embedeep / Free-TPU
Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classification, detection, and segmentation problem.
☆237Updated last year
Related projects: ⓘ
- ☆236Updated 3 years ago
- FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)☆259Updated 4 years ago
- A FPGA Based CNN accelerator, following Google's TPU V1.☆115Updated 5 years ago
- DPU on PYNQ☆198Updated 7 months ago
- FPGA accelerated TinyYOLO v2 object detection neural network☆66Updated 6 years ago
- A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.☆385Updated 4 years ago
- NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.☆299Updated 8 months ago
- NVDLA is an Open source DL/ML accelerator, which is very suitable for individuals or college students. This is the NOTES when I learn and…☆219Updated 5 years ago
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆320Updated 5 years ago
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆169Updated 7 years ago
- FPGA Accelerator for CNN using Vivado HLS☆292Updated 2 years ago
- A hardware implementation of CNN, written by Verilog and synthesized on FPGA☆208Updated 5 years ago
- A convolutional neural network implemented in hardware (verilog)☆149Updated 7 years ago
- Squeezenet V1.1 on Cyclone V SoC-FPGA at 450ms/image, 20x faster than ARM A9 processor alone. A project for 2017 Innovate FPGA design con…☆92Updated 6 years ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆199Updated 5 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs☆298Updated 3 years ago
- Implementation of a Tensor Processing Unit for embedded systems and the IoT.☆383Updated 5 years ago
- Board files to build Ultra 96 PYNQ image☆150Updated last week
- An Open Source Deep Learning Inference Engine Based on FPGA☆156Updated 3 years ago
- PYNQ, Neural network Language model, Overlay☆100Updated 5 years ago
- FPGA implementation of Cellular Neural Network (CNN)☆133Updated 6 years ago
- SDSoC™ (Software-Defined System-On-Chip) Environment Tutorials☆146Updated 4 years ago
- A discussion group on Open Source Deep Learning Accelerator, with technical reports and potential hardware/software issues.☆138Updated 6 years ago
- ☆327Updated 4 years ago
- XJTU-Tripler is based on HiPU100, an FPGA-friendly DNN accelerator, developed by CAG, Institute of AI & Robotics, XJTU.☆174Updated 8 months ago
- This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Netw…☆155Updated 5 months ago
- ☆116Updated 3 years ago
- First lesson for you to use DNNDK, also it can be helpful for your AI learning☆64Updated 10 months ago
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆103Updated 7 years ago
- Computer Vision Overlays on Pynq☆173Updated 4 years ago