ai-hpc / ai-hardware-engineer-pathLinks
a self-study guide for AI hardware engineers, covering a wide range of topics from foundational knowledge to advanced FPGA and acceleration techniques, Nvidia Jetson and edge AI, and more.
☆21Updated last year
Alternatives and similar repositories for ai-hardware-engineer-path
Users that are interested in ai-hardware-engineer-path are comparing it to the libraries listed below
Sorting:
- This repository contains all the necessary material to implement a YOLOv3 object detection algorithm on the PYNQ-Z2 FPGA. There is a step…☆98Updated 10 months ago
- Real-Time Image Processing for ASIC/FGPA☆22Updated 3 years ago
- This project is to implement YOLO v3 on Xilinx FPGA with DPU☆63Updated 6 years ago
- This TRD is implement DPU v1.4.0 on PYNQ-Z2 board☆51Updated 5 years ago
- ☆300Updated last year
- PYNQ Bootcamp 2019-2024 teaching materials.☆52Updated last year
- This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model archite…☆50Updated 3 weeks ago
- Dataflow QNN inference accelerator examples on FPGAs☆241Updated 5 months ago
- LLM-Aided FPGA Design and Debug Flow☆23Updated 6 months ago
- FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference☆169Updated 2 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆148Updated 11 months ago
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆28Updated 4 years ago
- Project is about designing a Trained Neural Network on FPGA to classify an Image Input using CNN.☆162Updated 5 years ago
- DPU on PYNQ☆241Updated 5 months ago
- Workflow for Executing CNN Networks on Zynq Ultrascale+ with VITIS AI. Detailed analysis, configuration, and execution of Convolutional N…☆19Updated last year
- Low-Precision YOLO on PYNQ with FINN☆34Updated 2 years ago
- My implementation of an FPGA Deep Neural Network Hardware Accelerator, moved from my bitbucket☆27Updated 6 years ago
- A collection of tutorials for the fpgaConvNet framework.☆47Updated last year
- Implement Tiny YOLO v3 on ZYNQ☆306Updated 9 months ago
- ☆104Updated 2 years ago
- ☆33Updated 4 years ago
- This repo is to inplemente the riscv soc on the xilinx pynq-z2 board☆12Updated 2 years ago
- PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform☆75Updated 5 years ago
- This repository hosts the code for an FPGA based accelerator for convolutional neural networks☆180Updated last year
- The Final Project of team 8, NTUEE, Digital Circuits Lab (2021 Fall)☆37Updated 3 years ago
- CNN accelerator implemented with Spinal HDL☆157Updated 2 years ago
- This repository contains a "Hello World" introduction application to the Xilinx PYNQ framework.☆107Updated 3 years ago
- Pynq computer vision examples with an OV5640 camera☆58Updated 5 years ago
- Performance and resource models for fpgaConvNet: a Streaming-Architecture-based CNN Accelerator.☆33Updated last year
- AMD University Program HLS tutorial☆124Updated last year