mikechen66 Goto Github PK

followers: 37.0 following: 397.0 repos: 429.0 gists: 1.0

Type: User

Bio: Deep Learning Practitioner

mikechen66's Projects

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hellosilicon

An attempt with ARM64 assembly on Apple Silicon Macs

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

httpie

As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie

imaginaire

NVIDIA PyTorch GAN library with distributed and mixed precision support

imhex

A Hex Editor for Reverse Engineers, Programmers and people that value their eye sight when working at 3 AM.

It includes the two realizations of of Inception ResNet v2. One of the them almost completely complies with the official paper of Inception ResNet 2 but based on the basic modules of both Keras and TensorFlow. Another is based on both the Keras and slim models but has a big change in the structure.

inception-v1-v4-tf2

Make the classical Inception v1~v4, Xception v1 and Inception ResNet v2 models in TensorFlow 2.3 and Keras 2.4.3. Rebuild the 6 models with the style of linear algebra, including matrix components for both Inception A,B,C and Reduction A,B. In contrast, Inception Stem only addresses addition computation.