TaihuLight

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clpeak

A tool which profiles OpenCL devices to find their peak capacities

convolution_kernel

Accelerating CNN's convolution operation on GPUs by using memory-efficient data access patterns.

darknet-clblast

Run darknet using OpenCL backend with CLBlast sgemm

DeepVideoCS

PyTorch deep learning framework for video compressive sensing.

EDSR-PyTorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

FPGA_Convolution_OpenCL

freeocl

Automatically exported from code.google.com/p/freeocl

graphene

Graphene / Graphene-SGX Library OS - a library OS for Linux multi-process applications, with Intel SGX support

isaac

Automatically-Tuned Input-Aware implementations of HPC/DNN primitives

keras_Realtime_Multi-Person_Pose_Estimation

Keras version of Realtime Multi-Person Pose Estimation project

labelImg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

melanoma-transfer

Knowledge Transfer for Melanoma Screening with Deep Learning

ml-agents

Unity Machine Learning Agents

MSDNet

Multi-Scale Dense Convolutional Networks for Efficient Prediction

mtl

multi-task learning with few shots

neural-collaborative-filtering

pytorch version of neural collaborative filtering

parallel-convolution

🖼️ Parallel Image Convolution, applying a blur filter to images. Written in C, optimized in three different ways: MPI, MPI & OpenMP and CUDA.

PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

PYNQ-Classification

Python on Zynq FPGA for Convolutional Neural Networks

pyschedcl

A Python Based OpenCL Scheduling Framework

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

semantic-segmentation-pytorch

semantic segmentation using pytorch

Sparse-Winograd-CNN

Efficient Sparse-Winograd Convolutional Neural Networks

spectre-attack

Example of using revealed "Spectre" exploit (CVE-2017-5753 and CVE-2017-5715)

spectre-attack-sgx

Spectre attack against SGX enclave

stealthdb

StealthDB: an encrypted database from intel sgx with small trusted computing base.

winograd-convolutional-nn

I'm going to use the Winograd’s minimal filtering algorithms to introduce a new class of fast algorithms for convolutional neural networks using C and OpenBLAS