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hls4ml

Here are 15 public repositories matching this topic...

hls4ml-tutorial

fastmachinelearning / hls4ml-tutorial

Tutorial notebooks for hls4ml

machine-learning tutorial fpga pruning quantization-aware-training hls4ml

Updated Nov 10, 2025
Jupyter Notebook

cgra4ml

KastnerRG / cgra4ml

An Open Workflow to Build Custom SoCs and run Deep Models at the Edge

asic ai fpga neural-network cnn dnn verilog systemverilog axi-stream asic-design hls4ml

Updated Oct 31, 2025
SystemVerilog

calad0i / HGQ

High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs

fpga tensorflow-keras hls4ml

Updated Jul 23, 2025
Python

jmduarte / HLS_hls4ml_Tutorial

HLS & hls4ml Tutorial

machine-learning fpga hls xilinx vivado high-energy-physics particle-physics fpga-firmware xilinx-fpga high-level-synthesis vivado-hls fpga-programming vitis hls4ml

Updated Aug 5, 2020
Jupyter Notebook

hls4ml-finn-mlperftiny / CIFAR10

CIFAR10 training repo for MLPerf Tiny Benchmark v0.7

training machine-learning fpga cifar10 mlperf hls4ml

Updated Nov 10, 2022
Python

LorenzoValente3 / Autoencoder-for-FPGA

Autoencoder model for FPGA implementation using hls4ml. Repository for Applied Electronics Project.

compression fpga deep-learning autoencoder-mnist autoencoder-classification quantization-aware-training hls4ml

Updated Mar 21, 2023
Jupyter Notebook

Gabriele-bot / PYNQ_IA

Repository that contains some neural network inferences on PYNQ-Z2 board employing hls4ml

fpga neural-network mnist-classification fpga-soc pynq-z2 hls4ml

Updated Dec 22, 2021
Ada

fastmachinelearning / nrp_u55c_benchmark

NRP U55C Benchmarks

fpga xilinx hls4ml

Updated Mar 24, 2023
C

demianmozo / sound_detector_NN

This project was developed as the final work for the course "From Algorithm to Hardware: Machine Learning in Embedded Systems".

fpga ml vivado keras-tensorflow vitis hls4ml

Updated Apr 29, 2025
Ada

EtienneIMT / Gesture_FPGA

FPGA accelerator for real-time hand gesture recognition using QKeras and HLS4ML on Zynq UltraScale+ (PYNQ)

embedded fpga zynq vivado pynq gesture-recognition tinyml hls4ml vitis-hls qkeras

Updated Nov 5, 2025
C++

Koushik2824 / HLS-For-Digit-Recognition

Course Project for CS577, Using keras2c to make machine learning model vivado synthesizable

vivado-hls hls4ml cs-577

Updated May 10, 2024
Ada

Gabriele-bot / ALVEO-PYNQ_ML

Neural network inferences on Alveo cards with hls4ml framework

machine-learning fpga xilinx-fpga alveo tensorflow2 hls4ml

Updated Jul 28, 2022
Ada

CestMerNeil / FPGA_Accelerator4NN_Inference

Neural network accelerator project completed using hls4ml tool.

fpga cnn lenet-mnist hls4ml

Updated Sep 28, 2023
Ada

JochiSt / AI_FPGA

running ANN on an FPGA

machine-learning fpga neural-network vivado vivado-hls hls4ml

Updated Jan 11, 2023
SystemVerilog

chandramasaha / FPGA-Based-Kidney-Cancer-Detector

A Convolutional Neural Network (CNN)-based model trained to detect kidney cancer from histopathological images and deployed onto the AMD Kintex-7 FPGA board using the hls4ml and Vitis AI.

cnn-model cancer-detection fpga-board hls4ml vitis-acceleration vitis-ai

Updated Aug 1, 2025
Jupyter Notebook

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