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The Top 23 Deep Learning Fpga Open Source Projects

Open source projects categorized as Deep Learning Fpga
Categories > Machine Learning > Deep Learning
Categories > Hardware > Fpga
Paddle Lite ⭐ 6,823
PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）
most recent commit 22 days ago
Neural Networks On Silicon ⭐ 1,696
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
most recent commit 4 months ago
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13most recent commit 3 months agopypi brevitas} Downloads
Pipecnn ⭐ 916
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
most recent commit 2 years ago
Embedded Neural Network ⭐ 547
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
most recent commit 3 months ago
Qkeras ⭐ 514
QKeras: a quantization deep learning library for Tensorflow Keras
dependent packages 2total releases 1most recent commit 3 months agopypi QKeras} Downloads
Blueoil ⭐ 243
Bring Deep Learning to small devices
most recent commit 3 years ago
Convolution_network_on_fpga ⭐ 187
CNN acceleration on virtex-7 FPGA with verilog HDL
most recent commit 6 years ago
Binarybrain ⭐ 118
Binary Neural Network Framework for FPGA(Differentiable LUT)
total releases 28most recent commit 7 months ago
Dnnweaver2 ⭐ 112
Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.
most recent commit 5 years ago
Freenet ⭐ 99
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
most recent commit 6 months ago
Charm ⭐ 91
CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture
most recent commit 3 months ago
Qonnx ⭐ 81
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
total releases 4most recent commit 5 months ago
Tf2 ⭐ 74
An Open Source Deep Learning Inference Engine Based on FPGA
most recent commit 4 years ago
Daceml ⭐ 55
A Data-Centric Compiler for Machine Learning
most recent commit a year ago
Deep Neural Network Hardware Accelerator ⭐ 40
SystemVerilog HDL and TB code Deep Neural Network Hardware Accelerator implementation on zybo 7010 FPGA and also C code for Vivado SDK Software
most recent commit 4 years ago
Neural Networks On Silicon ⭐ 32
This is a collection of works on neural networks and neural accelerators.
most recent commit 5 years ago
Managed_ml_systems_and_iot ⭐ 32
Managed Machine Learning Systems and Internet of Things Live Lesson
most recent commit 4 years ago
Deepburning ⭐ 32
Automatic generation of FPGA-based learning accelerators for the neural network family
most recent commit 4 years ago
Rnn_hls ⭐ 29
An LSTM template and a few examples using Vivado HLS
most recent commit 9 months ago
Handwritten Digit Recognition Painter ⭐ 18
A handwritten digit recognition painter implementation on Basys 3 Artix-7 FPGA using Verilog.
most recent commit 6 months ago
Inferno Realtime Fire Detection Using Cnns ⭐ 17
FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks
most recent commit 3 years ago
Fpga Cnn ⭐ 16
This repo is for ECE44x (Fall2015-Spring2016)
most recent commit 6 years ago
The 2 Most Depended On Deep Learning Fpga Open Source Projects
Qkeras ⭐ 514
QKeras: a quantization deep learning library for Tensorflow Keras
dependent packages 2total releases 1latest release July 07, 2021most recent commit 3 months agopypi QKeras} Downloads
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13latest release December 08, 2023most recent commit 3 months agopypi brevitas} Downloads
The 5 Latest Releases In Deep Learning Fpga Open Source Projects
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13latest release December 08, 2023most recent commit 3 months agopypi brevitas} Downloads
Binarybrain ⭐ 118
Binary Neural Network Framework for FPGA(Differentiable LUT)
total releases 28latest release August 15, 2023most recent commit 7 months ago
Elastic Ai.creator ⭐ 12
elastic ai.creator
total releases 76latest release August 12, 2023most recent commit 3 months ago
Qonnx ⭐ 81
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
total releases 4latest release July 28, 2023most recent commit 5 months ago
Qkeras ⭐ 514
QKeras: a quantization deep learning library for Tensorflow Keras
dependent packages 2total releases 1latest release July 07, 2021most recent commit 3 months agopypi QKeras} Downloads
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