Nevil's repositories
Vitis_Libraries
Vitis Libraries
retinaface-keras
这是一个retinaface-keras的源码，可以用于训练自己的模型。
fos
FOS - FPGA Operating System
chisel-examples
Chisel examples and code snippets
hls4ml
Machine learning in FPGAs using HLS
Social-Distancing
Code for estimating social distances from RGB cameras.
ml-suite
Getting Started with Xilinx ML Suite
AI-Thermometer
Code for automatically measuring the temperature of people using a thermal camera.
MiniDNN
A header-only C++ library for deep neural networks
HashingDeepLearning
Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"
Early-Bird-Tickets
[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
AccDNN
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
E2Train
[NeurIPS 2019] E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy
PySigmoid
A Python Implementation of Posits and Quires (Drop-in replacement for IEEE Floats)
2019_ICML_note
Note, paper, and slides of 2019 ICML
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
coursera-sdaccel-practice
source codes used during the Coursera course titled "Developing FPGA-accelerated cloud applications with SDAccel: Practice"
numpy-posit
posit (unum type III) integrated Numpy
ARFF
ARFF formatted file reader in C++