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A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
A scalable High-Level Synthesis framework on MLIR
DFiant HDL (DFHDL): A Dataflow Hardware Descripition Language
A simple header-only C++ argument parser library. Supposed to be flexible and powerful, and attempts to be compatible with the functionality of the Python standard argparse library (though not nec…
The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)
A FPGA Based CNN accelerator, following Google's TPU V1.
FPGA-based neural network inference project for 2020 DAC System Design Contest
Unofficial implementation of LSQ-Net, a neural network quantization framework
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
An investigation to the apple detection problem through the deployment of the RetinaNet object detection framework.
FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
Example of Tiny YOLO deployed using Xilinx BNN-PYNQ.
A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation
Binarized Convolutional Neural Networks on Software-Programmable FPGAs
Convolutional Neural Net written for implementation on an FPGA
HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
Light-weighted neural network inference for object detection on small-scale FPGA board
Python on Zynq FPGA for Convolutional Neural Networks