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Microsoft Research
- Seattle, WA
- https://naoto-usuyama.github.io
- in/naoto-usuyama
- @naotous
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Port of OpenAI's Whisper model in C/C++
A library for efficient similarity search and clustering of dense vectors.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
An open-source C++ library developed and used at Facebook.
WinGet is the Windows Package Manager. This project includes a CLI (Command Line Interface), PowerShell modules, and a COM (Component Object Model) API (Application Programming Interface).
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Unsupervised text tokenizer for Neural Network-based text generation.
Fit interpretable models. Explain blackbox machine learning.
Transformer related optimization, including BERT, GPT
A tensorflow implementation of EAST text detector
SAKURA Editor (Japanese text editor for MS Windows)
A do-it-yourself thermal imager, compatible with the FLIR Lepton 2.5, 3.1R and 3.5 sensor with Arduino firmware
Program for the analysis and visualization of whole-slide images in digital pathology
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
C++ API & command-line toolkit for working with BAM data
Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubic or triangular/tetrahedral/hyper-tetrahedral lattices.
BING Objectness proposal estimator linux/mac/windows version implementation, runs at 1000 FPS. More in http://mmcheng.net/bing/ and also http://www.robots.ox.ac.uk/~szheng/DepthProposals.html
⚡ Open-source software for deep learning-based digital pathology
HapMuC: Somatic Mutation Calling Using Heterozygous Germ Line Variants Near Candidate Mutations (Bioinformatics)
get variants (mismatches and indels) from CIGAR and MD of sam format with Ruby and C++
fisher's exact test for C++ for 2x2 contingency table