Open source face recognition on Raspberry Pi. SharpAI is open source stack for machine learning engineering with private deployment and AutoML for edge computing. DeepCamera is application of SharpAI designed for connecting computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS to boost your AI production development.

✭ 757

python android deep-learning machine-learning tensorflow video raspberry-pi object-detection ai face-detection face-recognition mxnet automl rtsp

Aws Machine Learning University Accelerated Tab

Machine Learning University: Accelerated Tabular Data Class

✭ 718

python jupyter-notebook deep-learning machine-learning mxnet sklearn tabular-data gluon

Deepo

Setup and customize deep learning environment in seconds.

✭ 6,145

python shell deep-learning pytorch tensorflow keras docker-image jupyter caffe mxnet torch theano onnx chainer lasagne caffe2 cntk sonnet dockerfile-generator

Mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

✭ 5,472

python javascript typescript pytorch tensorflow visualization keras caffe mxnet coreml onnx darknet cntk model-converter

Tusimple Duc

Understanding Convolution for Semantic Segmentation

✭ 567

python deep-learning deep-neural-networks semantic-segmentation mxnet convolution cityscapes

Deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

✭ 6,783

Jupyter Notebook python matlab deep-learning machine-learning pytorch tensorflow cnn gan deeplearning rnn mxnet kaggle machinelearning gcn

Stn Ocr

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

✭ 473

python deep-learning convolutional-neural-networks mxnet semi-supervised-learning text-recognition end-to-end

Deeplearningzerotoall

TensorFlow Basic Tutorial Labs

✭ 4,239

python Jupyter Notebook pytorch tensorflow tutorial keras mxnet lab

Bert Embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

✭ 424

python nlp natural-language-processing mxnet word-embeddings

Capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

✭ 423

machine-learning pytorch tensorflow keras deeplearning mxnet mnist chainer lasagne capsnet

D2l Vn

Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.

✭ 402

python deep-learning machine-learning pytorch tensorflow computer-vision data-science keras natural-language-processing book translation notebook mxnet kaggle

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

✭ 19,797

C++python Jupyter Notebook Cuda CMake shell mxnet

D2l Pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

✭ 3,810

Jupyter Notebook deep-learning pytorch computer-vision nlp data-science book mxnet d2l pytorch-implmention dive-into-deep-learning

Tensorboard

Standalone TensorBoard for visualizing in deep learning

✭ 364

python visualization mxnet tensorboard

Bmxnet

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

✭ 347

deep-learning mxnet

Adaptis

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

✭ 314

jupyter-notebook pytorch mxnet instance-segmentation cityscapes

Dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

Deep Learning Model Convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

✭ 3,044

deep-learning pytorch tensorflow awesome-list keras neural-network caffe model mxnet torch caffe2 convertor deep-learning-framework model-convertor

Simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

✭ 2,963

python C++Cuda cython shell Dockerfile object-detection mxnet instance-segmentation

Gluon Face

An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io

✭ 264

python face-recognition mxnet pretrained-models gluon

Polyaxon

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

✭ 2,966

python deep-learning machine-learning pytorch tensorflow kubernetes data-science keras artificial-intelligence reinforcement-learning ai workflow jupyter k8s caffe ml notebook mxnet jupyterlab pipelines mlops

Byteps

A high performance and generic framework for distributed DNN training

✭ 3,028

python C++deep-learning machine-learning pytorch tensorflow keras mxnet distributed-training

Deep Learning In Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

✭ 3,104

react deep-learning pytorch tutorial keras rest-api flask deep-neural-networks angularjs mxnet tensorflow-models production serving caffe2 tesnorflow model-serving serving-pytorch-models convert-pytorch-models

Facedetection

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

✭ 255

cplusplus tensorflow cnn caffe face-detection mxnet mtcnn

LSTM-CTC-recaptcha

recaptcha with lstm and mxnet

✭ 28

python recaptcha mxnet rnn

mxnet-audio

Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet

✭ 42

python mxnet music-recommendation music-search audio-classification song-recommender

onnx2tensorRt

tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version