Example how to deploy deep learning model with aiohttp.

Overview

aiohttp-demos

GitHub Actions status for master branch Chat on Gitter Latest Read The Docs

Demos for aiohttp project.

Imagetagger Deep Learning Image Classifier

Example how to deploy deep learning model with aiohttp.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/imagetagger.png

URL shortener

Simple URL shortener with Redis storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/shorty.png

Toxic Comments Classifier

UI and API for classification of offensive and toxic comments using Kaggle data and simple logistic regression.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/moderator.png

Moderator Slack Bot

Slack bot that moderates offensive and toxic chat messages using model from Moderator AI.

/docs/_static/slack_moderator.gif

Twitter clone

Twitter clone with MongoDB storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/motortwit.png

Chat

Simple chat using websockets.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/chat.png

Polls app

Simple polls application with PostgreSQL storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/polls.png

Blog

Blog application with PostgreSQL storage and Redis session store.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/blog.png

GraphQL Messenger

The simple realization of the GraphQL api.

/docs/_static/graph.gif

Contributing

Things you need for local development:

$ pip install -r requirements-dev.txt
$ pip install demos/polls
$ pip install demos/chat
$ pip install demos/blog
$ pip install demos/graphql-demo

To check documentation locally - run:

$ make doc

and click the open file link from the output.

To make sure everything is ok before committing:

$ make ci

Improvement plan

Polls:

  • [+] create configuration steps (venv, pip install, db initialization)
  • [+] fix or recreate tests
  • [~] revise tutorial.rst
  • [+] fix urls from aiohttp/tutorial
  • [x] setup communication channels (aio-libs gitter channel is enough)
  • [~] create missing issues
  • [+] add "Contributing" section
  • [ ] add "What's next" section
  • [ ] discuss roadmap
Owner
aio-libs
The set of asyncio-based libraries built with high quality
aio-libs
Large-Scale Pre-training for Person Re-identification with Noisy Labels (LUPerson-NL)

LUPerson-NL Large-Scale Pre-training for Person Re-identification with Noisy Labels (LUPerson-NL) The repository is for our CVPR2022 paper Large-Scale

43 Dec 26, 2022
Multi Task RL Baselines

MTRL Multi Task RL Algorithms Contents Introduction Setup Usage Documentation Contributing to MTRL Community Acknowledgements Introduction M

Facebook Research 171 Jan 09, 2023
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics. By Andres Milioto @ University of Bonn. (for the new P

Photogrammetry & Robotics Bonn 314 Dec 30, 2022
[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

DASR Pytorch implementation of "Unsupervised Degradation Representation Learning for Blind Super-Resolution", CVPR 2021 [arXiv] Overview Requirements

Longguang Wang 318 Dec 24, 2022
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement".

HiSD: Image-to-image Translation via Hierarchical Style Disentanglement Official pytorch implementation of paper "Image-to-image Translation

364 Dec 14, 2022
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetu

3 Dec 05, 2022
Style transfer, deep learning, feature transform

FastPhotoStyle License Copyright (C) 2018 NVIDIA Corporation. All rights reserved. Licensed under the CC BY-NC-SA 4.0 license (https://creativecommons

NVIDIA Corporation 10.9k Jan 02, 2023
RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems

RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems This is our implementation for the paper: Weibo Gao, Qi Liu*, Zhenya Hu

BigData Lab @USTC 中科大大数据实验室 10 Oct 16, 2022
PyTorch implementation of paper: AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer, ICCV 2021.

AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer [Paper] [PyTorch Implementation] [Paddle Implementation] Overview This reposit

148 Dec 30, 2022
Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph

Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph Model Description Open-CyKG is a framework that is constructed using an attenti

Injy Sarhan 34 Jan 05, 2023
Over9000 optimizer

Optimizers and tests Every result is avg of 20 runs. Dataset LR Schedule Imagenette size 128, 5 epoch Imagewoof size 128, 5 epoch Adam - baseline OneC

Mikhail Grankin 405 Nov 27, 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers Authors: Jaemin Cho, Abhay Zala, and Mohit Bansal (

Jaemin Cho 98 Dec 15, 2022
A Simple Key-Value Data-store written in Python

mercury-db This is a File Based Key-Value Datastore that supports basic CRUD (Create, Read, Update, Delete) operations developed using Python. The dat

Vaidhyanathan S M 1 Jan 09, 2022
Code for Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid

SPN: Fully Context-Aware Image Inpainting with a Learned Semantic Pyramid Code for Fully Context-Aware Image Inpainting with a Learned Semantic Pyrami

12 Jun 27, 2022
Easily Process a Batch of Cox Models

ezcox: Easily Process a Batch of Cox Models The goal of ezcox is to operate a batch of univariate or multivariate Cox models and return tidy result. ⏬

Shixiang Wang 15 May 23, 2022
Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

transformer-slt This repository gathers data and code supporting the experiments in the paper Better Sign Language Translation with STMC-Transformer.

Kayo Yin 107 Dec 27, 2022
World Models with TensorFlow 2

World Models This repo reproduces the original implementation of World Models. This implementation uses TensorFlow 2.2. Docker The easiest way to hand

Zac Wellmer 234 Nov 30, 2022
Official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence".

The DETR approach applies the transformer encoder and decoder architecture to object detection and achieves promising performance. In this paper, we handle the critical issue, slow training convergen

281 Dec 30, 2022
Data loaders and abstractions for text and NLP

torchtext This repository consists of: torchtext.datasets: The raw text iterators for common NLP datasets torchtext.data: Some basic NLP building bloc

3.2k Jan 08, 2023