...following aspects: - Development of a comprehensive RGB-IR Implementation plan - Extensive experience in ISP functionalities and camera implementation - Strong background in low-level programming for embedded systems - Familiarity with NVIDIA AGX XAVIER is a plus - Ability to work with little or no supervision -This task involves using an NVIDIA GPU to first separate RGB-IR Bayer test image file data into RGB Bayer data and IR data, and then using the GPU hardware to convert the RGB Bayer data into RGB de-Bayered data.(milestone 1) -The final objective of the project is to save the de-Bayered RGB data and the IR data as separate files. -When the rgb-ir camera is ready, the camera stream will work to replace the file data (Milestorne 2) -Milestones 1 and 2 should be c...
I'm looking for a logo similar to the attached, but not too similar that it looks like a copy. The ideal colors are attached. Feel free to add an additional blue or green if necessary. Key Aspects: - Design Style: The logo should be simple and refined. - Elements: The logo should consist of both text and an icon of a house. The text should be "HECM" - Color Scheme: The logo will primarily use two colors: a specific shade of blue (#23649e) and a particular shade of green (#55bc04). These colors should be used in a way that maintains the minimalistic aesthetic. The ideal candidate for this project should have: - Strong graphic design skills, with a portfolio showcasing minimalistic designs. - Experience in logo design, particularly in creating logos that combine text and i...
...Raspberry Pi, Orange Pi, Banana Pi, Pine64, Libre Computer, Odroid, Radxa, etc. The board must have graphics, audio and USB for input devices. ARM devices are the most likely target. Required SBC components: - HDMI output for audio and video - USB input (keyboard) - Memory not on MCU (e.g. SDRAM) - 512+MB desired, 256MB may work - Separation of resources to user/system (e.g. TrustZone) - GPU, ideally with 2D acceleration Key Responsibilities: - Provide consultation on which board to choose and optimal solutions. - Develop custom, bare metal software for the SBC. Ideal Candidate: - Strong interest in and desire to work on SBCs, embedded solutions. - Proficiency in programming languages such as C. - In-depth understanding of the hardware and configuration...
I'm f...CUDA to my NVIDIA GPU on my Ubuntu 22.04 system. The drivers are installed and detected, but CUDA isn’t connecting properly. I'm running my training scripts in Jupyter Notebook, and I'm unsure how to check if the CUDA toolkit and cuDNN library versions are compatible with my installed GPU drivers. Ideal candidates for this project should have: - Extensive experience with CUDA installations on Ubuntu - Proficiency in troubleshooting CUDA and NVIDIA GPU connection issues - Familiarity with Jupyter Notebook and its configurations for GPU training - Ability to check and ensure compatibility between CUDA toolkit, cuDNN library, and GPU drivers - Willingness to offer the lowest bid I would greatly appreciate your assistance in re...
I'm looking for a freelancer proficient in C++, OpenCV, and Qt. The challenge is to seamlessly compile OpenCV 4.5 with GPU support in Qt Creator on a Windows operating system. I have a C++ program that utilizes the real-time object detection feature of YOLO for object recognition. Currently, it's straining the CPU (95-98%). Your task is to lower the CPU load and optimize the program's performance. That is why your job is to prepare my work environment in QtCreator so that every time I compile the program, I do it with graphics and does not stress the CPU. I can give you access to my work environment through teamviewer or any other tool. Ideal skills and experience would include: - Strong C++ Programming - Experience with OpenCV, ideally OpenCV 4.5 - Proficiency. wi...
I need a project focusing on Natural Language Processing (NLP) and Deep Learning (DL) for next word prediction. The project should be implemented in Python, without using Keras, and built from scratch. Key Requirements: - Focus on next word prediction using a large dataset (millions of sentences). - Use of Python for implementation. - No use of Keras or other high-level libraries, everything built from scratch. - Deep understanding of both NLP and DL. Ideal Skills: - Proficiency in Python. - Extensive experience with NLP and DL. - Ability to build complex models from scratch. - Experience working with large datasets.
