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
LSTC: Boosting Atomic Action Detection with Long-Short-Term Context

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context This Repository contains the code on AVA of our ACM MM 2021 paper: LSTC: Boosting

Tencent YouTu Research 9 Oct 11, 2022
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification

Self-Supervised Pre-Training for Transformer-Based Person Re-Identification [pdf] The official repository for Self-Supervised Pre-Training for Transfo

Hao Luo 116 Jan 04, 2023
ColossalAI-Benchmark - Performance benchmarking with ColossalAI

Benchmark for Tuning Accuracy and Efficiency Overview The benchmark includes our

HPC-AI Tech 31 Oct 07, 2022
Code repository for our paper "Learning to Generate Scene Graph from Natural Language Supervision" in ICCV 2021

Scene Graph Generation from Natural Language Supervision This repository includes the Pytorch code for our paper "Learning to Generate Scene Graph fro

Yiwu Zhong 64 Dec 24, 2022
Compute descriptors for 3D point cloud registration using a multi scale sparse voxel architecture

MS-SVConv : 3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning Compute features for 3D point cloud registration

42 Jul 25, 2022
PyTorch code for: Learning to Generate Grounded Visual Captions without Localization Supervision

Learning to Generate Grounded Visual Captions without Localization Supervision This is the PyTorch implementation of our paper: Learning to Generate G

Chih-Yao Ma 41 Nov 17, 2022
Code for the paper: Sketch Your Own GAN

Sketch Your Own GAN Project | Paper | Youtube Our method takes in one or a few hand-drawn sketches and customizes an off-the-shelf GAN to match the in

677 Dec 28, 2022
PyTorch implementation of Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose

Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Release Notes The official PyTorch implementation of Neural View S

Angtian Wang 20 Oct 09, 2022
Official repository for the ICCV 2021 paper: UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model.

UltraPose: Synthesizing Dense Pose with 1 Billion Points by Human-body Decoupling 3D Model Official repository for the ICCV 2021 paper: UltraPose: Syn

MomoAILab 92 Dec 21, 2022
[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

GNeRF This repository contains official code for the ICCV 2021 paper: GNeRF: GAN-based Neural Radiance Field without Posed Camera. This implementation

Quan Meng 191 Dec 26, 2022
Code for DeepCurrents: Learning Implicit Representations of Shapes with Boundaries

DeepCurrents | Webpage | Paper DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David Palmer*, Dmitriy Smirnov*, Stephanie Wa

Dima Smirnov 36 Dec 08, 2022
A toy project using OpenCV and PyMunk

A toy project using OpenCV, PyMunk and Mediapipe the source code for my LindkedIn post It's just a toy project and I didn't write a documentation yet,

Amirabbas Asadi 82 Oct 28, 2022
Improving Calibration for Long-Tailed Recognition (CVPR2021)

MiSLAS Improving Calibration for Long-Tailed Recognition Authors: Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia [arXiv] [slide] [BibTeX] Introductio

Jia Research Lab 116 Dec 20, 2022
Methods to get the probability of a changepoint in a time series.

Bayesian Changepoint Detection Methods to get the probability of a changepoint in a time series. Both online and offline methods are available. Read t

Johannes Kulick 554 Dec 30, 2022
Autonomous Movement from Simultaneous Localization and Mapping

Autonomous Movement from Simultaneous Localization and Mapping About us Built by a group of Clarkson University students with the help from Professor

14 Nov 07, 2022
TensorFlow implementation of Elastic Weight Consolidation

Elastic weight consolidation Introduction A TensorFlow implementation of elastic weight consolidation as presented in Overcoming catastrophic forgetti

James Stokes 67 Oct 11, 2022
Instant Real-Time Example-Based Style Transfer to Facial Videos

FaceBlit: Instant Real-Time Example-Based Style Transfer to Facial Videos The official implementation of FaceBlit: Instant Real-Time Example-Based Sty

Aneta Texler 131 Dec 19, 2022
Compare neural networks by their feature similarity

PyTorch Model Compare A tiny package to compare two neural networks in PyTorch. There are many ways to compare two neural networks, but one robust and

Anand Krishnamoorthy 181 Jan 04, 2023
HGCAE Pytorch implementation. CVPR2021 accepted.

Hyperbolic Graph Convolutional Auto-Encoders Accepted to CVPR2021 πŸŽ‰ Official PyTorch code of Unsupervised Hyperbolic Representation Learning via Mess

Junho Cho 37 Nov 13, 2022
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization

University1652-Baseline [Paper] [Slide] [Explore Drone-view Data] [Explore Satellite-view Data] [Explore Street-view Data] [Video Sample] [中文介绍] This

Zhedong Zheng 335 Jan 06, 2023