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Search results for machine learning fpga
fpga
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machine-learning
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20 search results found
Hls4ml
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1,104
Machine learning on FPGAs using HLS
Qkeras
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514
QKeras: a quantization deep learning library for Tensorflow Keras
Hls4ml Tutorial
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253
Tutorial notebooks for hls4ml
Blueoil
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243
Bring Deep Learning to small devices
Tensil
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218
Open source machine learning accelerators
Qonnx
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81
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
Awesome Neuromorphic Hw
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75
Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.
Daceml
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55
A Data-Centric Compiler for Machine Learning
Conifer
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35
Fast inference of Boosted Decision Trees in FPGAs
Managed_ml_systems_and_iot
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32
Managed Machine Learning Systems and Internet of Things Live Lesson
Mera
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22
A Heterogeneous Platform Deep Learning Compiler Framework from EdgeCortix
Spatial Multiverse
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17
Provides Spatial with front-end support from popular machine learning frameworks
Awesome Fpga List
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12
A collection of some awesome public FPGA projects.
Xilinx Deep Learning Nexys4
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11
Implemented Darius IP (originally target PYNQ) of convolution and maxpool on Xilinx FPGA with SDK
Flower_classification_vai_tf_numpy_array
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10
The project is a simple example about how to use TensorFlow to train a ConNet model from labeled dataset and then use Vitis AI tools to deploy the model into Xilinx FPGA(ZCU102 board). To make it easier to deploy with Vitis AI. I just use numpy array as input data and OpenCV function to open images. And there is backup for DNNDK3.1 tag
Stm32_neuralnet_movementdetection
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10
Motion recognition with artificial intelligence on STM32
Pito_riscv
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8
A Barrel design of RV32I
Ml Kws For Fpga
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8
https://github.com/ARM-software/ML-KWS-for-MCU
Hls_for_cnn
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7
This repo has codes for hardware accelerator design for CNNs using high level synthesis from Altera.
Amlworkshop
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7
Industry Machine Learning Hackfest Material
Tinyml Zybo
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6
This repository is a collection of designs invloving FPGAs and AI technologies.
Simple Voice Activity Detector Using Mfcc Based On Fpga Kintex
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5
Voice Activity Detector based on MFCC features and DNN model
Kapitanov.github.io
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5
CV. Kapitanov Alexander. Deep Learning Engineer, Ex. Lead FPGA developer.
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