Best AI tools for< Design Hardware >

Quilter is an end-to-end PCB design platform that uses generative AI to automate the layout process. It can place components, route traces, define board stackups, and generate pours. Quilter is compatible with existing design tools and libraries, and it returns completed designs in the same file format they were submitted in. Quilter is currently in open beta and is free to use.

Stablematic is a web-based platform that allows users to run Stable Diffusion and other machine learning models without the need for local setup or hardware limitations. It provides a user-friendly interface, pre-installed plugins, and dedicated GPU resources for a seamless and efficient workflow. Users can generate images and videos from text prompts, merge multiple models, train custom models, and access a range of pre-trained models, including Dreambooth and CivitAi models. Stablematic also offers API access for developers and dedicated support for users to explore and utilize the capabilities of Stable Diffusion and other machine learning models.

NVIDIA is a world leader in artificial intelligence computing, providing hardware and software solutions for gaming, entertainment, data centers, edge computing, and more. Their platforms like Jetson and Isaac enable the development and deployment of AI-powered autonomous machines. NVIDIA's AI applications span various industries, from healthcare to manufacturing, and their technology is transforming the world's largest industries and impacting society profoundly.

NVIDIA is a world leader in artificial intelligence computing. The company's products and services are used by businesses and governments around the world to develop and deploy AI applications. NVIDIA's AI platform includes hardware, software, and tools that make it easy to build and train AI models. The company also offers a range of cloud-based AI services that make it easy to deploy and manage AI applications. NVIDIA's AI platform is used in a wide variety of industries, including healthcare, manufacturing, retail, and transportation. The company's AI technology is helping to improve the efficiency and accuracy of a wide range of tasks, from medical diagnosis to product design.

Recursion is a techbio company that uses artificial intelligence to accelerate drug discovery. The company's platform combines hardware, software, and data to create a more efficient and effective drug discovery process. Recursion has a broad pipeline of drug candidates in development, and it has partnered with several leading pharmaceutical companies. The company is headquartered in Salt Lake City, Utah.

Microsoft is a leading technology company that develops, manufactures, licenses, supports, and sells computer software, consumer electronics, personal computers, and services. Its best-known software products are the Microsoft Windows operating system, the Microsoft Office suite, and the Internet Explorer and Edge web browsers. Its hardware products include the Xbox video game consoles and the Surface tablet computers. Microsoft is also a major provider of cloud computing services through its Azure platform.

Midjourney is a free online AI image generator that allows users to create high-quality images from simple text prompts. It is powered by advanced machine learning algorithms that can understand the meaning of words and convert them into realistic and visually appealing images. Midjourney is easy to use and does not require any special hardware or software. Users simply need to enter a text description of the image they want to generate and Midjourney will create it in a matter of seconds.

Mobileye is a leading company specializing in driver assist and autonomous driving technologies. With a focus on developing innovative solutions for the automotive industry, Mobileye has revolutionized driver-assist technology by leveraging camera sensors to enhance safety and efficiency in vehicles. The company offers a range of solutions, from cloud-enhanced driver-assist systems to fully autonomous driving capabilities, all designed to provide a seamless and natural driving experience. By developing both hardware and software in-house, Mobileye ensures a safe-by-design approach that prioritizes scalability and efficiency, making their technology accessible to the mass market.

Rethink Robotics, a pioneer in collaborative robotic solutions, offers Sawyer, a flexible, easy-to-use, high-performing lightweight robot designed for precision tasks with an embedded Cognex Vision System. Controlled by the Intera software platform, Sawyer is highly accepted by employees due to its safe design and intuitive teaching methods. Rethink Robotics, part of the HAHN Group, emphasizes German engineering and innovation in robot technology development. The Sawyer BLACK Edition features enhanced hardware quality, quieter operation, and increased durability. The HAHN Group, a global network of specialized technology companies, provides expertise and automation know-how to various industries.

Krecicki.com is a leading website maintenance provider in Las Vegas, offering services such as minor updates, substantial work, and complete website design. With over 11 years of experience, they specialize in keeping websites fresh, secure, and up-to-date for small businesses. Their transparent pricing, high-quality work, and commitment to security make them a trusted choice for website maintenance services in Las Vegas and California.

MimicPC is a web-based platform that allows users to run various AI applications directly in their browser without the need for installation. Users can access a wide range of AI tools and applications seamlessly, making it convenient for both professionals and enthusiasts to leverage the power of artificial intelligence. With MimicPC, users can perform tasks such as image recognition, natural language processing, and data analysis with ease.

Design Bundles is a comprehensive online platform offering a wide range of design resources including SVG files, clipart, laser designs, sublimation PNGs, illustrations, photos, and more. Users can access unlimited downloads, exclusive software, and marketplace purchases with various discounts. The platform also features an exclusive AI tool called Illustrate AI, which allows users to generate unique images effortlessly. Design Bundles aims to provide a seamless experience for designers, crafters, and creators to explore their creativity and access high-quality design assets.

The website offers an AI Spatial Design tool that revolutionizes spatial design by providing advanced intelligence for creating and interacting with spaces. It features high-fidelity 3D modeling, real-time interaction, and transforming photos into visual experiences. Users can customize their buyer journey, boost walk-ins, and elevate living spaces with spatial intelligence. The tool also offers services for cabinet design, flooring, wall fill, countertop fill, furniture replacement, interior design, home redesign, partial remodel, and virtual staging.

Design Wizard is a free online graphic design software that allows users to create impressive videos and image designs in minutes. It offers a wide range of pre-made templates, premium images, videos, and fonts to help users create unique and professional-looking content. Design Wizard is easy to use and requires no prior design experience. It is perfect for individuals, small businesses, and organizations that need to create high-quality visual content quickly and easily.

The Institute for Protein Design is a research institute at the University of Washington that uses computational design to create new proteins that solve modern challenges in medicine, technology, and sustainability. The institute's research focuses on developing new protein therapeutics, vaccines, drug delivery systems, biological devices, self-assembling nanomaterials, and bioactive peptides. The institute also has a strong commitment to responsible AI development and has developed a set of principles to guide its use of AI in research.

The AI Landscape Design Idea Generator is a web-based tool that helps users create beautiful and functional landscape designs. The tool uses artificial intelligence to generate design ideas based on the user's input. Users can choose from a variety of design styles, plant types, and other features to create a design that is perfect for their needs.

Design Your Pins is a custom pin design website that offers personalized pin creation services. The platform provides a user-friendly experience for designing custom pins, with a focus on quality craftsmanship and customer satisfaction. Design Your Pins features an AI Pin Designer tool to assist users in bringing their unique pin designs to life. The team behind Design Your Pins consists of industry experts dedicated to providing transparent and accountable service throughout the custom pin project process. From initial design submission to final delivery, Design Your Pins aims to turn ideas into beautifully crafted pins that reflect the customer's vision.

Design My Room is an AI-powered application that allows users to easily redesign their room by simply taking a photo with their iPhone. The app provides 5 different design ideas tailored to the user's room, offering a wide range of unique design inspirations to spark creativity in home makeover projects. With its user-friendly interface and quick results, Design My Room simplifies the process of room redesigning, making it accessible to anyone looking to transform their living space.

AI-Design.pro is an AI-powered service that creates interior design projects. It utilizes artificial intelligence to generate interior design albums with accurate architectural and design drawings, visualizations, and detailed specifications for furniture and materials. The platform streamlines the interior design process, making it more efficient and significantly reducing the time it takes to locate an interior designer. Users can create customized design projects tailored to their specific requirements without the need for a designer, meetings, or phone calls. The service offers a simple and intuitive interface, hundreds of design options, and automated procurement estimates for purchasing furniture and materials.

Design Sparks is an AI-powered platform that aims to ignite creativity and inspire new design ideas. By leveraging artificial intelligence, users can explore fresh perspectives and possibilities for their design projects. The platform allows users to input their design problems or themes, and then generates sparks of inspiration to help overcome creative blocks and spark innovative solutions. Design Sparks provides a user-friendly interface for uploading PDFs or entering URLs to generate design ideas. Users can save their sparks and ideas for future reference, making it a valuable tool for designers seeking to enhance their creative process.

The neo is an open source robotics research platform powered by a OnePlus 3 smartphone and an STM32F205-based CAN interface board, housed in a 3d-printed casing with active cooling. It includes NEOS, a stripped down Android ROM, and offers a modern Linux environment for development. The platform leverages the high performance embedded processor and sensor capabilities of modern smartphones at a low cost. A detailed guide is available for easy construction, requiring online shopping and soldering skills. The total cost for building a neo is approximately $700.

ztachip is a RISCV accelerator designed for vision and AI edge applications, offering up to 20-50x acceleration compared to non-accelerated RISCV implementations. It features an innovative tensor processor hardware to accelerate various vision tasks and TensorFlow AI models. ztachip introduces a new tensor programming paradigm for massive processing/data parallelism. The repository includes technical documentation, code structure, build procedures, and reference design examples for running vision/AI applications on FPGA devices. Users can build ztachip as a standalone executable or a micropython port, and run various AI/vision applications like image classification, object detection, edge detection, motion detection, and multi-tasking on supported hardware.

This open hardware project aims to extend the life of Volvo P2 platform vehicles by updating them to current EU safety and emission standards. It involves designing and prototyping OEM hardware electronics that can replace existing electronics in these vehicles, using the existing wiring and without requiring reverse engineering or modifications. The project focuses on serviceability, maintenance, repairability, and personal ownership safety, and explores the advantages of using open solutions compared to conventional hardware electronics solutions.

LLM4EDA is a repository dedicated to showcasing the emerging progress in utilizing Large Language Models for Electronic Design Automation. The repository includes resources, papers, and tools that leverage LLMs to solve problems in EDA. It covers a wide range of applications such as knowledge acquisition, code generation, code analysis, verification, and large circuit models. The goal is to provide a comprehensive understanding of how LLMs can revolutionize the EDA industry by offering innovative solutions and new interaction paradigms.

MATLAB-Simulink-Challenge-Project-Hub is a repository aimed at contributing to the progress of engineering and science by providing challenge projects with real industry relevance and societal impact. The repository offers a wide range of projects covering various technology trends such as Artificial Intelligence, Autonomous Vehicles, Big Data, Computer Vision, and Sustainability. Participants can gain practical skills with MATLAB and Simulink while making a significant contribution to science and engineering. The projects are designed to enhance expertise in areas like Sustainability and Renewable Energy, Control, Modeling and Simulation, Machine Learning, and Robotics. By participating in these projects, individuals can receive official recognition for their problem-solving skills from technology leaders at MathWorks and earn rewards upon project completion.

Okay, here is a JSON object with the requested information about the awesome-cuda-tensorrt-fpga repository:

Efficient Foundation Model Survey is a comprehensive analysis of resource-efficient large language models (LLMs) and multimodal foundation models. The survey covers algorithmic and systemic innovations to support the growth of large models in a scalable and environmentally sustainable way. It explores cutting-edge model architectures, training/serving algorithms, and practical system designs. The goal is to provide insights on tackling resource challenges posed by large foundation models and inspire future breakthroughs in the field.

Analyze the following text from a github repository (name and readme text at end) . Then, generate a JSON object with the following keys and provide the corresponding information for each key, in lowercase letters: 'description' (detailed description of the repo, must be less than 400 words，Ensure that no line breaks and quotation marks.),'for_jobs' (List 5 jobs suitable for this tool,in lowercase letters), 'ai_keywords' (keywords of the tool,user may use those keyword to find the tool,in lowercase letters), 'for_tasks' (list of 5 specific tasks user can use this tool to do,in lowercase letters), 'answer' (in english languages)

This repository provides a systematic and comprehensive review of efficient LLMs research. We organize the literature in a taxonomy consisting of three main categories, covering distinct yet interconnected efficient LLMs topics from **model-centric** , **data-centric** , and **framework-centric** perspective, respectively. We hope our survey and this GitHub repository can serve as valuable resources to help researchers and practitioners gain a systematic understanding of the research developments in efficient LLMs and inspire them to contribute to this important and exciting field.

Awesome-LLM-Quantization is a curated list of resources related to quantization techniques for Large Language Models (LLMs). Quantization is a crucial step in deploying LLMs on resource-constrained devices, such as mobile phones or edge devices, by reducing the model's size and computational requirements.

The 'jobs' repository by comma.ai focuses on solving self-driving cars by building a robotics stack that includes state-of-the-art machine learning models, operating system design, hardware development, and manufacturing. The company aims to deliver constant incremental progress in self-driving technology to users, with a focus on practical solutions rather than hype. Job opportunities at comma.ai include technical challenges, phone screenings, and paid micro-internships, with perks such as chef-prepared meals, on-site gym access, and health insurance. The teams at comma.ai are organized into web, systems, infrastructure, product, design, and electrical engineering, with specific challenges for each team. The repository also offers opportunities for non-job seekers to participate in challenges and win prizes.

AI-Drug-Discovery-Design is a repository focused on Artificial Intelligence-assisted Drug Discovery and Design. It explores the use of AI technology to accelerate and optimize the drug development process. The advantages of AI in drug design include speeding up research cycles, improving accuracy through data-driven models, reducing costs by minimizing experimental redundancies, and enabling personalized drug design for specific patients or disease characteristics.

PowerInfer is a high-speed Large Language Model (LLM) inference engine designed for local deployment on consumer-grade hardware, leveraging activation locality to optimize efficiency. It features a locality-centric design, hybrid CPU/GPU utilization, easy integration with popular ReLU-sparse models, and support for various platforms. PowerInfer achieves high speed with lower resource demands and is flexible for easy deployment and compatibility with existing models like Falcon-40B, Llama2 family, ProSparse Llama2 family, and Bamboo-7B.

Vibe is a tool designed to transcribe audio in multiple languages with features such as offline functionality, user-friendly design, support for various file formats, automatic updates, and translation. It is optimized for different platforms and hardware, offering total freedom to customize models easily. The tool is ideal for transcribing audio and video files, with upcoming features like transcribing system audio and audio from microphone. Vibe is a versatile and efficient transcription tool suitable for various users.

DashInfer is a C++ runtime tool designed to deliver production-level implementations highly optimized for various hardware architectures, including x86 and ARMv9. It supports Continuous Batching and NUMA-Aware capabilities for CPU, and can fully utilize modern server-grade CPUs to host large language models (LLMs) up to 14B in size. With lightweight architecture, high precision, support for mainstream open-source LLMs, post-training quantization, optimized computation kernels, NUMA-aware design, and multi-language API interfaces, DashInfer provides a versatile solution for efficient inference tasks. It supports x86 CPUs with AVX2 instruction set and ARMv9 CPUs with SVE instruction set, along with various data types like FP32, BF16, and InstantQuant. DashInfer also offers single-NUMA and multi-NUMA architectures for model inference, with detailed performance tests and inference accuracy evaluations available. The tool is supported on mainstream Linux server operating systems and provides documentation and examples for easy integration and usage.

MSCCL++ is a GPU-driven communication stack for scalable AI applications. It provides a highly efficient and customizable communication stack for distributed GPU applications. MSCCL++ redefines inter-GPU communication interfaces, delivering a highly efficient and customizable communication stack for distributed GPU applications. Its design is specifically tailored to accommodate diverse performance optimization scenarios often encountered in state-of-the-art AI applications. MSCCL++ provides communication abstractions at the lowest level close to hardware and at the highest level close to application API. The lowest level of abstraction is ultra light weight which enables a user to implement logics of data movement for a collective operation such as AllReduce inside a GPU kernel extremely efficiently without worrying about memory ordering of different ops. The modularity of MSCCL++ enables a user to construct the building blocks of MSCCL++ in a high level abstraction in Python and feed them to a CUDA kernel in order to facilitate the user's productivity. MSCCL++ provides fine-grained synchronous and asynchronous 0-copy 1-sided abstracts for communication primitives such as `put()`, `get()`, `signal()`, `flush()`, and `wait()`. The 1-sided abstractions allows a user to asynchronously `put()` their data on the remote GPU as soon as it is ready without requiring the remote side to issue any receive instruction. This enables users to easily implement flexible communication logics, such as overlapping communication with computation, or implementing customized collective communication algorithms without worrying about potential deadlocks. Additionally, the 0-copy capability enables MSCCL++ to directly transfer data between user's buffers without using intermediate internal buffers which saves GPU bandwidth and memory capacity. MSCCL++ provides consistent abstractions regardless of the location of the remote GPU (either on the local node or on a remote node) or the underlying link (either NVLink/xGMI or InfiniBand). This simplifies the code for inter-GPU communication, which is often complex due to memory ordering of GPU/CPU read/writes and therefore, is error-prone.

LEADS is a lightweight embedded assisted driving system designed to simplify the development of instrumentation, control, and analysis systems for racing cars. It is written in Python and C/C++ with impressive performance. The system is customizable and provides abstract layers for component rearrangement. It supports hardware components like Raspberry Pi and Arduino, and can adapt to various hardware types. LEADS offers a modular structure with a focus on flexibility and lightweight design. It includes robust safety features, modern GUI design with dark mode support, high performance on different platforms, and powerful ESC systems for traction control and braking. The system also supports real-time data sharing, live video streaming, and AI-enhanced data analysis for driver training. LEADS VeC Remote Analyst enables transparency between the driver and pit crew, allowing real-time data sharing and analysis. The system is designed to be user-friendly, adaptable, and efficient for racing car development.

This open-source project, also known as **Deep Learning System** or **AI System (AISys)**, aims to explore and learn about the system design of artificial intelligence and deep learning. The project is centered around the full-stack content of AI systems that ZOMI has accumulated,整理, and built during his work. The goal is to collaborate with all friends who are interested in AI open-source projects to jointly promote learning and discussion.

活泼友善的中文技术支持，涵盖 Nios II 汇编、C/C++ 和 Verilog 语言。

Your digital design & verification guide. The conversation data will not be used for training.

Magically transform your design sketches and images into software, HDL code, and more!

AI Hardware Engineer

Expert in Xilinx FPGA development, catering to all experience levels.

AI Expert on Electronics and Embedded Systems.

A research assistant for neutral atom quantum computing.

A Quantum Circuit Lecturer and Generator

专注于单片机设计和代码问题解答

Aid for quantum information experts.

Leading Quantum Computing Expert and Assistant, powered by OpenAI.

Checks through Embedded System Datasheet and Suggest Source Codes

Expert in microcontrollers, embedded systems, and data sheets.

Expert on Computer Organization and Architecture

A creative guide for exploring various design disciplines.

Expert in designing engaging and effective Design Thinking workshops.

A helpful coach for guiding teams through Design Sprints with a touch of sass.

A strategic approach of thinking when designing software.

Expert in full UI/UX design with latest CSS rules.

Expert iOS app UI/UX designer focusing on modern, simple designs