alexobednikov

mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

black

The uncompromising Python code formatter

mmdetection

OpenMMLab Detection Toolbox and Benchmark

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

snappy

A fast compressor/decompressor

vmaf

Perceptual video quality assessment based on multi-method fusion.

Data-Engineering-HowTo

A list of useful resources to learn Data Engineering from scratch

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

modAL

A modular active learning framework for Python

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

ClassyVision

An end-to-end PyTorch framework for image and video classification

FUNIT

Translate images to unseen domains in the test time with few example images.

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

FixRes

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

mobile-vision

Mobile vision models and code

ALiPy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

Automold--Road-Augmentation-Library

This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.

dlstreamer

This repository is a home to Intel® Deep Learning Streamer (Intel® DL Streamer) Pipeline Framework. Pipeline Framework is a streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines.

aiomisc

aiomisc - miscellaneous utils for asyncio

tensor-stream

A library for real-time video stream decoding to CUDA memory

jpeg2dct

eql.detectron2

The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/abs/2003.05176

imagenet18

Train ImageNet in 18 minutes on AWS