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ai-practice

AI practices

alexnet

ImageNet Classification with Deep Convolutional Neural Networks

alexnet-1

custom implementation alexnet with tensorflow

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

caffe-tensorflow

Caffe models in TensorFlow

coding-interview-university

A complete computer science study plan to become a software engineer.

darknet

Convolutional Neural Networks

deep-residual-networks

Deep Residual Learning for Image Recognition

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fpga_lecture

Source Codes for a lecture entitled "Parallel and Reconfigurable VLSI Computing" in Tokyo Tech.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

incubator-tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

keras-deepcv

This repository will contain model definitions, training scripts, and other for Keras implementations for classification, detection, and segmentation (computer vision)

keras2cpp

This is a bunch of code to port Keras neural network model into pure C++.

linux

Linux kernel source tree

linux-0.01

Historically first (actually 0.01) release of linux kernel

linux-app-development-on-ultra96

Ultra96 Workshop for XDF 2018

minix1

Original Minix 1 sources from the book "Operating Systems: Design and Implementation" 1st ed.

ml_embedded_workshop

Machine Language workshop for XDF

models

Models and examples built with TensorFlow

msdn-code-gallery-microsoft

Samples from Microsoft teams for the MSDN Code Gallery

mxnet-mobilenet-v2

Reproduction of MobileNetV2 using MXNet

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet-cifar10-caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

resnet-imagenet-caffe

train resnet on imagenet from scratch with caffe

rfnoc-hls-atsc-rx

sdsoc_cv_ml

SDSoC, Computer Vision and Machine Learning

software-accleration-using-sdsoc

Workshop for XDF 2018

tblis

TBLIS is a library and framework for performing tensor operations, especially tensor contraction, using efficient native algorithms.

wyoos

Source codes for the "Write your own Operating System" video-series on YouTube