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Peter's Projects

airsim icon airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

blis icon blis

BLAS-like Library Instantiation Software Framework

blocksparse icon blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

bmxnet icon bmxnet

BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

efficientdnns icon efficientdnns

Collection of recent methods on DNN compression and acceleration

fbgemm icon fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

halide icon halide

a language for fast, portable data-parallel computation

labelbox icon labelbox

Labelbox is a cloud based data labeling tool designed for enterprises for machine learning applications

libxsmm icon libxsmm

Library targeting Intel Architecture for small, dense or sparse matrix multiplications, and small convolutions.

lift icon lift

Code release for the ECCV 2016 paper

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

ohem icon ohem

OHEM support for Fast R-CNN

openai-gemm icon openai-gemm

Open single and half precision gemm implementations

openmvg icon openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

prml icon prml

PRML algorithms implemented in Python

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